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# Lucidworks: AI-powered enterprise search and discovery solutions company that transforms complex data into actionable insights for B2B and B2C commerce, knowledge management, and product discovery.

## Sitemaps
[XML Sitemap](https://lucidworks.com/sitemap_index.xml): Includes all crawlable and indexable pages.

## Posts
- [The State of Enterprise Search in 2026](https://lucidworks.com/blog/state-of-enterprise-search-2026): For years, organizations focused on helping users find information faster. Today, they focus on helping users find answers, complete tasks, and make decisions.
- [Semantic Search for Knowledge Management: Helping Employees Find Answers, Not Documents](https://lucidworks.com/blog/semantic-search-for-knowledge-management): Policies, procedures, documentation, collaboration tools, support content, product information, and institutional knowledge are distributed across dozens of systems. Employees often spend significant time searching for information instead of acting on it.
- [Semantic Search for B2B Commerce: Why Product Discovery Is Becoming a Competitive Advantage](https://lucidworks.com/blog/semantic-search-for-b2b-commerce): B2B buyers increasingly expect the same intuitive search experiences they encounter in consumer applications. Yet many B2B ecommerce sites still rely on traditional search technologies that struggle with industry terminology, part numbers, technical specifications, and complex product catalogs.
- [Why Semantic Search Is No Longer Enough](https://lucidworks.com/blog/why-semantic-search-is-no-longer-enough): For years, semantic search was seen as the future of enterprise search.
- [Semantic Search vs Vector Search vs Neural Hybrid Search: What’s the Difference?](https://lucidworks.com/blog/semantic-search-vs-vector-search-vs-neural-hybrid-search): Search technology has evolved dramatically over the past decade. What began as simple keyword matching has grown into sophisticated AI-powered retrieval systems capable of understanding intent, context, and meaning.
- [What Is Semantic Search? The Enterprise Guide for 2026](https://lucidworks.com/guides/semantic-search): Semantic search helps search engines and enterprise applications understand the meaning and intent behind a query rather than simply matching keywords. It has become a foundational technology for modern search experiences, powering everything from e-commerce product discovery to enterprise knowledge management and AI assistants.
- [Everyone Has AI. Few Are Doing It Well: Introducing the 2026 B2B Commerce AI Benchmark](https://lucidworks.com/blog/b2b-commerce-ai-execution-gap-2026): But adoption is no longer the story. The story is the widening gap between organizations that have AI and organizations that have operationalized it. Advanced buying experiences—guided selling, technical interrogation, autonomous workflows—remain rare, even as nearly half of companies believe they're ahead of their peers.
- [Enterprise Search Is Becoming the AI Infrastructure Layer for Modern Enterprises](https://lucidworks.com/blog/enterprise-search-ai-infrastructure): For decades, enterprise search was treated as a feature.
- [Enterprise Search for B2B Commerce: The New Competitive Advantage for Manufacturers and Distributors](https://lucidworks.com/blog/enterprise-search-for-b2b-commerce): As B2B buying increasingly moves online, enterprise search has become one of the most important technologies driving digital revenue.
- [Lucidworks Named to the 2026 KMWorld AI 100: Building the Future of Enterprise Knowledge Management](https://lucidworks.com/blog/lucidworks-named-to-the-2026-kmworld-ai-100-building-the-future-of-enterprise-knowledge-management): Lucidworks is honored to be recognized on the 2026 KMWorld AI 100, an annual list celebrating organizations advancing the future of artificial intelligence for knowledge management. The recognition places Lucidworks alongside some of the world's most influential technology and consulting organizations—including Accenture, Deloitte, Microsoft, NVIDIA, and Oracle—but our mission remains distinctly focused: helping enterprises find, trust, and apply knowledge through AI-powered search and discovery.
- [Enterprise Search for Manufacturing: Solving the Part Number Problem in the Age of AI](https://lucidworks.com/blog/enterprise-search-for-manufacturing): Modern enterprise search platforms combine lexical search, semantic search, hybrid retrieval, AI, and product discovery capabilities to help manufacturers connect employees, distributors, customers, and AI systems with the information they need.
- [Enterprise Search Is the AI Infrastructure Layer](https://lucidworks.com/enterprise-search-ai-infrastructure-layer): As organizations invest in generative AI, Retrieval-Augmented Generation (RAG), AI assistants, and AI agents, enterprise search is evolving into something much more strategic: the retrieval infrastructure that powers enterprise AI.
- [Stop Letting Part Number Searches Leak Revenue](https://lucidworks.com/blog/stop-letting-part-number-searches-leak-revenue): B2B commerce teams have spent the last several years modernizing search with AI, semantic retrieval, vector search, and generative experiences. While these innovations have improved product discovery, many organizations have unintentionally created a new problem: exact-match search performance is getting worse.
- [Modern Search Experiences Are Too Slow to Launch](https://lucidworks.com/blog/modern-search-experiences-are-too-slow-to-launch): The expectations around digital experiences have fundamentally changed. Business stakeholders want AI-powered search, semantic relevance, personalized product discovery, conversational experiences, and modern interfaces delivered faster than ever before.
- [Enterprise Search Is No Longer a Feature. It Is Becoming the AI Infrastructure Layer.](https://lucidworks.com/blog/enterprise-search-is-no-longer-a-feature-it-is-becoming-the-ai-infrastructure-layer): The enterprise search and product discovery market is undergoing a fundamental transformation driven by generative AI, changing buyer behavior, exploding enterprise data volumes, and rising expectations for intelligent digital experiences.
- [Agentic AI for B2B e-Commerce: The Next Evolution of Product Discovery](https://lucidworks.com/blog/agentic-ai-b2b-commerce-product-discovery): Traditional e-commerce experiences were built around static catalogs, keyword search, and manual buyer research. But modern enterprise buyers increasingly expect intelligent systems that can guide discovery, answer technical questions, recommend products, automate research tasks, and help them make confident purchasing decisions faster.
- [Why Traditional B2B E-Commerce Search Fails Modern Buyers](https://lucidworks.com/blog/why-b2b-ecommerce-search-fails-modern-buyers): Many B2B ecommerce leaders assume their search experience is “good enough.” Buyers can type keywords into a search box, filter products, and eventually locate what they need. But modern B2B buyers expect far more than basic keyword matching.
- [The Future of B2B Commerce Is AI-Powered Product Discovery](https://lucidworks.com/blog/the-future-of-b2b-commerce-is-ai-powered-product-discovery): B2B commerce is undergoing a major transformation. Enterprise buyers now expect the same fast, intuitive, and personalized digital experiences they receive in consumer ecommerce, but with the added complexity of technical catalogs, contract pricing, inventory constraints, procurement workflows, and highly specialized product information.
- [Turn Product Page Questions Into Conversions with Conversational Q&A](https://lucidworks.com/blog/turn-product-page-questions-into-conversions-with-conversational-qa): If you run ecommerce or digital product experiences, you already know this truth: Shoppers don’t abandon products; they abandon uncertainty. A customer lands on a product page with intent. They’re close. But then a question arise
- [Lucidworks MCP Server: Connect Any AI Assistant to Enterprise Knowledge in Minutes](https://lucidworks.com/blog/lucidworks-mcp-connect-any-ai-assistant-to-enterprise-knowledge-in-minutes): AI adoption is accelerating, but connecting AI assistants to enterprise data remains slow and complex. Lucidworks MCP solves this by providing a single, standardized connection between AI tools and enterprise knowledge. The result is faster deployment, better AI answers, and less engineering effort
- [Hybrid Search Is Not New. Getting It Right Still Is.](https://lucidworks.com/blog/hybrid-search-is-not-new-getting-it-right-still-is): Hybrid search has been in the market for several years, yet most implementations still fail to deliver consistent, enterprise-grade relevance. Lucidworks stands apart by orchestrating the entire relevance chain, from dynamic data to AI reasoning, resulting in measurable business impact. For organizations serious about search performance, modern hybrid search must be more than a feature. It must be a system.
- [The New SEO: How to Make Your Products Discoverable by AI Assistants](https://lucidworks.com/blog/the-new-seo-how-to-make-your-products-discoverable-by-ai-assistants): Quick Take: AI assistants are increasingly performing product research on behalf of buyers. Instead of browsing multiple websites, users ask AI tools to compare options and recommend products. This shift toward agentic commerce means companies must optimize their data, search infrastructure, and product catalogs to enable AI systems to retrieve accurate information. Traditional SEO still matters, but AI discovery now depends on structured data, hybrid search, and authoritative retrieval systems.
- [AI Product Discovery vs. Traditional Search in B2B Manufacturing and Distribution](https://lucidworks.com/blog/ai-product-discovery-vs-traditional-search-in-b2b-manufacturing-and-distribution): In the high-stakes world of B2B manufacturing and distribution, the "findability" of a product is often the difference between a secured contract and a lost lead. Historically, these industries have relied on traditional keyword-based search, a system built for a simpler era of commerce. However, manufacturing and distribution were never designed to accommodate the constraints of basic search. These sectors operate with massive product hierarchies, interchangeable components, regional availability nuances, and deeply technical attributes.
- [Is Your Product Catalog Ready for AI Buyers?](https://lucidworks.com/blog/is-your-product-catalog-ready-for-ai-buyers): AI assistants are increasingly acting as buyers on customers' behalf. Instead of browsing websites, people ask AI tools to research, compare, and recommend products. This shift toward agentic commerce means product catalogs must be structured for machine retrieval, not just human browsing. Companies with clean data, hybrid search, and AI-ready infrastructure will remain visible. Others risk being left out of AI-driven product recommendations.
- [Agentic Commerce Is Here. Is Your Brand Ready?](https://lucidworks.com/blog/agentic-commerce-is-here-is-your-brand-ready): AI assistants are rapidly becoming the first step in commerce discovery. Instead of browsing websites, buyers increasingly ask AI tools to research, compare, and recommend products. This shift toward agentic commerce, where AI agents act on behalf of customers, means that search and product discovery infrastructure must evolve to support machine-driven decision-making. Companies that structure their data, search systems, and retrieval infrastructure for AI will remain visible. Those who do not risk becoming invisible.
- [Hybrid Search for B2B Commerce Explained](https://lucidworks.com/blog/hybrid-search-for-b2b-commerce-explained): Hybrid search has become one of the most important building blocks in modern B2B commerce search, yet it is often poorly explained or oversimplified. In many conversations, hybrid search is treated as a buzzword or a checkbox feature. In practice, it represents a fundamental shift in how enterprise search systems retrieve, rank, and present results in complex buying environments.
- [How to Know if Your B2B Product Discovery Experience Is Actually Working](https://lucidworks.com/blog/how-to-know-if-your-b2b-product-discovery-experience-is-actually-working): A working B2B product discovery experience reliably resolves typos, part numbers, synonyms, and attribute queries, and increasingly supports AI-driven product and catalog Q&A.
- [The Definitive Guide to B2B Commerce Search and Product Discovery](https://lucidworks.com/blog/the-definitive-guide-to-b2b-commerce-search-and-product-discovery): B2B commerce search is having its “this is not just a search box anymore” moment. What used to be a basic keyword lookup has evolved into the decision engine behind digital commerce, powering everything from product discovery and pricing validation to guided selling, self-service, and AI-driven buying experiences.
- [Mastering B2B Manufacturing Parts Search: Enhancing Supply Chain Efficiency](https://lucidworks.com/blog/mastering-b2b-manufacturing-parts-search-enhancing-supply-chain-efficiency): In modern manufacturing, finding the right part at the right time is mission-critical. B2B manufacturing parts search refers to the technologies, processes, and platforms that help B2B buyers locate spare parts, replacement parts, and custom components across complex supply chains.
- [Unlocking Business Potential with B2B Search Solutions](https://lucidworks.com/blog/unlocking-business-potential-with-b2b-search-solutions): B2B organizations are under pressure to make faster decisions, generate higher quality leads, and support complex buying journeys across digital channels. Traditional search tools and disconnected databases struggle to keep up with the scale and complexity of modern B2B environments. This has made B2B search solutions a strategic investment rather than a technical upgrade.
- [Connect with Confidence: Introducing the Lucidworks Solr Pro Connector](https://lucidworks.com/blog/connect-with-confidence-introducing-the-lucidworks-solr-pro-connector): Modernizing enterprise search should not feel like open-heart surgery. For many organizations running Apache Solr, connecting to a modern search platform introduces operational risk. Data engineers are forced to use manual exports, brittle scripts, deprecated plugins, and workflows that were never designed for enterprise-scale. The result is downtime risk, unclear reliability expectations, and engineering hours spent troubleshooting ingestion instead of delivering business value.
- [A Complete Guide to Data, Integration, and Growth](https://lucidworks.com/blog/a-complete-guide-to-data-integration-and-growth): As digital expectations rise, B2B buyers increasingly expect fast, accurate, and intuitive discovery experiences. Yet behind the scenes, B2B organizations face far more complexity than consumer businesses: massive product catalogs, account-based pricing, contract entitlements, technical specifications, and fragmented data systems. This is where B2B search solutions play a critical role.
- [Why We Built AI Ranking Insights: Making Search Rankings Finally Explainable](https://lucidworks.com/blog/why-we-built-ai-ranking-insights-making-search-rankings-finally-explainable): If you’ve ever owned search relevance, especially in a large B2B or B2C commerce environment, you’ve been asked the question:
- [Lucidworks AI Chunking: The Missing Foundation for Accurate Enterprise AI](https://lucidworks.com/blog/lucidworks-ai-chunking-the-missing-foundation-for-accurate-enterprise-ai): Behind every AI-powered search, assistant, or generative experience sits a massive volume of documents: policies, manuals, contracts, knowledge articles, product data, created for humans, not machines.
- [Beyond Keywords: Why AI Data Enrichment Is the Missing Link for AI‑Powered Commerce](https://lucidworks.com/blog/beyond-keywords-why-ai-data-enrichment-is-the-missing-link-for-ai-powered-commerce): Across B2B and B2C commerce, teams invest heavily in tuning ranking models, deploying semantic search, and experimenting with generative AI. Yet results still fall short. Shoppers see too many “no results” searches, weak recommendations, and frustrating discovery experiences. The root cause is surprisingly consistent: product data that doesn’t reflect how people actually search.
- [Why the World’s Best Enterprises Choose Lucidworks for Search, and Why It Matters Now](https://lucidworks.com/blog/why-the-worlds-best-enterprises-choose-lucidworks-for-search-and-why-it-matters-now): Search has quietly become one of the most strategic systems in the modern enterprise. Whether it’s powering a global eCommerce experience, enabling self-service support, or grounding AI agents with trustworthy answers, search is no longer a feature. It’s infrastructure. And when it fails—through irrelevant results, hallucinated answers, or systems that can’t scale—the cost is immediate and visible in lost revenue, wasted time, and damaged trust.
- [Humans Can Be Human, Lucidworks Takes Care of the Rest](https://lucidworks.com/blog/humans-can-be-human-lucidworks-takes-care-of-the-rest): The modern digital experience must be built for humans as they actually are, not as systems would have them be. That belief sits at the core of Lucidworks, and it’s why our technology is designed to understand intent, context, and meaning, even when queries are messy, incomplete, or wrong.
- [Cyber 5 2025’s Story Is About Change: Mobile and AI-Powered Natural-Language Search Are Redefining Holiday Shopping](https://lucidworks.com/blog/cyber-5-2025s-story-is-about-change-mobile-and-ai-powered-natural-language-search-are-redefining-holiday-shopping): The Black Friday through Cyber Monday period offers a window into where shoppers’ online behavior and expectations are heading. Cyber 5 2025 highlighted a clear trend: mobile is now the dominant channel, and shoppers expect website search to act like the digital equivalent of an in-store expert—a knowledgeable assistant that understands their needs, not just a keyword filter.
- [Introducing Lucidworks Dynamic Index](https://lucidworks.com/blog/introducing-lucidworks-dynamic-index): Lucidworks Dynamic Index™ is a query-time personalization engine that instantly attaches the correct price, inventory, and entitlements to each shopper—without reindexing.
- [Lucidworks Named a Leader: What This Means for Search, AI—and Your Business](https://lucidworks.com/blog/lucidworks-named-a-leader-what-this-means-for-search-ai-and-your-business): Lucidworks’ recognition as a Leader signals that enterprise search and AI now require orchestration, precision retrieval, and proven scalability—not standalone LLMs.
- [MCP vs. ACP: What’s the Difference, and When Should Each Be Used?](https://lucidworks.com/blog/mcp-vs-acp-whats-the-difference-and-when-should-each-be-used): Artificial intelligence is changing how people interact with data, products, and content. But as organizations integrate generative AI into enterprise search and ecommerce, many encounter a critical question: what’s the right protocol for my use case?
- [The Future of Digital Commerce with ACP: From Static Catalogs to Agent Negotiations](https://lucidworks.com/blog/the-future-of-digital-commerce-with-acp-from-static-catalogs-to-agent-negotiations): For decades, digital commerce has been built around a familiar concept: the static product catalog. Every item has a description, an image, a price, and a fixed place in the hierarchy of search results.
- [Will Copilot redefine enterprise search?](https://lucidworks.com/blog/will-copilot-redefine-enterprise-search): Discover whether Copilot and other AI agents will replace or enhance enterprise search.
- [Bursting The AI Bubble Might Be the Best Thing That Happens to High-Tech Leaders](https://lucidworks.com/blog/bursting-the-ai-bubble-might-be-the-best-thing-that-happens-to-high-tech-leaders): For the last two years, the AI market has grown at a pace that even the semiconductor industry would call “aggressive.” Budgets exploded. Roadmaps ballooned. Boards demanded “agentic AI” before many teams had mastered basic automation.
- [How to Integrate MCP into Existing Enterprise Systems](https://lucidworks.com/blog/how-to-integrate-mcp-into-existing-enterprise-systems): Most organizations have already experimented with large language models (LLMs) and retrieval-augmented generation (RAG). But as pilots move into production, one key question dominates IT roadmaps:
- [Real-World Examples of MCP in Action: From Chatbots to Enterprise Copilots](https://lucidworks.com/blog/real-world-examples-of-mcp-in-action-from-chatbots-to-enterprise-copilots): In the world of AI agents, Model Context Protocol (MCP) is fast becoming the glue that makes agents more reliable, safe, and context-aware. But theory only goes so far.
- [Why Protocols Matter for AI Agents: From Context to Commerce](https://lucidworks.com/blog/why-protocols-matter-for-ai-agents-from-context-to-commerce): AI agents are rapidly becoming the connective tissue of modern enterprise systems. They don’t just answer questions — they act, transact, and learn.
- [Enterprise AI adoption in 2026: Trends, gaps, and strategic insights](https://lucidworks.com/blog/enterprise-ai-adoption-in-2026-trends-gaps-and-strategic-insights): Based on Lucidworks’ 2025 AI Benchmark Study of 1,600+ AI leaders and autonomous analysis of 1,100+ companies
- [Agentic AI and the Rise of Protocols: Where the Ecosystem Is Headed Next](https://lucidworks.com/blog/agentic-ai-and-the-rise-of-protocols-where-the-ecosystem-is-headed-next): n 2025, we’re moving fast toward a new paradigm in AI: agents that don’t just answer questions, but orchestrate tasks, call APIs, reason through workflows, and take action.
- [MCP and Context Windows: Why Protocols Matter More Than Bigger LLMs](https://lucidworks.com/blog/mcp-and-context-windows-why-protocols-matter-more-than-bigger-llms): Over the last year, the race to expand LLM context windows has felt like the arms race of AI. Each model release trumpets a bigger number — from 8K to 128K, then to a million tokens and beyond.

## Pages
- [The 2026 Enterprise Search Buyer’s Guide](https://lucidworks.com/guides/enterprise-search-buyers-guide): How to evaluate enterprise search platforms, AI search solutions, and enterprise retrieval infrastructure.
- [Enterprise search: the complete guide for AI-powered enterprises in 2026](https://lucidworks.com/guides/enterprise-search): Guide · Enterprise search
- [AI Agent Library](https://lucidworks.com/agent-database)
- [MCP Server](https://lucidworks.com/mcp-server): Lucidworks MCP server Topic Answer What is Lucidworks MCP Server? A standardized MCP endpoint that connects AI assistants to enterprise data. Why is it needed? Eliminates custom integrations and improves AI accuracy and security. How does it work? AI → MCP Server → Lucidworks Platform → secure, relevant results. Key benefit Faster AI deployment with better, governed answers. Who is it for? Enterprises building AI agents, copilots, and knowledge assistants. Business impact Up to 10× faster integration and reduced engineering overhead. Why Lucidworks: more than connectivity Capability / outcome Lucidworks MCP server Basic MCP from others Retrieval quality ML ranking, hybrid retrieval, chunking Raw or basic retrieval Security Enterprise governance built in Limited or external Deployment Self-hosted and flexible Typically hosted only Extensibility API-first, developer-ready Tool-specific or none
- [B2B Manufacturing](https://lucidworks.com/b2b-manufacturing): Lucidworks supports global, high-SKU, spec-driven B2B manufacturers across:
- [Lucidworks vs. AWS OpenSearch](https://lucidworks.com/compare/lucidworks-vs-aws-opensearch): Feature-by-Feature: Lucidworks Fusion vs. AWS OpenSearch Capability Lucidworks Fusion AWS OpenSearch Enterprise-Grade AI & Deep Learning HighPurpose-built AI and search platform combining Neural Hybrid Search, behavioral signals, and domain-aware relevance across commerce, support, and knowledge workloads. MediumPrimarily an indexing and query engine; AI capabilities rely on add-ons and external services rather than native, profound relevance modeling. Generative AI & LLM Integration HighNative support for RAG, prompt orchestration, grounding, governance, and bring-your-own LLMs (open or proprietary) within controlled pipelines. MediumRelies on integration with Amazon Bedrock or custom tooling; GenAI orchestration, grounding, and guardrails must be assembled manually. AI Customization & Control HighFull control over ranking models, embeddings, signals, pipelines, and AI decision logic; no black-box relevance. Low / MediumRelevance tuning is manual, mainly rules-based; advanced AI customization requires significant engineering effort. Search + Discovery vs. Indexing Engine HighComplete search, discovery, recommendations, and analytics platform designed for business outcomes. LowPrimarily a search and analytics engine; discovery, personalization, and business logic must be built separately. Unified Platform for Multiple Use Cases HighPowers commerce search, site search, knowledge search, support deflection, and internal discovery from one platform. MediumCommonly deployed per use case or application; lacks native multi-experience orchestration. Handling Complex, Diverse Enterprise Data HighBuilt on scalable Solr architecture with enrichment pipelines for structured, unstructured, semi-structured, and streaming data. MediumStrong for log and text indexing; complex enrichment, normalization, and cross-domain relevance require custom development. Actionable Business Insights & Optimization HighSignals Beacon and Analytics Studio surface actionable insights to tune relevance, drive conversions, and optimize content. LowDashboards and metrics focus on operational performance rather than business or relevance optimization. Ease of Use for Non-Developers HighNo-code / low-code tools for merchandisers, content owners, and analysts to tune relevance without engineering. LowChanges typically require developers or DevOps; no native business-user tooling. Deployment & Infrastructure Flexibility HighFully self-hosted with control over infrastructure, security, data locality, and compliance; deploy anywhere. MediumManaged service tightly coupled to the AWS ecosystem; limited flexibility outside AWS. Predictable Enterprise Pricing & TCO HighClear licensing aligned to enterprise search use cases; avoids surprise infrastructure and usage costs. Medium / LowConsumption-based pricing (compute, storage, data transfer) can become unpredictable and costly at scale.
- [Maximize Revenue with AI Dynamic Index for e-Commerce](https://lucidworks.com/platform/ai-modules/dynamic-index): Datasheet
- [NRF New York 2026 – VIP Dinner](https://lucidworks.com/info/nrf-newyork-2026-vip-dinner): 5:30 – 6:30 PMNetworking, Cocktails & Hors d’Oeuvres
- [Personalization That Drives Engagement and Revenue](https://lucidworks.com/platform/ai-modules/personalization-module): +391%
- [AI Recommendations That Convert](https://lucidworks.com/platform/ai-modules/recommendations-module): +391%
- [AI Searchahead for Faster Search Experiences](https://lucidworks.com/platform/ai-modules/searchahead-module): +391%
- [AI Browse for Personalized Discovery](https://lucidworks.com/platform/ai-modules/browse-module): +391%
- [Boost AI Performance with Data Enrichment](https://lucidworks.com/platform/ai-boosters/ai-data-enrichment): /* --- PART 4: FORCE SLIM HEADER --- */
- [AI Summarization for Search and Knowledge Discovery](https://lucidworks.com/platform/ai-boosters/ai-summarization): +391%
- [AI Classification for Search and Commerce](https://lucidworks.com/platform/ai-boosters/ai-classification): Key components Semantic AI Classification Uses natural language understanding (NLU) to recognize topics, attributes, and intent—automatically applying accurate labels. Automated Taxonomy Management Continuously refines and maintains product or content taxonomies based on evolving data patterns and user behavior. Product and Content Categorization Applies consistent, rule-free classification across catalogs, documents, and knowledge bases for unified discovery experiences. Hybrid Model Intelligence Combines traditional metadata analysis with neural models to ensure precision and flexibility across all data types. Personalization Enablement Feeds classified data into recommendation, ranking, and personalization systems to tailor every interaction. Scalable Across Domains Equally effective for eCommerce, enterprise knowledge, or digital experience platforms—anywhere structure drives discovery. Lucidworks AI classification features and functions Key component Function / value proposition Data & intelligence analyzed / used Semantic AI classification Automatically applies accurate labels. Natural language understanding (NLU) to recognize topics, attributes, and intent. Automated taxonomy management Continuously refines and maintains taxonomies. Evolving data patterns and user behavior. Product and content categorization Applies consistent, rule-free classification. Catalogs, documents, and knowledge bases (for unified discovery). Hybrid model intelligence Ensures precision and flexibility across all data types. Traditional metadata analysis combined with neural models. Personalization enablement Tailors every interaction. Classified data fed into recommendation, ranking, and personalization systems. Scalable across domains Effective for diverse classification needs. e-commerce, enterprise knowledge, or digital experience platforms.
- [AI Chunking for Smarter Data Retrieval](https://lucidworks.com/platform/ai-boosters/ai-chunking): +391%
- [AI-Driven Keyword Extraction for Smarter Search](https://lucidworks.com/platform/ai-boosters/ai-driven-keyword-extraction-for-smarter-search): +391%
- [UI Studio: deliver high-converting search experiences in hours](https://lucidworks.com/platform/studios/ui-studio): Modern digital teams are under pressure to launch AI-powered search, product discovery, and knowledge experiences faster than ever.
- [AI-Driven, Product-Centric Questions and Answers](https://lucidworks.com/platform/ai-agents/questions-and-answers-agent): +391%
- [AI Insights for Smarter Merchandising](https://lucidworks.com/platform/ai-agents/merchandising-ai-agent): +8%
- [Boost Conversions with AI-Powered Guided Selling](https://lucidworks.com/platform/ai-agents/guided-selling-agent): +8%
- [AI-Powered Conversational Q&A Agent Built for Enterprises](https://lucidworks.com/platform/ai-agents/ai-powered-conversational-qa-agent-built-for-enterprises): 8%
- [Composable AI Modules for Your Digital Experience](https://lucidworks.com/platform/ai-modules): .lw-30-30-40-feature-title { color: #A4C6F7; }
- [AI Agents That Transform Digital Experience](https://lucidworks.com/platform/ai-agents): 8%
- [Smarter Search Starts with AI Boosters](https://lucidworks.com/platform/ai-boosters): +8%
- [B2B Atlanta 2025 – Meeting – Thank You!](https://lucidworks.com/info/b2b-atlanta-2025-meeting-thank-you)
- [B2B Atlanta 2025 – VIP Dinner](https://lucidworks.com/info/b2b-atlanta-2025-dinner): Connect with business and technology leaders in Atlanta over cocktails and dinner while exploring how agentic AI, data-driven personalization, and CX innovation are shaping strategies for 2026 and beyond.
- [B2B Atlanta 2025 – Meet With Us](https://lucidworks.com/info/b2b-atlanta-2025-meeting): Connect 1:1 with ecommerce and AI experts to explore how AI-powered search and discovery can drive innovation, enhance B2B buying experiences, and align with your digital transformation roadmap.
- [Lucidworks vs. Rezolve AI](https://lucidworks.com/compare/lucidworks-vs-rezolve-ai): Feature-by-Feature: Lucidworks vs. Rezolve AI Capability Lucidworks Rezolve AI Enterprise-Grade AI & Deep Semantic Understanding HighLucidworks’ Neural Hybrid Search combines keyword + embeddings + deep learning to deliver semantic relevance across complex domains and knowledge data sets. MediumStrong in conversational AI and fine-tuned models, but core semantic search across broad corpora is less mature than a dedicated discovery engine. Generative AI / RAG & Conversational Integration HighSupports retrieval-augmented generation pipelines, conversational query paths, summarization, and extractive responses backed by real enterprise data. MediumConversational AI with multiple LLM integrations and fine-tuned GenAI models with guardrails for dialogue. Data Ingestion, Connectors & Integration HighRobust Data Acquisition: real-time ingestion, broad connector library (CMS, CRM, PIM, LLM, cloud sources), transformation, and normalization. MediumIntegrates with back-end systems (CRM, ticketing, knowledge bases) to power assistants. Conversational / Virtual Assistant Capability MediumPrimarily a search & discovery / AI platform; supports “Smart Answers” and Q&A agents via its AI orchestration engine. HighPurpose-built for conversational AI / virtual assistants, omnichannel dialogue, hand-offs, and conversation orchestration. Flexibility, Customization & Extensibility HighExtensible by design: custom ranking, embeddings, pipelines, plugin points, and bring-your-own models (TensorFlow, PyTorch, etc.). MediumCustomizable (dialog definitions, flows, agents, plug-ins) with low-/no-code tools; deep customization beyond conversational logic is not the primary domain. Handling Complex, Diverse Data / Multi-Domain Use Cases HighBuilt to index and search across structured, semi-structured, unstructured, multimedia, knowledge bases, and domain silos. MediumOptimized for conversational flows and knowledge bases; less suited for large-scale, multi-domain indexing, analytics, and unified discovery across varied data types. Business / Operational Insights & Analytics HighAnalytics Studio and Signals Beacon capture behavioral signals, detect anomalies, and provide reporting and insights to improve relevance and conversion. Low-MediumConversational analytics, dialog performance metrics, and usage dashboards; fewer insights tied to discovery, search conversion, and cross-channel optimization. Deployment Options & Enterprise Scale HighSaaS, self-hosted, hybrid, and multi-cloud options with clustering, high availability, and disaster recovery architectures. MediumFlexible deployment (cloud, on-prem) for conversational agents; scaling optimized for chat/dialog workloads rather than enterprise search scale. Ease of Use / Business User Tools HighNo-code/low-code studios, rule editors, previews, and analytics for non-developers to manage relevance and promotions. HighStrong low-/no-code conversational design tools, builder UIs, and business-user management of agents.
- [Lucidworks vs. Kore.ai](https://lucidworks.com/compare/lucidworks-vs-kore-ai): Feature-by-Feature: Lucidworks vs. Kore.ai Capability Lucidworks Kore.ai Enterprise-Grade AI & Deep Semantic Understanding HighLucidworks’ Neural Hybrid Search combines keyword + embeddings + deep learning to deliver semantic relevance across complex domains and knowledge data sets. MediumStrong in conversational AI and fine-tuned models, but core semantic search across broad corpora is less mature than a dedicated discovery engine. Generative AI / RAG & Conversational Integration HighSupports retrieval-augmented generation pipelines, conversational query paths, summarization, and extractive responses backed by real enterprise data. MediumConversational AI with multiple LLM integrations and fine-tuned GenAI models with guardrails for dialogue. Data Ingestion, Connectors & Integration HighRobust Data Acquisition: real-time ingestion, broad connector library (CMS, CRM, PIM, LLM, cloud sources), transformation, and normalization. MediumIntegrates with back-end systems (CRM, ticketing, knowledge bases) to power assistants. Conversational / Virtual Assistant Capability MediumPrimarily a search & discovery / AI platform; supports “Smart Answers” and Q&A agents via its AI orchestration engine. HighPurpose-built for conversational AI / virtual assistants, omnichannel dialogue, hand-offs, and conversation orchestration. Flexibility, Customization & Extensibility HighExtensible by design: custom ranking, embeddings, pipelines, plugin points, and bring-your-own models (TensorFlow, PyTorch, etc.). MediumCustomizable (dialog definitions, flows, agents, plug-ins) with low-/no-code tools; deep customization beyond conversational logic is not the primary domain. Handling Complex, Diverse Data / Multi-Domain Use Cases HighBuilt to index and search across structured, semi-structured, unstructured, multimedia, knowledge bases, and domain silos. MediumOptimized for conversational flows and knowledge bases; less suited for large-scale, multi-domain indexing, analytics, and unified discovery across varied data types. Business / Operational Insights & Analytics HighAnalytics Studio and Signals Beacon capture behavioral signals, detect anomalies, and provide reporting and insights to improve relevance and conversion. Low-MediumConversational analytics, dialog performance metrics, and usage dashboards; fewer insights tied to discovery, search conversion, and cross-channel optimization. Deployment Options & Enterprise Scale HighSaaS, self-hosted, hybrid, and multi-cloud options with clustering, high availability, and disaster recovery architectures. MediumFlexible deployment (cloud, on-prem) for conversational agents; scaling optimized for chat/dialog workloads rather than enterprise search scale. Ease of Use / Business User Tools HighNo-code/low-code studios, rule editors, previews, and analytics for non-developers to manage relevance and promotions. HighStrong low-/no-code conversational design tools, builder UIs, and business-user management of agents.
- [Lucidworks vs. HawkSearch](https://lucidworks.com/compare/lucidworks-vs-hawksearch): Feature‑by‑Feature: Lucidworks vs. HawkSearch Capability Lucidworks HawkSearch AI / LLM & Semantic Understanding HighLucidworks AI/Neural Hybrid Search enables deep semantic matching across structured and unstructured data, with support for custom embeddings, vector and keyword search, and retrieval-augmented generation patterns. MediumHawkSearch supports “Smart Search” including concept search, visual search, and GenAI-style responses via LLM agents. GenAI / Conversational / Smart Response HighSupports conversational search, summarization, and GenAI via retrieval-augmented pipelines with enterprise governance and prompt customization. MediumSmart Response summarizes and answers queries, but with more limited model control and customization. Data Acquisition & Connectors HighData Acquisition supports real-time ingestion, transformation, normalization, and numerous out-of-the-box connectors (CMS, PIM, CRM, LLMs). MediumConnectors and APIs (REST, SDKs) with common platform integrations, but less breadth of enterprise data tooling. Merchandising & Business Rule Control HighCommerce Merchandising Studio: drag-and-drop rules, boost/bury, pinning, preview, multivariate testing—driven by AI signals. MediumBoost/bury, dynamic targeting, and marketer-friendly tools. Handling Complex, Multi-Domain / Multi-Modal Data High Scalable Solr-based core with AI pipelines; handles structured, semi-structured text, images, embeddings, and multimodal fusion. MediumConcept search, visual/image search, and multimodal inputs supported. Developer Flexibility & Extensibility HighOpen APIs, custom ranking models, custom embeddings, plugin pipelines, and bring-your-own models (TensorFlow, PyTorch). MediumREST APIs, SDKs (React, Vue), and configurable pipelines; deeper model customization is more constrained. Operational Scale, Resilience & Deployment Choice HighSaaS, self-hosted, or hybrid; clustering, high availability, disaster recovery, and cross–data center scaling. MediumPrimarily cloud/SaaS; no on-prem or hybrid architectures. Business Insights & Analytics / Merchandising Intelligence HighSignals Beacon for deep signal analysis, anomaly detection, merchandising insights, and recommendations. Medium Reporting, conversion/traffic metrics, product dashboards; less advanced AI insights for optimization. Ease of Use / Business User Tools HighNo-code/low-code studios, rule editors, preview tools—non-developers can manage relevance and promotions. MediumWorkbench and merchandising UIs; complex setups often need technical support. Transparent Enterprise Pricing & Licensing HighDesigned for large, multi-app deployments with transparent licensing and enterprise support. MediumSearch/AI usage licensing; pricing varies by channels, tiers, and customization scope.
- [Compare Lucidworks to Other Search & AI Platforms](https://lucidworks.com/compare/competitor-comparison-hub): Explore how Lucidworks compares head-to-head against leading platforms:
- [Lucidworks vs. Elasticsearch](https://lucidworks.com/compare/lucidworks-vs-elasticsearch): Feature‑by‑Feature: Lucidworks vs. Elasticsearch Capability Lucidworks Elasticsearch Business Application Readiness HighA complete, out-of-the-box platform for commerce, support, and workplace applications. LowA powerful engine that requires significant development effort to build a business application. Total Cost of Ownership (TCO) HighLower TCO by providing a complete solution without the need for a large, dedicated engineering team to build it. LowHigh TCO due to the "hidden" costs of the large development team required to build and maintain an application. Time-to-Value HighDeploy a sophisticated, AI-powered solution in a fraction of the time. LowRequires months or years of development to replicate the features Lucidworks provides on day one. Business User Empowerment HighProvides user-friendly tools for merchandisers and business users to control the experience directly. LowLacks out-of-the-box business user features; changes require developer sprint cycles. Applied AI for Business Problems HighPurpose-built AI models for specific business outcomes, like increasing conversions or improving productivity. MediumProvides AI building blocks (like vector search) but leaves the application and tuning to developers. Relevance Tuning Complexity HighDelivers superior relevance out-of-the-box and simplifies tuning for business goals. LowAchieving high-quality relevance is a notoriously complex and manual process requiring specialized skills. Operational Overhead HighA managed platform that reduces the operational burden on your teams. LowManaging, scaling, and securing a cluster is a complex task that can require a dedicated team. Generative AI Approach HighProvides applied, secure GenAI solutions for specific business problems. MediumProvides a foundational GenAI toolkit for developers to build their solutions. Developer Flexibility & Engine Power HighAn extensible platform built on open-source for deep customization. HighPotent and flexible engine for developers building custom solutions from the ground up. Developer Community & Adoption MediumA strong community focused on enterprise search and discovery applications. HighA massive, active global community, making it a de facto standard for developers.
- [Lucidworks vs. Oracle Endeca](https://lucidworks.com/compare/lucidworks-vs-oracle-endeca): Feature‑by‑Feature: Lucidworks vs. Oracle Endeca Capability Lucidworks Oracle Endeca AI & Machine Learning Capabilities HighBuilt for the AI era with native semantic search, personalization, and generative AI features LowLacks native, modern AI/ML capabilities, vector search, and advanced personalization features Architecture & Flexibility HighA flexible, API-first architecture designed for modern, composable, and cloud-native tech stacks LowA monolithic, on-premises architecture that is not suited for the modern cloud and stifles business agility Total Cost of Ownership (TCO) HighA flexible subscription model with lower overhead and no need for rare, specialized developer talent LowRequires expensive licensing, high annual maintenance fees, and costly specialized consultants to manage Innovation & Future-Proofing HighContinuous innovation with features like a "bring your model" generative AI approach to evolve with the market LowThe platform has seen minimal innovation since its acquisition and has no path to modern AI Speed & Agility for Business Users HighA modern UI empowers merchandisers with a blend of AI automation and control, enabling rapid changes LowThe platform is notoriously difficult to modify; simple changes require complex and slow development cycles Generative AI Readiness HighA comprehensive, secure, and flexible generative AI offering with enterprise-grade governance LowNo native generative AI capabilities whatsoever; it is a legacy platform from a pre-AI era Handling of Unstructured Data HighExcels at handling a massive diversity of data, including unstructured content like reviews and manuals LowPowerful for highly structured product catalogs, but is fundamentally limited to pre-defined data paths Talent & Resource Availability HighBuilt on modern technologies that leverage a vast and growing pool of available developer talent LowThe pool of developers with Endeca expertise is shrinking and rare, making support difficult and expensive Developer Experience HighAn API-first platform that empowers developers with flexibility and modern tools. LowConsidered a "black box" that is difficult and frustrating for developers to work with Guided & Faceted Navigation HighProvides all the functionality of modern faceted search and navigation. MediumThe original pioneering platform for Guided Navigation (faceted search) is still powerful for that purpose
- [Lucidworks vs. Google Vertex AI for Commerce](https://lucidworks.com/compare/lucidworks-vs-google-vertex-ai): Feature‑by‑Feature: Lucidworks vs. Google Vertex AI for Commerce Capability Lucidworks Google Vertex AI for Commerce Search & Personalization Specialization HighPurpose-built for e-commerce, offering superior relevance and intent understanding that drives 30% higher conversions. MediumA broader suite of retail AI tools, where search is one component, is potentially outpaced by niche players. Ease of Use & Deployment HighIntuitive interface and faster setup ensure quick time-to-value for retailers. LowSetup is noted to be "complex" and "convoluted," requiring significant technical expertise. Multi-Cloud Flexibility HighSupports multi-cloud and hybrid environments, providing agility for diverse tech stacks. LowCreates "Google Ecosystem Lock-in," limiting flexibility for businesses using non-Google platforms. Pricing Transparency HighOffers a clear, predictable subscription model, avoiding unpredictable costs. LowA multidimensional, pay-as-you-go model with "pricing opacity" that can deter retailers. Merchandiser Control HighProvides ultimate control for merchandisers, coupled with "just enough" automation, avoiding a black box approach. MediumLeverages Google's proprietary signals, which can be less transparent for teams wanting deep control. Generative AI Flexibility HighSupports multiple LLMs and custom models across clouds, providing greater flexibility and avoiding vendor lock-in. MediumRelies on a "Google-centric Model Garden," offering less flexibility for integrating other models. Retail-Specific AI Guardrails HighEnsures AI-generated results align with specific brand guidelines and retail KPIs, offering stronger, tailored control. MediumIncludes broader, general-purpose Al safety filters that are less tailored to specific retail needs. Customer Feedback HighConsistently outperforms in e-commerce, with clients seeing higher engagement and revenue. MediumFeedback is mixed; while large enterprises report success, others cite "mediocre" results and complexity. Brand Power & Infrastructure MediumA proven, established leader in the specialized search and product discovery market. HighPart of Google Cloud and Alphabet Inc., leveraging massive brand recognition and global infrastructure.
- [Lucidworks vs. Constructor](https://lucidworks.com/compare/lucidworks-vs-constructor): Feature‑by‑Feature: Lucidworks vs. Constructor Capability Lucidworks Constructor Enterprise-Wide Scope HighA single platform for all enterprise touchpoints: commerce, support, workplace, and marketing. LowNiche market focus on e-commerce makes them unsuitable for enterprises seeking a single search platform. AI Customization & Control HighAn open, extensible platform that empowers data science teams to build and fine-tune their own ML models. MediumA proprietary "glassbox" that, while providing some transparency, offers less control than Lucidworks. Complex Commerce Readiness HighExcels in complex industries like manufacturing (parts search) and finance, handling unstructured data with ease. MediumOptimized for standard B2C and B2B retail catalogs, not complex industrial or financial data. Deployment Flexibility HighSupports on-premises, hybrid, and multi-cloud deployments, adapting to your infrastructure needs. LowA cloud-native, multi-tenant SaaS that dictates your infrastructure choices. Data Diversity HighHandles a full spectrum of diverse and unstructured data, from technical manuals to complex B2B configurations. LowExplicitly optimized for e-commerce catalog and clickstream data. Generative AI Security & Governance HighThe foundation of the enterprise is built for robust security, featuring trimming, granular access controls, and AI guardrails. MediumA tool built for commerce KPIs may not have the robust security posture required for the entire enterprise. Platform Openness HighFoundation in open-source technologies provides flexibility and helps enterprises avoid vendor lock-in. LowA proprietary solution that offers less flexibility and control for organizations that prefer open-source tech. E-commerce KPI Focus MediumA strategic platform focused on broad enterprise value, including but not limited to commerce KPIs. MediumMarketing and sales are heavily centered on delivering measurable improvements to key e-commerce metrics. Customer Support Model HighAn extensible platform that empowers internal data science and engineering teams to build and customize. MediumFrequently praised for exceptional "white-glove" service and a deep partnership approach. Total Cost of Ownership HighOffers a lower TCO by providing a single platform for all enterprise search, reducing vendor sprawl and data silos. MediumA premium price point for a solution that addresses only one part of the enterprise ecosystem.
- [Lucidworks vs. Glean](https://lucidworks.com/compare/lucidworks-vs-glean): Feature‑by‑Feature: Lucidworks vs. Glean Capability Lucidworks Glean Enterprise Security & Governance HighProvides the robust guardrails, data governance, and security trimming that your CISO demands. LowIts most significant weakness is the lack of critical enterprise-grade security features, such as RBAC and security trimming. Use Case Scope HighA single platform for both internal (workplace) and external, revenue-generating (e-commerce, support) applications. LowPrimarily focused on internal, employee-facing search, with a less proven track record in customer-facing applications. AI Model Flexibility & Control HighA true "Bring Your Own Model" platform with deep AI pipeline customization for data science teams. LowA "black box" AI that does not currently offer a BYOM option, limiting flexibility for enterprises with specific needs. Deployment Flexibility HighAdapts to your infrastructure with full support for on-premises, hybrid, and multi-cloud deployments. LowPrimarily a cloud-native solution, which limits options for enterprises with strict data residency or hybrid-cloud needs. Regulated Industry Readiness HighA trusted choice for regulated industries, with robust, auditable AI, explainability, and superior security. LowStill nascent, the company is building its feature set for highly regulated industries that require deep compliance customizations. Market Position & Longevity HighA mature, high-value platform for complex, domain-specific challenges that native tools can't handle. LowFirst-mover advantage is "rapidly eroding" as functionality is being "cannibalized" by native AI in tools like Slack and Microsoft 365. User Engagement Trends HighDrives value in high-impact, mission-critical applications across the enterprise. LowCustomer usage has "dropped significantly" as the initial novelty wears off and "good enough" alternatives emerge. Total Cost of Ownership HighA more flexible and cost-effective path to AI with modular pricing and a lower TCO for enterprise-wide deployment. MediumPremium positioning is under pressure to drop, and new features will be charged as add-on SKUs, potentially increasing costs. User-Centric Design & Simplicity MediumAn open, extensible platform designed for power users, data scientists, and developers to build tailored solutions. HighPraised for its intuitive, consumer-like search experience, leading to high initial user adoption rates. Initial Market Momentum MediumA mature, established leader in enterprise search and AI. HighHas demonstrated rapid growth and high investor confidence, creating significant market momentum.
- [Lucidworks vs. Bloomreach](https://lucidworks.com/compare/lucidworks-vs-bloomreach): Feature‑by‑Feature: Lucidworks vs. Bloomreach Capability Lucidworks Bloomreach Enterprise‑Wide Use Cases HighPowers all search needs—from e-commerce and marketing to internal knowledge and support portals—from a single platform. LowPrimarily commerce-focused; less suited for non-commerce use cases like enterprise knowledge management. Platform Flexibility & Openness HighBuilt on an open, extensible architecture that prevents vendor lock-in and empowers technical teams. LowA "walled garden" approach where the tightly integrated platform can create vendor lock-in. Deployment Options HighOffers total flexibility to deploy in any environment—cloud, hybrid, or on-premises—to meet data sovereignty and security needs. LowPrimarily a multi-tenant SaaS solution, offering limited flexibility for organizations with complex deployment needs. AI Customization & Control HighA transparent "cockpit" for data science teams to build, deploy, and customize ML models for any type of data. MediumAI is powerful but highly tuned for commerce data; it can be a "black box" with a steep learning curve for advanced customization. Generative AI Scope & Governance HighEnterprise-grade GenAI with robust security guardrails and model flexibility for use across the entire business. MediumGenAI is focused on "conversational shopping," which may not address broader enterprise security and governance concerns. Composable Architecture Fit HighAPI-first, open-source foundation serves as the central "intelligence" layer, connecting to any best-of-breed system. MediumThe all-in-one suite can feel monolithic in a world moving toward agile, composable architectures. Total Cost of Ownership (TCO) HighA single platform for all enterprise search reduces TCO by breaking down data silos. MediumAs a premium, enterprise-focused platform, the total cost of ownership can be substantial. Integrated Commerce Suite LowA best-of-breed intelligence layer that integrates with your existing commerce stack. HighA tightly integrated, end-to-end solution combining search, content, and marketing automation for commerce. Data Type Versatility HighAI can be applied to any data, structured or unstructured, across diverse and complex landscapes. LowAI is highly tuned specifically for commerce data, such as products and customer behavior. Complexity and Learning Curve MediumThe platform's deep flexibility is best leveraged by data science teams and organizations that require granular control and customization. LowThe breadth of the platform can lead to a steep learning curve and a complex implementation process.
- [Lucidworks vs. Coveo](https://lucidworks.com/compare/lucidworks-vs-coveo): Feature‑by‑Feature: Lucidworks vs. Coveo Capability Lucidworks Coveo AI Transparency & Explainability HighOur "glass box" approach offers deep model transparency, letting you customize the "why" behind your results. LowThe AI can be a "black box," making it challenging for customers to understand and customize the logic. Foundation & Openness HighBuilt on a flexible, open-source foundation (Solr/Spark) that prevents vendor lock-in and encourages customization. LowA proprietary platform that can lead to vendor lock-in, making it difficult for customers to switch solutions. Deployment Flexibility HighFreedom to deploy anywhere—on-premises, hybrid, or multi-cloud—to meet your specific data and security needs. MediumPrimarily a cloud-native SaaS platform, which offers less flexibility for complex enterprise IT environments. Total Cost of Ownership (TCO) HighLower TCO by reducing the need for expensive professional services, thanks to platform flexibility and a wide open-source talent pool. LowCan be complex and costly to implement, often requiring significant professional services engagement. AI Model Flexibility (Generative AI) HighA "bring your own model" approach provides unmatched flexibility, letting you integrate the best LLMs for your business. MediumGenerative AI is more tightly integrated with specific models, offering less choice and control over your AI roadmap. Data Scientist Empowerment HighEnables data scientists to integrate their own models and thoroughly customize the AI pipeline for tailored innovation. LowOffers pre-built AI models with more limited customization options and less transparency into their inner workings. Enterprise-Wide Application HighAn intelligent fabric for the entire enterprise, powering everything from e-commerce to complex internal R&D knowledge bases. MediumStrengths are concentrated in specific solutions for Commerce, Service, and Website search. Unified Relevance Platform MediumA unified solution for all search and discovery needs across the enterprise. MediumEffectively markets a single, unified platform that addresses multiple business needs from a single vendor. Partner Ecosystem & Integrations MediumA network of technology and implementation partners to extend reach and capabilities. MediumDeep integrations with major enterprise platforms like Salesforce, SAP, and Adobe streamline implementation. Platform Complexity MediumThe platform's flexibility is best leveraged by organizations with strong in-house technical teams. LowUsers find the platform has a steep learning curve and can be challenging to manage without dedicated expertise.
- [Lucidworks vs. Algolia](https://lucidworks.com/compare/lucidworks-vs-algolia): Feature‑by‑Feature: Lucidworks vs. Algolia Capability Lucidworks Algolia Enterprise‑Grade AI & Deep Learning HighAdvanced deep learning delivers semantic understanding across complex commerce and knowledge data sets for hyper‑relevant results. MediumOptimized for speed and relevance tuning; AI capabilities are newer and focused on basic semantic search. Generative AI & LLM Integration HighSecure retrieval‑augmented generation with flexible bring‑your‑own‑model options and enterprise‑grade governance. MediumIntroduced GenAI features lack robust security controls and custom model support. Deployment Flexibility HighDeploy on‑premises, hybrid, multi‑cloud or SaaS to meet data sovereignty and compliance requirements. LowCloud‑only deployment limits flexibility and compliance options. AI Customization & Extensibility HighOpen, extensible platform allows custom ranking models, embeddings and control over the AI pipeline. LowFunctions like a black box with limited transparency and customization. Unified Platform for Internal & External Experiences HighConnects customer‑facing sites, employee portals and support apps for a consistent search, discovery and personalization experience. MediumFocused primarily on customer‑facing search and discovery use cases. Handling Complex, Diverse Data HighBuilt on scalable Solr architecture to ingest and enrich structured and unstructured enterprise data across silos. MediumWell suited for e‑commerce; struggles with the variety and complexity of large enterprise data. Actionable Business Insights HighSignals Beacon surfaces actionable insights to optimize search results, merchandising and content. LowProvides basic analytics; lacks deep insights and merchandising intelligence. Developer‑First Approach & APIs HighRich, flexible APIs and pipelines empower developers and data scientists to build bespoke experiences. MediumWell‑documented APIs, but limited access to deeper model customization. Ease of Use for Non‑Developers HighNo‑code Merchandising Studio enables business users to visually curate search results, recommendations and promotions. LowBusiness users often require developer assistance to make significant changes; lacks no‑code tools. Predictable Enterprise Pricing HighTransparent pricing designed for complex, multi‑application deployments without unexpected overages. MediumEnterprise pricing can be complicated and less predictable.
- [Lucidworks Special Interest Group (SIG) – B2B](https://lucidworks.com/info/lucidworks-sig-b2b): Designed specifically for our valued clients working in the B2B space, this exclusive event series offers a dedicated forum to:
- [Solutions](https://lucidworks.com/solutions)

## Stories
- [Lenovo](https://lucidworks.com/customers/lenovo): Lenovo personalized customers’ search results and improved relevancy with Lucidworks' machine learning capabilities and out-of-the-box tools.
- [Oriflame](https://lucidworks.com/customers/oriflame): Oriflame, a global beauty and wellness company, enhanced its e-commerce search experience with Lucidworks' AI-powered platform, achieving a 150% increase in search term usage.
- [Distrelec](https://lucidworks.com/customers/distrelec): Distrelec made a vast technical catalog easy to navigate—helping engineers find the right parts faster and buy with confidence. Explore the Lucidworks search playbook behind their lift in relevance and conversion.
- [STMicroelectronics](https://lucidworks.com/customers/stmicroelectronics): STMicroelectronics chose Lucidworks for its strength in handling distributed, unstructured, and legacy data with ease.
- [Morgan Stanley](https://lucidworks.com/customers/morgan-stanley): How one of the world's leading financial institutions uses AI to serve consistent information across multiple channels to 15,000 financial advisors managing $2.6 trillion in assets.
- [Celerate](https://lucidworks.com/customers/celerate): Learn how Celerate empowers professional associations with engaging search using Lucidworks Fusion.
- [Big Box Retailer](https://lucidworks.com/customers/big-box-retailer): Searches with no results kept customers from finding products that were available for purchase. Learn how one retailer solved this conundrum by partnering with Lucidworks.
- [Activewear Brand](https://lucidworks.com/customers/activewear-brand): A top athleisure brand wanted its online shoppers to receive the tailored experience offered in its stores. It partnered with Lucidworks for help.
- [Coppel](https://lucidworks.com/customers/coppel): Picture a busy evening during El Buen Fin, Mexico’s biggest shopping weekend. A shopper taps “iPhone” into the search bar—no full model name, no SKU, just the common word for what they want. A beat later, they’re browsing clean, relevant options, comparing specs that actually matter, and moving toward checkout without the usual detours. That’s the moment Coppel set out to multiply.
- [Mouser](https://lucidworks.com/customers/mouser): Engineers come to Mouser with zero tolerance for guesswork. Some arrive with a precise part number and expect a definitive result. Others start broader—“low-ESR capacitor,” “IP67 connector,” “MOSFET for motor control”—and need the system to narrow thousands of options to the handful that truly fit. Across both scenarios, Mouser turns a massive, multilingual catalog into a fast, reliable decision path, a transformation that earned the company Lucidworks’ 2025 Search Superhero Award for mission-critical search.
- [Life Insurance Company](https://lucidworks.com/customers/life-insurance-company): By rebuilding search in an employee portal, a well-known life insurance company empowered its agents to better support clients.
- [Advantage Performance Group](https://lucidworks.com/customers/advantage-performance-group): Advantage Performance Group quickly improved its site search with typeahead, faceting, filtering, and featured images.
- [Hotel Chain](https://lucidworks.com/customers/hotel-chain): Revitalizing website search and recommendations started a familiar hotel chain's transformation from business lodging to leading travel and leisure company.
- [goop](https://lucidworks.com/customers/goop): goop CTO Juan Paul Ramirez discusses how Fusion helped grow their audience from in the low tens of thousands… to an audience in the tens of millions.
- [Northwell Health](https://lucidworks.com/customers/northwell-health): Northwell Health's physician finder uses Fusion to provide patients with a digital-commerce-grade customer experience.
- [New Pig](https://lucidworks.com/customers/new-pig): Lucidworks' evolving capabilities and UI have kept New Pig armed with up-to-date tools to meet increasing customer expectations.
- [Glexim Consulting](https://lucidworks.com/customers/glexim-consulting): Adil Bousselhami, Solutions Architect at Glexim Consulting, discusses how Fusion helps centralize control over multiple business units.
- [Red Hat](https://lucidworks.com/customers/red-hat): Leveraging Fusion signals and machine learning models, Red Hat improved the detection of the intent behind users’ queries.
- [Vegas.com](https://lucidworks.com/customers/vegas-com): A full-featured mobile search experience built with Lucidworks delivers fast, scalable search using out-of-the-box features.
- [TE Connectivity](https://lucidworks.com/customers/te-connectivity): Engineers and buyers arrive at TE Connectivity’s website with a clear mission: find the right connector or sensor quickly, validate that it fits, purchase, and move forward with confidence. TE reimagined its on-site search to meet that moment—transforming a transactional search box into an intelligence layer that guides the entire journey, from first query to next best action. This effort earned TE the 2025 Superstars of Search Business Transformation Award and, more importantly, made the customer journey meaningfully simpler.

## News/Press
- [Lucidworks Announces Co-CEO Leadership Structure to Accelerate Next Phase of Growth](https://lucidworks.com/news-press/lucidworks-announces-co-ceo-leadership-structure-to-accelerate-next-phase-of-growth): Company veterans Reade Frank and Guy Sperry to lead as Co-CEOs; Drew Harman named Chairman of the Board.
- [Forbes: Lucidworks CEO Mike Sinoway on Why Token Spend Is the New Metric to Watch](https://lucidworks.com/news-press/forbes-token-spend-new-metric-lucidworks): The "tokenmaxxing" era — when companies encouraged heavy AI usage with little insight into what it cost or returned — is over. In a new Forbes Enterprise Tech feature, journalist Tim Keary examines how token spend has become the metric enterprise leaders watch most closely, and turns to Lucidworks CEO Mike Sinoway for the view from inside the enterprise.
- [HR News Canada: Executives See “Significant” AI Benefits. Frontline Workers? Not So Much.](https://lucidworks.com/news-press/hr-news-canada-executives-ai-benefits-frontline-workers): HR News Canada spotlights a core finding from the Lucidworks 2026 AI Benchmark Study: a glaring perception gap inside organizations deploying AI. Seven in ten executive leaders say their organizations are seeing "significant" benefits from AI — but only one in four frontline workers agree.
- [Lucidworks Launches UI Studio to Accelerate AI-Powered Search Experience Creation Without Coding](https://lucidworks.com/news-press/lucidworks-launches-ui-studio-to-accelerate-ai-powered-search-experience-creation-without-coding): New no-code visual experience builder enables enterprise search and digital teams to rapidly launch scalable, branded, AI-powered search and product discovery experiences
- [Lucidworks Recognized as a Leader in Everest Group Enterprise Search Products PEAK Matrix® Assessment 2026](https://lucidworks.com/news-press/lucidworks-recognized-as-a-leader-in-everest-group-enterprise-search-products-peak-matrix-assessment-2026): Lucidworks today announced it has been named a Leader in the Everest Group Enterprise Search Products PEAK Matrix® Assessment 2026.
- [Lucidworks Unveils AI Agent Purpose-Built for Delivering Grounded Answers Where Generic Chatbots Fail](https://lucidworks.com/news-press/lucidworks-unveils-ai-agent-purpose-built-for-delivering-grounded-answers-where-generic-chatbots-fail-2): Lucidworks, the leader in AI-powered search and discovery solutions, today announced the launch of its Conversational Q&A AI Agent. The Agent can answer highly technical questions using information from technical PDFs, spec sheets, images, and product manuals, delivering precision and accuracy that other AIs can’t match.
- [Lucidworks Unveils AI Agent Purpose-Built for Delivering Grounded Answers Where Generic Chatbots Fail](https://lucidworks.com/news-press/lucidworks-unveils-ai-agent-purpose-built-for-delivering-grounded-answers-where-generic-chatbots-fail): Lucidworks, the leader in AI-powered search and discovery solutions, today announced the launch of its Conversational Q&A AI Agent. The Agent can answer highly technical questions using information from technical PDFs, spec sheets, images, and product manuals, delivering precision and accuracy that other AIs can’t match.
- [Lucidworks Launches Model Context Protocol to Reduce AI Agent Integration Timelines by Up to 10x](https://lucidworks.com/news-press/lucidworks-launches-model-context-protocol-to-reduce-ai-agent-integration-timelines-by-up-to-10x): Lucidworks, a leader in AI-powered search and discovery, today announced the launch of its Model Context Protocol (MCP) server, designed to help enterprises seamlessly and securely connect AI agents to crucial enterprise data—with little custom integration required.
- [Lucidworks Launches Solr Pro Connector, A Production-and-Performance- Ready Solr Connector for Enterprise Search](https://lucidworks.com/news-press/lucidworks-launches-solr-pro-connector-a-production-and-performance-ready-solr-connector-for-enterprise-search): San Francisco – February 25, 2026 – Lucidworks, the leader in AI-powered search and product discovery, today announced the launch of the Lucidworks Solr Pro Connector, the first production-ready Solr connector built specifically for enterprise search modernization.
- [Lucidworks Launches AI Ranking Insights to Improve e-Commerce Merchandiser Experiences](https://lucidworks.com/news-press/lucidworks-launches-ai-ranking-insights-to-improve-e-commerce-merchandiser-experiences): Lucidworks, the leader in AI-powered search and product discovery, announced Lucidworks AI Ranking Insights, a new explainability capability within Lucidworks Commerce Studio.
- [Lucidworks Introduces AI-Powered Data Enrichment to Improve Search, Discovery, and Revenue for eCommerce](https://lucidworks.com/news-press/lucidworks-introduces-ai-powered-data-enrichment-to-improve-search-discovery-and-revenue-for-ecommerce): Lucidworks, the leader in AI-powered search and discovery, today announced the availability of Lucidworks Data Enrichment, a new feature of the Lucidworks Platform that automatically enriches product data using multimodal generative AI.
- [Lucidworks Named a Leader in Two IDC MarketScape Evaluations: Retail GenAI-Driven Product Discovery and Search Tools, and General-Purpose Knowledge Discovery Software](https://lucidworks.com/news-press/lucidworks-named-a-leader-in-idcs-marketscape): Lucidworks, the leading AI-powered search and product discovery provider, has been recognized as a Leader in the IDC MarketScape: Worldwide General-Purpose Knowledge Discovery Software 2025 Vendor Assessment

- [Gen AI descends into disillusionment](https://lucidworks.com/news-press/gen-ai-descends-into-disillusionment): Part of the mistrust in gen AI is driven by reservations about agents, says Mike Sinoway, CEO of AI-based enterprise search provider Lucidworks. The company’s 2025 State of Generative AI report found that only 6% of e-commerce firms had partially or fully deployed one agentic AI solution, with two-thirds lacking the infrastructure to make AI agents effective.
- [Coppel Named Winner of Lucidworks’ 2025 Superstars of Search Innovation Award for AI-Powered Product Discovery Enhancements](https://lucidworks.com/news-press/coppel-named-winner-of-lucidworks-2025-superstars-of-search-innovation-award-for-ai-powered-product-discovery-enhancements): Mexican retail leader recognized for machine learning implementation that drove record El Buen Fin performance
- [Mouser Electronics Named Winner of Lucidworks’ 2025 Superstars of Search Superhero Award for Mission-Critical Search Excellence](https://lucidworks.com/news-press/mouser-electronics-named-winner-of-lucidworks-2025-superstars-of-search-superhero-award-for-mission-critical-search-excellence): Global electronics distributor recognized for powering lightning-fast results across 44 million products in 22+ languages.
- [TE Connectivity Named Winner of Lucidworks’ 2025 Superstars of Search Business Transformation Award for Elevating the Digital Customer Experience](https://lucidworks.com/news-press/te-connectivity-named-winner-of-lucidworks-2025-superstars-of-search-business-transformation-award-for-elevating-the-digital-customer-experience): SAN FRANCISCO, CA – August 19, 2025 – the leader in AI-powered search and discovery solutions, today announced that TE Connectivity, a world leader in connectors and sensors, has been named one of the winners of the 2025 Superstars of Search Awards, earning the Business Transformation Award for successful digital experience modernization.
- [B2B sellers trail B2C in agentic AI adoption](https://lucidworks.com/news-press/b2b-sellers-trail-b2c-in-agentic-ai-adoption): Lucidworks conducted the study using an agentic AI tool to assess more than 1,100 companies. The first-of-its-kind approach evaluated actual AI deployments rather than relying on self-reported claims.
- [In recent layoffs, AI’s role may be bigger than companies are letting on](https://lucidworks.com/news-press/in-recent-layoffs-ais-role-may-be-bigger-than-companies-are-letting-on): Mike Sinoway, CEO of San Francisco software company LucidWorks, said the limitations with current AI — and a more pervasive lack of certainty in the C-suite about adoption — are reasons to believe AI has not been directly responsible for many layoffs yet. Rather than ducking the issue of where AI is already replacing workers, Sinoway said his firm’s research suggests “higher-ups are panicking because their AI efforts aren’t panning out.”
- [B2B Retailers and Manufacturers Show Strong Gains in AI-Driven eCommerce, Study Finds](https://lucidworks.com/news-press/b2b-retailers-and-manufacturers-show-strong-gains-in-ai-driven-ecommerce-study-finds): "Foundation-first" strategies deliver higher ROI, 68% plan spending increases in 2025.
- [AI Can Grow Both Your Company And Your Headcount](https://lucidworks.com/news-press/ai-can-grow-both-your-company-and-your-headcount): While most companies are eager to bring enterprise AI to a host of different functions, a new study from AI search and product discovery company Lucidworks indicates that some of them might be better off tapping the brakes. In a new study, featuring data from the company’s agentic AI “Guydbot,” which explored and evaluated digital experiences at more than 1,100 companies, Lucidworks found 65% of companies do not currently have a solid foundation on which to build more AI into their platforms.
- [Retail brands skipping steps on path to agentic AI](https://lucidworks.com/news-press/retail-brands-skipping-steps-on-path-to-agentic-ai): Retailers are deploying AI shopping assistants while lagging behind in table-stakes capabilities, such as product availability and language support. This finding comes from Lucidworks' B2C and retail-focused edition of its 2025 Generative AI Global Benchmark Study.
- [Lucidworks Annual AI Benchmark Study Finds That Retail Brands Are Skipping Steps on the Path to Agentic AI](https://lucidworks.com/news-press/lucidworks-annual-ai-benchmark-study-finds-that-retail-brands-are-skipping-steps-on-the-path-to-agentic-ai): While 34% of retailers deploy advanced AI shopping assistants, 49% don’t have product availability in search, and only 38% offer multiple languages.
- [AI Adoption Surges Among Desk Workers, Boosting Productivity and Job Satisfaction](https://lucidworks.com/news-press/ai-adoption-surges-among-desk-workers-boosting-productivity-and-job-satisfaction): While the Slack Workforce Index paints a largely positive picture of AI adoption, a contrasting study by Lucidworks presents a more cautious view.
- [Why Agentic AI Projects Fail](https://lucidworks.com/news-press/why-agentic-ai-projects-fail): Lucidworks' research found that 65% of companies lack the foundation to build useful agentic AI. This infrastructure gap creates problems for organizations implementing AI agents without addressing basic requirements.
- [Big anxiety happening around AI initiatives](https://lucidworks.com/news-press/big-anxiety-happening-around-ai-initiatives): That's a top finding from Lucidworks' "Generative AI Global Benchmark Study" which includes data from Lucidworks' agentic AI 'Guydbot' that explored and evaluated digital experiences of more than 1,100 companies across 48 industry segments.
- [Why Corporate America Is About to Regret Its GenAI Spending Spree](https://lucidworks.com/news-press/why-corporate-america-is-about-to-regret-its-genai-spending-spree): According to a 2024 survey by Lucidworks, 70% of enterprise GenAI pilots failed to move beyond proof of concept⁴. Why? Because they weren’t grounded in a broader strategy. They were tech-first, not problem-first. A chatbot here, a content generator there — none of it connected to a core business transformation.
- [Lucidworks Wins “Enterprise AI Search Solution of the Year” in AI Breakthrough Awards](https://lucidworks.com/news-press/lucidworks-wins-enterprise-ai-search-solution-of-the-year-in-ai-breakthrough-awards): International annual awards program honors standout AI companies and solutions.
- [Data Shows Accuracy And Security Are Major AI-Related Concerns](https://lucidworks.com/news-press/data-shows-accuracy-and-security-are-major-ai-related-concerns): To analyze global businesses, Lucidworks built a bot, Guydbot, to analyze 1,100 ecommerce sites across 48 industry segments. It combined that data with findings from a survey of 1,600 CEOs, CTOs, and other AI strategy decision-makers.
- [Lucidworks Report Breaks Down What It Takes to Win with GenAI](https://lucidworks.com/news-press/lucidworks-report-breaks-down-what-it-takes-to-win-with-genai): Only 15% of companies are effectively using GenAI today, and they’re seeing up to 2x higher performance in key metrics like conversion and engagement compared to peers still relying on older tools. At the same time, 44 % of organizations have yet to adopt even basic AI-powered search or product recommendations. These numbers highlight just how uneven the current state of AI adoption is across industries.
- [Workers are getting to grips with agents, says Slack data; not really, says Lucidworks agentic researcher](https://lucidworks.com/news-press/workers-are-getting-to-grips-with-agents-says-slack-data-not-really-says-lucidworks-agentic-researcher): And according to this study, Dawn of the Agentic AI Era, agentic AI adoption is very low, with only six percent of companies having implemented more than one Agentic AI solution, and most of those that have are in the technology industry sector.
- [Lucidworks Report Shows Just 35% of Companies Ready for Agentic AI](https://lucidworks.com/news-press/lucidworks-report-shows-just-35-of-companies-ready-for-agentic-ai): A new benchmark report from Lucidworks suggests that despite rising investment and hype around generative and agentic AI, most companies are falling short in execution.
- [Lucidworks Study: 83% of Ecommerce AI Leaders Report “Major” or “Extreme” Concern; Bot Shows Only 35% of Companies Meet Minimum Requirements for Agentic AI](https://lucidworks.com/news-press/lucidworks-study-83-of-ecommerce-ai-leaders-report-major-or-extreme-concern-bot-shows-only-35-of-companies-meet-minimum-requirements-for-agentic-ai): 2025 AI Benchmark study combines annual survey with data from first-of-its-kind Market Intelligence AI Agent, ‘Guydbot,’ offering clearest view yet of ecommerce AI implementations.
- [Lucidworks Launches Agent Studio to Transform Digital Customer Experiences With No-Code AI Agent Development](https://lucidworks.com/news-press/lucidworks-launches-ai-app-studio-to-transform-digital-customer-experiences-with-no-code-ai-agent-development): New Lucidworks Studio empowers business teams to create cutting-edge AI applications that compete with LLM-style interactive experiences.
- [Lucidworks transforms merchandising and analytics with AI-powered innovations](https://lucidworks.com/news-press/lucidworks-transforms-merchandising-and-analytics-with-ai-powered-innovations): Lucidworks, the leading provider of AI search and discovery solutions, is unveiling Commerce Studio and Analytics Studio, two new solutions that make advances in the merchandising and analytics space. Merging the powers of predictive AI and real-time insights, Lucidworks’ latest innovations help B2C and B2B merchandisers access greater insights and efficiencies to power profit.
- [AI-powered martech news and releases: February 20](https://lucidworks.com/news-press/ai-powered-martech-news-and-releases-february-20): Lucidworks announced the release of Commerce Studio and Analytics Studio to enhance merchandising and analytics for enterprise search and discovery. Both platforms use predictive AI and real-time insights and will be available as fast-start packages for B2B and B2C enterprises.
- [Lucidworks Launches AI-Powered Commerce Studio and Analytics Studio, Available in New Fast-Start Packages](https://lucidworks.com/news-press/lucidworks-launches-ai-powered-commerce-studio-and-analytics-studio-available-in-new-fast-start-packages): By blending predictive AI with human control, new studios will accelerate merchandising automation and search optimization, improving digital experiences for B2B and B2C enterprises
- [AI-powered martech news and releases: January 16](https://lucidworks.com/news-press/ai-powered-martech-news-and-releases-january-16): Lucidworks released its AI orchestration engine, allowing businesses to manage their generative AI initiatives. The engine provides tools for data acquisition, machine learning operations and security.
- [Lucidworks’ AI Orchestration Engine Eliminates Complexity](https://lucidworks.com/news-press/lucidworks-ai-orchestration-engine-eliminates-complexity): Lucidworks has launched its AI orchestration engine, offering businesses full control over their generative AI initiatives. In an ever-changing AI landscape, where companies grapple with vendor lock-in, unpredictable AI behavior, and the demand for responsible governance, Lucidworks AI delivers a robust solution that empowers organizations to take charge.
- [Lucidworks releases Unified Orchestration Engine, boosting search with AI](https://lucidworks.com/news-press/lucidworks-releases-unified-orchestration-engine-boosting-search-with-ai): Lucidworks, a leading provider of AI search solutions, announced the general availability of its AI orchestration engine, providing businesses with the means to take complete control of their generative AI initiatives.
- [Lucidworks AI Eliminates AI Complexity with Unified Orchestration Engine](https://lucidworks.com/news-press/lucidworks-ai-eliminates-ai-complexity-with-unified-orchestration-engine): Lucidworks introduces a groundbreaking AI orchestration engine that empowers businesses to simplify and scale their AI initiatives, delivering superior search and discovery experiences.
- [Online Search Drove Sales During Thanksgiving Weekend](https://lucidworks.com/news-press/online-search-drove-sales-during-thanksgiving-weekend-2): Technological advancements in natural language detection and keyword matching are driving consumers to use search more than ever this holiday season
- [Cyber 5 Shatters Expectations: Early Shopping and AI-Powered Discovery Drive Record Sales](https://lucidworks.com/news-press/cyber-5-shatters-expectations-early-shopping-and-ai-powered-discovery-drive-record-sales-2): Retailers report up to 30% increases in average order value, showcasing how sales events paired with AI-powered product discovery create a competitive edge
- [Oriflame Transforms Ecommerce Search Experience with Lucidworks](https://lucidworks.com/news-press/oriflame-transforms-ecommerce-search-experience-with-lucidworks): Beauty ecommerce company leverages Lucidworks AI-powered semantic search to increase conversions, reduce shopper abandonment rates, and enhance multilingual support

## Ebooks
- [Everyone Has AI. Few Are Doing It Well: The 2026 B2B Commerce AI Benchmark](https://lucidworks.com/ebooks/2026-b2b-commerce-ai-benchmark): AI adoption in B2B commerce is now nearly universal: 69% of organizations plan to increase AI spending in 2026. But adoption is no longer the story. The story is the widening gap between organizations that have AI and organizations that have operationalized it.
- [The State of Generative AI in Global Business: 2026 Benchmark Report, The AI Execution Gap](https://lucidworks.com/ebooks/2026-ai-benchmark-report): For three years, the race was about adopting AI. That race is over. In 2026, having AI is no longer the advantage; operationalizing it is. Lucidworks' fourth annual benchmark reveals a widening execution gap between the companies turning AI into measurable outcomes and those still stuck in disconnected pilots, fragmented tooling, and chatbots that don't do much.
- [The State of AI in the Enterprise: 4th Annual Benchmark on Generative AI & Agent Deployments](https://lucidworks.com/events/b2b-chicago-2026-keynote-presentation): Explore the insights from our Chicago keynote in this on-demand PDF, featuring data from one of the world’s most comprehensive AI benchmarking studies. Discover how enterprise AI is moving from pilots to real-world impact—and how AI agents are shaping digital strategy across industries.
- [Agentic AI Readiness: The Gap Between Hype and Reality](https://lucidworks.com/ebooks/agentic-ai-readiness-the-gap-between-hype-and-reality): High-tech leaders are under pressure to lead the AI revolution, but most are building on shaky ground. While companies race to deploy advanced AI capabilities, the reality is stark: the majority are missing the foundational infrastructure required to make AI actually work.
- [The Modern RFP Guide for B2B Commerce Search and AI](https://lucidworks.com/ebooks/the-modern-rfp-guide-for-b2b-commerce-search-and-ai): Search is no longer just a feature in B2B commerce. It has become the decision engine powering product discovery, guided buying, and AI-driven experiences. But many organizations still evaluate platforms using outdated RFP frameworks focused on UI features instead of data foundations, hybrid retrieval, and AI orchestration. This practical guide helps enterprise teams modernize their evaluation criteria and identify the capabilities required to power accurate, governed, and scalable AI-driven
- [The Agentic Commerce Frontier](https://lucidworks.com/ebooks/the-agentic-commerce-frontier): AI agents are rapidly becoming the new interface for discovery, evaluation, and purchasing. Instead of browsing websites, customers increasingly rely on AI to research options, compare products, and recommend solutions. This shift—known as agentic commerce—is changing how buying decisions happen across B2B and B2C environments. The organizations that succeed won’t just deploy AI tools. They’ll build the search and data foundations that make AI decisions accurate, trustworthy, and scalable.
- [Modernize Legacy Search for the Next Era of Digital Experience: The Executive Migration Framework](https://lucidworks.com/ebooks/lucidworks-migration-evaluation-guide): The definitive playbook for digital leaders preparing for the AI-first internet. Get ready for a world where AI agents handle most online interactions.
- [Zero-Click Internet 2035](https://lucidworks.com/ebooks/zero-click-internet-2035): The definitive playbook for digital leaders preparing for the AI-first internet. Get ready for a world where AI agents handle most online interactions.
- [AI Benchmark Keynote Etail Coronado 2025](https://lucidworks.com/ebooks/ai-benchmark-keynote-etail-coronado-2025): See the 2025 B2B AI benchmark highlights from Lucidworks with data on agentic AI adoption, investment trends, and practical advice from the Lucidworks Etail Connect Coronado presentation.
- [The State of Retail and eCommerce in 2025](https://lucidworks.com/ebooks/the-state-of-retail-and-ecommerce-in-2025): Download the free 2025 retail and eCommerce industry report. Discover key trends, AI adoption challenges, customer priorities, and strategic insights from senior leaders across retail verticals.
- [5 Key Insights from the 2025 State of Generative AI in B2B Manufacturing](https://lucidworks.com/ebooks/5-key-insights-from-the-2025-state-of-generative-ai-in-b2b-manufacturing): First-ever agentic AI analysis of 1,100+ retail websites exposes the backwards approach to AI implementation.
- [5 Key Insights from the 2025 State of Generative AI in B2C Retail](https://lucidworks.com/ebooks/5-key-insights-from-the-2025-state-of-generative-ai-in-b2c-retail): First-ever agentic AI analysis of 1,100+ retail websites exposes the backwards approach to AI implementation.
- [B2B AI benchmark study 2025: What we’re seeing in the trenches](https://lucidworks.com/ebooks/ai-benchmark-keynote-b2b-atlanta-2025): Download the 2025 B2B AI benchmark highlights from Lucidworks. See real data on AI adoption trends, conversion impacts, and practical implementation insights from our B2B Online Chicago presentation.
- [The State of Generative AI in Global Business: 2025 Benchmark Report, Dawn of the Agentic AI Era](https://lucidworks.com/ebooks/2025-ai-benchmark-survey): The first-of-its-kind study using autonomous AI agents to benchmark AI capabilities across 1,100+ enterprises. This history-making approach redefines market intelligence.
- [Third Annual AI Benchmark Study 2025: What we’re seeing in B2C e-commerce](https://lucidworks.com/ebooks/ai-benchmark-keynote-etail-2025): Download the 2025 B2C AI benchmark insights from Lucidworks. Peek behind the curtain at real data on personalization trends, conversion impacts, and practical implementation strategies from our Etail Connect Florida presentation.
- [B2B AI benchmark study 2025: What we’re seeing in the trenches](https://lucidworks.com/ebooks/ai-benchmark-keynote-b2b-chicago-2025): Download the 2025 B2B AI benchmark highlights from Lucidworks. See real data on AI adoption trends, conversion impacts, and practical implementation insights from our B2B Online Chicago presentation.
- [The Future of AI in Retail and Ecommerce](https://lucidworks.com/ebooks/future-of-ai-in-retail-and-ecommerce): Exclusive from eTail Insights: Discover how AI is reshaping retail and eCommerce, from hyper-personalization to smarter supply chains. Download the report to explore key trends, challenges, and real-world applications.
- [Give B2B Buyers What They Need: The Manufacturer’s Guide to 2X More Relevant Search With AI](https://lucidworks.com/ebooks/manufacturers-ai-search-guide): The ebook explores how bridging the intent gap with advanced search strategies and personalized discovery experiences can transform customer engagement and drive business success in both B2C and B2B markets.
- [Unlock the Future of B2B eCommerce: Strategy, Technology & Industry Disruptors](https://lucidworks.com/ebooks/dc360-b2b-tech-roadmap): Discover how leading B2B manufacturers and distributors are evolving their digital strategies to create B2C-style eCommerce experiences that drive engagement and streamline decision-making.
- [Search as a Strategy: How Unifying Around Search Improves Key Digital Experience Outcomes](https://lucidworks.com/ebooks/search-as-a-strategy): The ebook explores how bridging the intent gap with advanced search strategies and personalized discovery experiences can transform customer engagement and drive business success in both B2C and B2B markets.
- [The B2B Marketplace Summary Report](https://lucidworks.com/ebooks/dc360-b2b-marketplace-summary-report-2024): Discover how leading B2B manufacturers and distributors are evolving their digital strategies to create B2C-style eCommerce experiences that drive engagement and streamline decision-making.
- [B2B Strategy Insights: B2B Customer Experience](https://lucidworks.com/ebooks/dc360-b2b-digital-customer-experience): Discover how leading B2B manufacturers and distributors are evolving their digital strategies to create B2C-style eCommerce experiences that drive engagement and streamline decision-making.
- [Transforming Customer and User Experiences in B2B Ecommerce](https://lucidworks.com/ebooks/b2b-ecommerce-customer-user-experience-transformation): Discover how leading B2B manufacturers and distributors are evolving their digital strategies to create B2C-style eCommerce experiences that drive engagement and streamline decision-making.
- [Delivering Personalized Digital Experiences With AI and Data Analytics Report](https://lucidworks.com/ebooks/kmworld-delivering-personalized-dx-with-ai-analytics-report): Ready to harness AI to its fullest? Dive into our best practices guide and discover the essential steps to a successful, impactful AI-powered customer experience.
- [Does Your CX Have a DIY Problem?](https://lucidworks.com/ebooks/does-your-cx-have-a-diy-problem): Discover the Incredible Limitations and Costly Impacts of Living with Build-It-Yourself CX Search Solutions
- [AI Accuracy in Financial Services: Protect Your Customers](https://lucidworks.com/ebooks/ai-accuracy-in-financial-services): Accuracy and security are paramount in financial services, and the risks of AI are equally substantial. Learn how to protect your business.
- [KMWorld: Getting Fast, Actionable Insights with Intelligent Search Report 2024](https://lucidworks.com/ebooks/kmworld-fast-insights-intelligent-search-2024): Lucidworks' largest study of Generative AI investment reveals a slowdown in spending, key challenges, and opportunities for businesses. Get industry-specific insights and best practices to guide your AI strategy.
- [Financial Services Edition: The State of Generative AI in Global Business: 2024 Benchmark Report](https://lucidworks.com/ebooks/2024-finserv-ai-benchmark-survey): Lucidworks' largest study of Generative AI investment reveals a slowdown in spending, key challenges, and opportunities for businesses. Get industry-specific insights and best practices to guide your AI strategy.
- [Manufacturing Edition: Second Annual Generative AI Benchmark Report](https://lucidworks.com/ebooks/2024-manufacturing-b2b-ai-benchmark-survey): Lucidworks' largest study of Generative AI investment reveals a slowdown in spending, key challenges, and opportunities for businesses. Get industry-specific insights and best practices to guide your AI strategy.
- [B2B Ecommerce for All](https://lucidworks.com/ebooks/strategy-tech-drive-digital-b2b-experiences): KMWorld New Report: Harness the Power of Data: Building a Knowledge Management Foundation with Knowledge Graph Technology
- [Retail Edition: Second Annual Generative AI Benchmark Report](https://lucidworks.com/ebooks/2024-retail-commerce-ai-benchmark-survey): KMWorld New Report: Harness the Power of Data: Building a Knowledge Management Foundation with Knowledge Graph Technology
- [Generative AI and the B2B Marketplace Report](https://lucidworks.com/ebooks/gen-ai-b2b-marketplace-report): Generative AI and the B2B Marketplace Report: How Groundbreaking Artificial Intelligence Technology is Transforming B2B Sales and Marketing
- [The State of Generative AI in Global Business: 2024 Benchmark Report](https://lucidworks.com/ebooks/2024-ai-benchmark-survey): Lucidworks' largest study of Generative AI investment reveals a slowdown in spending, key challenges, and opportunities for businesses. Get industry-specific insights and best practices to guide your AI strategy.
- [B2B Ecommerce Handbook – Going More Digital](https://lucidworks.com/ebooks/dc360-b2b-ecommerce-handbook-going-more-digital): B2B Ecommerce Handbook: GOING MORE DIGITAL Manufacturers and distributors build out their ecommerce growth strategies.
- [Safeguarding Your Business In The Era of Gen AI](https://lucidworks.com/ebooks/kmworld-safeguarding-business-in-era-of-gen-ai): Safeguarding Your Business in the Era of Gen AI: This article explores the hidden dangers of uncontrolled Gen AI and how robust search solutions can help businesses harness its power responsibly.
- [Gen AI and the Art of Exceptional Customer Experience](https://lucidworks.com/ebooks/kmworld-gen-ai-art-of-exceptional-cx): The 2024 Ecommerce in Manufacturing and Distribution Report is the ultimate guide to understanding the game-changing role digital commerce and transformation are playing in U.S. manufacturing and distribution today.
- [2024 Ecommerce in Manufacturing & Distribution Report](https://lucidworks.com/ebooks/latest-manufacturing-distribution-market-insights): The 2024 Ecommerce in Manufacturing and Distribution Report is the ultimate guide to understanding the game-changing role digital commerce and transformation are playing in U.S. manufacturing and distribution today.
- [5 Takeaways From Lucidworks’ Second Annual Global Gen AI Study](https://lucidworks.com/ebooks/ai-benchmark-keynote-b2b-chicago-2024): In this Keynote session deck, Michael Sinoway, CEO of Lucidworks, outlines the latest trends in generative AI investment and the impact of the technology on customer experience, automation, and overall business operations.
- [B2B Digital Transformation Now: Overcome Data Challenges and Deliver Personalization at Scale](https://lucidworks.com/ebooks/wbr-b2b-digital-transformation-now-april-2024): This report by WBR Insights highlights the critical role of AI, particularly generative AI, in revolutionizing B2B sales processes through personalization and efficiency.
- [Building a KM Foundation for Enterprise AI in 2024](https://lucidworks.com/ebooks/building-km-foundation-enterprise-ai-report-2024): KMWorld New Report: Harness the Power of Data: Building a Knowledge Management Foundation with Knowledge Graph Technology
- [Customer Experience Trends in B2B Ecommerce](https://lucidworks.com/ebooks/customer-experience-trends-b2b-ecommerce): This report by Digital Commerce 360 delves into the critical importance of prioritizing CX in B2B ecommerce and how it's essential for driving customer loyalty, satisfaction, and ultimately, business success.
- [Generative AI Trends in Retail and Ecommerce](https://lucidworks.com/ebooks/generative-ai-trends-in-retail-and-commerce): This report reveals what future capabilities lie in store for this technology in the retail industry. It also explores what retailers are doing to successfully leverage AI in the current retail environment and how they plan to expand their use of AI in the future.
- [5 Ways Retailers and Consumer Brands Can Maximize Value With AI](https://lucidworks.com/ebooks/5-ways-to-maximize-value-with-ai): The WBR research team reveals the key trends that are reshaping the B2B landscape.
- [Quantifying the Impact of AI on B2C and B2B Commerce Search](https://lucidworks.com/ebooks/impact-of-ai-b2c-b2b-commerce-search): Ready to revolutionize your e-commerce strategy? Download our guide now and stay at the forefront of innovation with Lucidworks and Google Cloud.
- [The State of Digital B2B: The Mega Trends Shaping the B2B Buying Landscape](https://lucidworks.com/ebooks/state-of-b2b-wbr): The WBR research team reveals the key trends that are reshaping the B2B landscape.
- [Driving Digital Growth in the B2B Customer Journey](https://lucidworks.com/ebooks/wbr-driving-growth-in-b2b-journey): Unlock Retail Success: Acquire, Retain, and Leverage AI Insights for Customer Acquisition and Retention in this comprehensive guide from IMRG.
- [The Impact of Generative AI on Search and Knowledge Discovery in Manufacturing](https://lucidworks.com/ebooks/impact-gen-ai-search-knowledge-discovery-manufacturing): Unlock Retail Success: Acquire, Retain, and Leverage AI Insights for Customer Acquisition and Retention in this comprehensive guide from IMRG.
- [Pacing B2B Ecommerce Trends](https://lucidworks.com/ebooks/pacing-b2b-ecommerce-trends): Unlock Retail Success: Acquire, Retain, and Leverage AI Insights for Customer Acquisition and Retention in this comprehensive guide from IMRG.
- [Unleash the Potential of Generative AI and Large Language Models](https://lucidworks.com/ebooks/gen-ai-llm-potential): Unlock Retail Success: Acquire, Retain, and Leverage AI Insights for Customer Acquisition and Retention in this comprehensive guide from IMRG.

## Case Studies
- [Case Study: How Distrelec redefined speed, trust, and multilingual search](https://lucidworks.com/case-studies/case-study-how-distrelec-redefined-speed-trust-and-multilingual-search): When customers search for exact part numbers, they’re not looking for a browsing experience. They’re looking to buy a particular product. But what happens when they can't trust what they find?
- [Case Study: Oriflame’s Digital Makeover: Beautifying the Ecommerce Search Experience with Lucidworks](https://lucidworks.com/case-studies/case-study-oriflames-digital-makeover-beautifying-the-ecommerce-search-experience-with-lucidworks): Discover how this leading beauty brand achieved a 150% increase in search usage and boosted conversions with Lucidworks.
- [Case Study: Lucidworks Replaces Endeca to Reenergize Activewear Brand](https://lucidworks.com/case-studies/case-study-lucidworks-replaces-endeca-to-reenergize-activewear-brand): How a top apparel brand used Lucidworks to deliver an exceptional online experience and boost ATC by nearly 30%.
- [Case Study: From a Hotel to a Destination, Becoming a One-stop Hospitality Shop](https://lucidworks.com/case-studies/case-study-hospitality-one-stop-shop): With a goal to be the top travel and leisure company worldwide, one well-known family of hotels had to reinvent itself — starting with its website.
- [Case Study: Death of the No Results Query](https://lucidworks.com/case-studies/case-study-no-results-query): How one of the world’s top five retailers used Lucidworks Never Null to increase AOV by 28% and decrease zero results queries by 91%.
- [Case Study: Search Is the Universal Language of Lenovo Customers](https://lucidworks.com/case-studies/lenovo-case-study): With diverse products and customers, personalization is the key to making—and keeping—a connection.
- [Case Study: New Pig Customers Clean Up With Good Search](https://lucidworks.com/case-studies/new-pig-ecommerce-case-study): A tricky dictionary can’t stop New Pig from absorbing their customers leaks, drips, and spills.
- [Case Study: Enforme Empowers Professional Associations With Engaging Search](https://lucidworks.com/case-studies/enforme-case-study): How the team at Enforme replaced Google Search Appliance with a better, faster app - in just two months.
- [Case Study: The Search for Better Search at Reddit](https://lucidworks.com/case-studies/reddit-case-study-2): How Reddit built their new faster, scalable search for 300M users with Fusion.

## Videos
- [Lucidworks Conversational Q&A Agent: Instant, Accurate Answers on Every Product Page](https://lucidworks.com/videos/conversational-qa-agent): For more than twenty years, Lucidworks has helped enterprises tackle the complexity of product content in search—so both people and AI agents can find exactly what they need. What has changed is the expectation: today’s buyers want immediate answers, not a list of links to sift through. The Conversational Q&A Agent delivers those answers precisely where buying decisions happen—on the product detail page.
- [B2B Part Search: Find the Right Part Across Millions of SKU](https://lucidworks.com/videos/b2b-part-search): Watch the explainer to see B2B part search in action—then book a demo to try it on your own catalog. Go deeper with Search & Discovery for Manufacturers and Distributors and our B2B manufacturing solutions.
- [Harnessing AI for Powerful Search Solutions](https://lucidworks.com/videos/harnessing-ai-for-powerful-search-solutions): What sets Lucidworks apart is a fundamental belief: search is the most powerful form of data interaction. Whether it's humans or AI agents interacting with search, synthesizing data into something usable and powerful is what generates tremendous value.
- [Transforming Enterprise Search With AI Innovation](https://lucidworks.com/videos/transforming-enterprise-search-with-ai-innovation): A new era of enterprise search is here. Stewart Dillard, Global Search Program Manager at Lenovo — the world's largest PC manufacturer, serving customers across dozens of countries and 34 languages — explains why keyword-only search can no longer keep up with what customers expect.
- [Unleash the Power of Generative AI: Precision AI Chunking from Lucidworks](https://lucidworks.com/videos/unleash-the-power-of-generative-ai-precision-ai-chunking-from-lucidworks): Advanced AI chunking is at the core of successful enterprise search AI. This technology breaks down huge documents—from clinical trials and legal contracts to product manuals—into smaller, meaningful, and topically coherent pieces.
- [Humans can be humans](https://lucidworks.com/videos/humans-can-be-humans): People don’t think in perfect keywords. They multitask. They rush. They misspell. They search with half-formed ideas and vague phrases. Sometimes they know exactly what they want, but not how to describe it. And that’s not a problem. It’s reality. The modern digital experience must be built for humans as they actually are, not as systems would have them be. That belief sits at the core of Lucidworks, and it’s why our technology is designed to understand intent, context, and meaning, even when queries are messy, incomplete, or wrong.
- [Podcast: Lucidworks CEO on the evolution of Lucidworks from enterprise search to cutting-edge AI agents.](https://lucidworks.com/videos/podcast-lucidworks-ceo-on-the-evolution-of-lucidworks-from-enterprise-search-to-cutting-edge-ai-agents): Listen in on the conversation between The Software Leaders Uncensored Podcast host Steve Taplin and Lucidworks CEO, Mike Sinoway, as they explore topics like how executives are panicking about AI projects that don’t pay off, and how AI investments can be tied to real business cases. Plus, his take on Silicon Valley’s brutal 6-6-9 work fad (6 days, 9 hours a day)—and why the best companies get the best out of people, not just the most.
- [Lenovo: Superstars of Search](https://lucidworks.com/videos/lenovo-video): Lenovo turned to Lucidworks to transform search into a powerful driver of business growth
- [When AI Goes Wrong: Real-World Fails and How to Prevent Them](https://lucidworks.com/videos/when-ai-goes-wrong-real-world-fails-and-how-to-prevent-them): Don't let your AI chatbot sell a $50,000 Tahoe for $1! This eye-opening video reveals embarrassing and costly AI mishaps from major brands, including the infamous Chevy chatbot incident. Learn why AI guardrails are essential for enterprise applications and how Lucidworks AI implements critical safeguards that prevent hallucinations, brand damage, and revenue loss. See how our responsible AI approach delivers the benefits of generative AI technology while protecting your business from potential disasters. Essential viewing for digital leaders implementing AI, marketing executives, and technology decision-makers concerned about AI risks.
- [Lucidworks Core Packages: Industry-Optimized AI Search & Personalization Solutions](https://lucidworks.com/videos/lucidworks-core-packages-industry-optimized-ai-search-personalization-solutions): Discover our comprehensive Core Packages that combine Analytics Studio, Commerce Studio, and Neural Hybrid Search in pre-built solutions tailored for your industry. This video showcases how our integrated approach delivers faster implementation, quicker ROI, and industry-specific optimizations out of the box. Learn how retailers, manufacturers, financial services, and healthcare organizations leverage our Core Packages to transform their digital experience with minimal IT overhead. Perfect for digital transformation leaders, CIOs, and business executives looking for complete AI-powered search and discovery solutions.
- [Product Demo: Neural Hybrid Search in Action (New Pig)](https://lucidworks.com/videos/product-demo-neural-hybrid-search-in-action-new-pig): Watch as our VP of Solution Engineering, Brian, demonstrates how New Pig leverages Neural Hybrid Search technology to dramatically reduce no-results queries and enhance search relevance. In this insightful video, Brian showcases real examples of how our solution helps New Pig customers find exactly what they need faster, improving conversion rates and customer satisfaction. Discover how advanced AI-powered search capabilities can transform your e-commerce experience by understanding customer intent better than traditional keyword searches. Perfect for e-commerce managers, digital transformation leaders, and anyone looking to optimize their site search functionality.
- [Analytics Studio: Transform Your E-Commerce Data into Actionable Insights](https://lucidworks.com/videos/analytics-studio-transform-your-e-commerce-data-into-actionable-insights): Discover how Analytics Studio empowers teams to make data-driven decisions without needing a data science degree. In this concise product demo, see how our intuitive dashboard visualizes customer search behavior, identifies conversion bottlenecks, and highlights optimization opportunities in real-time. Learn how leading brands use Analytics Studio to track KPIs, measure search quality improvements, and quantify ROI from search enhancements. Perfect for digital merchandisers, content managers, and marketing teams looking to leverage their data for tangible business growth.
- [Commerce Studio: Personalize Your E-Commerce Experience in Real-Time](https://lucidworks.com/videos/commerce-studio-personalize-your-e-commerce-experience-in-real-time): Explore how Commerce Studio delivers tailored shopping experiences that drive conversions and customer loyalty. This video demonstrates how our AI-powered platform dynamically personalizes product recommendations, search results, and content based on shopper behavior and intent. See how leading retailers use Commerce Studio to create seamless omnichannel experiences, boost average order value, and increase customer lifetime value without complex implementation. Ideal for e-commerce directors, digital experience managers, and merchandising teams seeking to enhance customer engagement through intelligent personalization.
- [The Incredible Limitations of Build-It-Yourself Search](https://lucidworks.com/videos/the-incredible-limitations-of-build-it-yourself-search-4): Why DIY Search is Slowing Your Team Down
- [5 Takeaways From the World’s Largest Generative AI Study – KMWorld Podcast](https://lucidworks.com/videos/kmworld-5-takeaways-from-gen-ai-benchmark-podcast-3): Maximize Business Value with Generative AI: 5 Takeaways From the World’s Largest Generative AI Study.
- [Product Demo: How Search and Gen AI Empower the Employee Experience](https://lucidworks.com/videos/how-search-and-gen-ai-empower-the-employee-experience-2): Enhance knowledge management with AI! In this demo, VP of Sales Engineering Brian Land reveals how the Lucidworks Platform seamlessly integrates with generative AI to streamline employee knowledge access.
- [Holiday Readiness 2025](https://lucidworks.com/videos/holiday-readiness-2025): Lucidworks' VP of Technical Support Dave Bast shares a practical guide created specifically for Lucidworks clients.
- [Product Demo: Boost Commerce Search with Gen AI](https://lucidworks.com/videos/product-demo-boost-commerce-search-with-gen-ai): Discover how generative AI transforms your commerce search experience. In this demo, VP of Sales Engineering Brian Land explores how the Lucidworks Platform integrates with ChatGPT and similar language models. Learn the benefits, essential guardrails, and how Lucidworks overcomes ChatGPT’s limitations to deliver superior search results.
- [GenAI and Lucidworks Search in B2B Commerce](https://lucidworks.com/videos/genai-lucidworks-search-b2b-commerce): This demo is Part 3 in a series of videos where we demonstrate how Lucidworks Fusion integrates with generative AI to make search a superpower for a variety of use cases.
- [AI in Practice: How Leading FSI Businesses Are Adopting Generative AI Technology](https://lucidworks.com/videos/ai-in-practice-financial-services-4): AI promises much in theory, but how is it being used in real life and what guardrails need to be in place for successful implementation? Sebastian Ritz, VP of Sales, APAC from Lucidworks as he explores how Generative AI is already helping Financial Services companies increase productivity and deliver better customer experiences and more agile working.
- [Game-Changing Technologies in Machine Learning and AI](https://lucidworks.com/videos/game-changing-technologies-machine-learning-ai-3): Access, Verint, and Lucidworks dives into the most important emerging developments in AI and machine learning and their evolving role in knowledge management.
- [Lucidworks Generative AI Clinical Trials](https://lucidworks.com/videos/lucidworks-fusion-generative-ai-clinical-trials-4): This demo acts as a Part 2 to our previous demonstration, in which we showed how Lucidworks integrates with generative AI in the form of a chatbot. That can be viewed HERE.
- [Generative AI and Lucidworks Search](https://lucidworks.com/videos/generative-ai-and-lucidworks-search-8): The buzz around generative AI tools like ChatGPT have hit a fever pitch, and our customers are wondering how Lucidworks solutions like Fusion interact with the technology. VP of Sales Engineering Brian Land walks through the various ways the Lucidworks platform relates to this new technology and what customers can expect from integration. Watch to learn: How Lucidworks Fusion integrates with generative AI and large language models such as ChatGPT The benefits of an integrated generative AI solution The most important guardrails that brands should keep in mind when implementing The limitations of ChatGPT and how Fusion bridges the gaps Speaker:
Brian Land, VP of Sales Engineering
- [KMWorld 2022: Designing An Exceptional Search Experience: Start With The End In Mind](https://lucidworks.com/videos/designing-an-exceptional-search-experience-start-with-the-end-in-mind-4): With new machine learning methodologies and innovations taking the search industry by storm, designing a user experience (UI) that aligns not just to relevant results but to predictive and personal experiences is the way of the future. Think about the users--they don’t want to spend their time searching, they want to find their files and get back to work. Relevant search results in an intuitive, easy-to-navigate UI are what the users care about. Visualize what you want the user to experience, then wrap data and services around that, which means you’ll get closer to an ideal transformational outcome for your users. Join our experienced technologist and leader: Get tactics and techniques that create a knowledge management experience that is based on user goals--not system capabilities. The time to transform the way your users discover knowledge is right now!
- [The Dialectic and Narrative of Data Driven Search Results](https://lucidworks.com/videos/the-dialectic-and-narrative-of-data-driven-search-results-3): While an effective search can render meaningful results, leveraging multidimensional datasets in a complex and dynamic ecommerce environment can add a whole new dimension to the outcomes yielded that not only drive sales but also caters to the corporate strategy.
- [Practical Applications of Neural Search in Digital Commerce](https://lucidworks.com/videos/practical-applications-of-neural-search-in-digital-commerce-3): Speakers will describe best practices and implementation patterns for integration of modern neural search techniques into production digital commerce product discovery systems. Speakers will focus on practical approaches to hybrid traditional and vector search retrieval and ranking. Speakers will also discuss leveraging state-of-the-art text-to-image models to achieve true multi-modal search experience, especially effective for marketplace search with unreliable content quality.
- [How Advantage Performance Group Is Solving Their Site Search Challenges with Lucidworks](https://lucidworks.com/videos/how-advantage-performance-group-is-solving-their-site-search-challenges-with-lucidworks-2): Join Julie as she shares the Advantage journey to improve their website’s search function, provide visitors with beautiful and relevant curated search results, and boost the overall search experience for their clients and prospects via Lucidworks search platform solutions.
- [Site Search 101: The Most Effective Content Marketing Tool (You’re Probably Forgetting)](https://lucidworks.com/videos/site-search-101-the-most-effective-content-marketing-tool-youre-probably-forgetting-4): Your website is packed with compelling content from product descriptions to location pages to blog posts. But often the marketing strategy emphasizes SEO and overlooks the importance of search capabilities within their websites.
- [Smart Rank: Ranking Browse Navigation Elements to Improve Engagement & Conversion](https://lucidworks.com/videos/smart-rank-ranking-browse-navigation-elements-to-improve-engagement-conversion-4): Shoppers interact with more than a category product listing when they browse an ecommerce site. Megamenus, recommended subcategories, special offers, and refinements are all potential touchpoints in the browse experience. Smart Rank employs a combination of shopper signals, the concept of relatedness, and semantic similarity to filter and rank every element in the browse experience. The hypothesis is that showing the right elements in the right order will increase the probability of and shorten the path to browse conversion.
- [Fusion Today and Tomorrow](https://lucidworks.com/videos/fusion-today-and-tomorrow-4): In the past year Lucidworks has released 7 updates to Fusion to add features, simplify operations, and improve security. In a couple months we’ll release more features to improve scale and serve new search use cases. Join us to learn what’s changed and why, and get a glimpse into our roadmap for next year and beyond.
- [Normalizing Author Names](https://lucidworks.com/videos/normalizing-author-names-4): Filtering results based on document metadata is a key feature of any search service. The Author field is one of the most used filters in our corpus, but our repositories don’t have a standard format for storing this information. We developed a solution that sets the Author field to the determined official name at index time so that the filters follow a standard format to make searching easier for users.
- [Regeneron MetaBio Data Discovery Platform](https://lucidworks.com/videos/regeneron-metabio-data-discovery-platform-4): Regeneron MetaBio Data Discovery Platform is a cloud-based machine learning scientific data discovery engine that provides access to curated and contextualized data. It automates the time-consuming process of preparing data for analysis by organizing, standardizing, and compiling data from available and authorized data producers. Having these datasets available in one place, in a unified format, allows researchers to quickly extract important information about various therapeutic functions without having to worry about how to prepare or find the data. MetaBio has broad, flexible application across the business.
- [Improving Conversational Experiences with Intelligent Fallback Responses](https://lucidworks.com/videos/improving-conversational-experiences-with-intelligent-fallback-responses-4): "Sorry, I didn't understand that" is the last phrase someone wants to see when seeking help from a chatbot or virtual assistant. Whether someone is asking for available equipment part numbers or hotel booking details, users rely on conversational systems to help them find answers or better understand the next best action. In this session, learn how you can improve conversational experiences and create delightful experiences that fulfill search needs with a simple tweak to current fallback techniques.
- [Use Search to Your Kickstart B2B eCommerce Strategy](https://lucidworks.com/videos/use-search-to-your-kickstart-b2b-ecommerce-strategy-4): With the explosion of ecommerce over the past couple of years, verticals that were not accustomed to planning an ecommerce strategy have had to scramble to keep up. Most surprising was the rise of ecommerce in the B2B space - across manufacturers and distributors - all the way to the retailer. Digital transformation has been top of mind for most companies for many years, but now urgency to shift is more pressing than ever. If B2B companies prioritize search to optimize their ecommerce strategy, they’ll undoubtedly see their bottom line grow and most importantly, improve their customer and buying experiences at an impressive rate.
- [Make Great Happen: Digital Experiences for Any Climate](https://lucidworks.com/videos/make-great-happen-digital-experiences-for-any-climate-4): Organizations feel competitive and economic pressure to create more innovative and cost-efficient digital experiences that thrive despite inflation, a pandemic, and whatever else the world throws at us. Mike will share how to get the most value from digital experiences by connecting people to their goals.
- [Getting Found, Increasing Impact: Practical Tips for Improving Content Findability](https://lucidworks.com/videos/getting-found-increasing-impact-practical-tips-for-improving-content-findability-3): Marketers put a lot of effort into creating content, paying attention to audience needs and quality. Yet, a key factor that affects content usage and impact is that content is hard to find. According to Forrester’s 2022 State of B2B Content Survey, 65% of marketing organizations feel their content isn’t consumed as intended due to findability challenges. In this presentation, we’ll explore three best practices for improving how your content is found and used.
- [Leveling Up On Consumer Health Service and Patient Portal Experiences](https://lucidworks.com/videos/leveling-up-on-consumer-health-service-and-patient-portal-experiences-3): Learn how the latest healthcare digital experiences are changing the marketplace and delivering a deeper relevance in content and provider search results. Explore how innovative health systems are taking actions to compete with tech giants and bring a local market care in focus for patient needs.
- [Reimagining Customer Data as a Service: How to Create a Data Center of Excellence](https://lucidworks.com/videos/reimagining-customer-data-as-a-service-how-to-create-a-data-center-of-excellence-4): Organizations globally have amassed an enormous amount of customer data that now requires careful oversight and timely activation in order to meet modern expectations. Doing so will bring brands as close as possible to the customer and automate some of the best revenue generating processes available. You’re going to need some technology automation to help. You will increase revenue streams and optimize operational processes.
- [Handling global commerce growth easily with GKE](https://lucidworks.com/videos/handling-global-commerce-growth-easily-with-gke-4): Learn how Lucidworks and Google worked together to leverage Kubernetes to speed up development, handle global scale and adapt faster to customer needs. These experiences will help with your own platform development as you tackle the changing retail experience.
- [Discovering Analytics for a More Data-Driven Organization](https://lucidworks.com/videos/discovering-analytics-for-a-more-data-driven-organization-4): In today’s world, data is said to be the new oil, and it is critical for organizations to harness its power through analytics in order to make data-driven decisions. At Scotiabank, there is a great emphasis on enabling the business through data and analytics, and there are many teams of data scientists, business analysts, and data strategists that wrangle the data to create invaluable insights, which guide the decision making processes. These insights often take the form of reports and dashboards scattered across the various analytic systems within the bank, which can make answering a data question challenging, even when it has already been solved by someone else. In this session we demonstrate how to solve this problem by making the analytical information discoverable, while addressing challenges, such as usability, security and relevance.
- [How to Harness First Party Data Now That Cookies Are Now User Opt-In](https://lucidworks.com/videos/how-to-harness-first-party-data-now-that-cookies-are-now-user-opt-in-2): Customers are swiftly gaining complete control over what data is collected and how it is used about them. In this session, we will cover how to embrace these changes and minimize impact to your experience.
- [The 3 Secrets to Delighting B2B Ecomm Customers](https://lucidworks.com/videos/the-3-secrets-to-delighting-b2b-ecomm-customers-2): B2B customers have a job to do, and want to do it as quickly, easily, and accurately as possible. Learn the latest secret techniques that facilitate these core tenants.
- [Employee Efficiency and Retention is the New Revenue Line Item](https://lucidworks.com/videos/employee-efficiency-and-retention-is-the-new-revenue-line-item-2): Learn how machine learning can unlock, transform and enrich decades of digital data and how semantic search enhances employee experiences. We’ll also discuss machine learning for data driven experiences vs. standard search box and results.
- [Redefining Success in Merchandising](https://lucidworks.com/videos/redefining-success-in-merchandising-2): Join Katie Boschele, Customer Success Director and eCommerce expert from Lucidworks, for a session based on redefining success in a merchandising world. Let's dive into how Covid changed the way consumers shop. We will talk about how to adapt to the new market conditions, what makes big retailers successful, and how to prepare for additional changes in the future.
- [IGNITE EXPERIENCE: Fuse Customer Experience and Employee Experience to Drive Your Growth](https://lucidworks.com/videos/ignite-experience-fuse-customer-experience-and-employee-experience-to-drive-your-growth-2): Customer experience is the new competitive battlefield where customer loyalty is won or lost. And among employees, the war for talent is intensifying. How do you win on both fronts? Denise shows you how to align and integrate your employee and customer experiences—and unleash their combined power to fuel your growth.Denise lays out the game plan you need to win the hearts and minds of customers and employees.
- [Visual Search for Mobile Ecommerce](https://lucidworks.com/videos/visual-search-for-mobile-ecommerce-2): This talk explores why visual search is important, how it differs from image search, why it is important for ecommerce in general but especially for mobile ecommerce. Its benefits for users, B2C and B2B businesses. Finally, it explores a way in which Fusion can be used to implement a visual search engine for a website.
- [The Fabulous World of Data – ETL Powered by Apache NiFi and Scrapy](https://lucidworks.com/videos/the-fabulous-world-of-data-etl-powered-by-apache-nifi-and-scrapy-3): Many data science and AI projects face a problem right at the start: how to collect and process the data that will form the basis for all further work? Which tool is suitable? In this session you will hear Bianca from SHI GmbH share her team's experiences from many projects in this area and demonstrate hands-on how the two open source tools Apache NiFi and Scrapy can be used to efficiently collect and process data from various sources - each by their own or in combination.
- [Improving Student Wellbeing Through Data, Psychology, AI and Machine Learning](https://lucidworks.com/videos/improving-student-wellbeing-through-data-psychology-ai-and-machine-learning-2): The collection, analysis, sense-making and application of data needs to be better integrated with real human dynamics and how social interactions actually work. In this session we will walk through the psychological science and data structures that help Switch4Schools connect the digital with the psychological to increase emotional intelligence and create better decision makers. This all starts looking at the collection of data, and understanding the social dynamics and human hierarchies to ensure high quality of data is collected, and in a way that enhances the human experience rather than attempting to replace it. But insight is useless unless it can be applied. We will look at building the bridge between insight and application through AI powered psychological nudges and data visualisations in a way that makes the technology invisible, and yet more valuable. AI supporting and enabling higher human intelligence in dynamic, practical, pragmatic ways.
- [Non-English Search as Machine Learning Problem For Food Delivery](https://lucidworks.com/videos/non-english-search-as-machine-learning-problem-for-food-delivery-2): Search relevance is how questions are answered through search. It's the process of changing the ranking of search results for a user query to return what users want. A search for 'iPhone XS' should rank documents highly when the product name matches. But a different query, 'smartphone with two cameras' would require a completely different strategy for ranking candidate results. What gives teams a headache is that all the diverse use cases for search must be handled by a single ranking algorithm.
- [Fusion Customer: Talroo](https://lucidworks.com/videos/fusion-customer-talroo-4): “Partnering with Lucidworks is one of the most forward thinking things we’ve done.”

## Analysts Reports
- [The Forrester Wave: Cognitive Search Platforms, Q4 2023](https://lucidworks.com/analyst-reports/forrester-wave-report-q4-2023): Unlock Retail Success: Acquire, Retain, and Leverage AI Insights for Customer Acquisition and Retention in this comprehensive guide from IMRG.
- [Report: The Top Software Trends in 2023](https://lucidworks.com/analyst-reports/forrester-predictions-2023-software): All you need to know when evaluating vendors for product discovery, knowledge management, and customer service.
- [Forrester Predictions 2023: Banking Report](https://lucidworks.com/analyst-reports/predictions-2023-banking-knowledge-management): Banks and financial services organizations are staring down an unpredictable year ahead. Customers are also feeling the pressures of inflation and an unpredictable economy. Analysis from leading analyst firm, Forrester, shows that organizations will prioritize efficiency and cost cutting to prepare themselves for the long-term.
- [Forrester Predictions 2023: Insurance Report](https://lucidworks.com/analyst-reports/forrester-predictions-2023-insurance): All you need to know when evaluating vendors for product discovery, knowledge management, and customer service.
- [Connected Experiences Are Personalized Experiences](https://lucidworks.com/analyst-reports/connected-experiences-study): The latest research on what it takes to build connected experiences for your customers and employees.

## On-Demand Webinars
- [From Insight to Action: How Leading Manufacturers Are Rethinking Search & Discovery in the AI Era](https://lucidworks.com/on-demand-webinars/how-leading-manufacturers-are-rethinking-search-and-discovery-in-the-ai-era): On-Demand Webinar
- [Search Fuels the Agentic AI Age — Is Your Business Ready?](https://lucidworks.com/on-demand-webinars/search-fuels-the-agentic-ai-age-is-your-business-ready): Watch this on-demand webinar to discover the six smartest AI-driven DX strategies for 2025, helping you optimize search, boost conversions, and create seamless digital experiences.
- [From Search to Solutions: How AI Agents Can Power Digital Commerce in 2025](https://lucidworks.com/on-demand-webinars/from-search-to-solutions-how-ai-agents-can-power-digital-commerce-in-2025): Watch this on-demand webinar to discover the six smartest AI-driven DX strategies for 2025, helping you optimize search, boost conversions, and create seamless digital experiences.
- [What’s Hot: The 6 Smartest DX Approaches for 2025](https://lucidworks.com/on-demand-webinars/whats-hot-6-smartest-dx-approaches-2025-2): Watch this on-demand webinar to discover the six smartest AI-driven DX strategies for 2025, helping you optimize search, boost conversions, and create seamless digital experiences.
- [Blend Technology with Human Insight to Build Amazing Digital Experiences](https://lucidworks.com/on-demand-webinars/blend-tech-with-human-insight-dx): In this webinar, experts from Dell Technologies and Lucidworks explore how blending cutting-edge technology with human ingenuity can create exceptional digital experiences.
- [Improve Your Digital Experience: Ditch the DIY DX Solutions & Boost Revenue with AI-Powered Product Discovery](https://lucidworks.com/on-demand-webinars/ditch-diy-dx-solutions-boost-revenue-2): Get real-world examples on the limitations of DIY digital solutions, the benefits of AI-powered product discovery tools, AI's role in optimizing product content and data management, and its potential to enhance personalization and customer loyalty.
- [Secrets to Success: Top 5 Strategies for Winning in B2B Digital Commerce and Product Discovery](https://lucidworks.com/on-demand-webinars/top-5-strategies-winning-b2b-digital-commerce-pd-2): Discover how top companies are transforming B2B commerce through seamless product discovery and enhanced digital experiences.
- [Enabling Knowledge-Based AI](https://lucidworks.com/on-demand-webinars/enbaling-knowledge-based-ai-2): Exclusive roundtable webinar to explore the essential elements of knowledge-based AI.
- [Improve Your Digital Experience by Prioritizing Search and AI](https://lucidworks.com/on-demand-webinars/improve-your-digital-experience-by-prioritizing-search-and-ai-2): Research shows that while 69% of consumers use search bars in online stores, a staggering 80% leave due to poor search functionality. With B2B sales interactions increasingly shifting to digital channels, optimizing search and product discovery is paramount.
- [From Hype to Reality: Implementing AI in B2B Commerce](https://lucidworks.com/on-demand-webinars/from-hype-to-reality-ai-b2b-commerce-2): Join this masterclass for practical understanding of how to leverage AI to solve key business challenges and drive significant value for your organization.
- [AI-Driven CX Innovation: Personalizing Product Discovery and Engagement](https://lucidworks.com/on-demand-webinars/ai-driven-cx-innovation): View this enlightening session where industry leaders explore the transformative power of AI in enhancing CX!
- [Governing Enterprise Knowledge in the AI Era: Enhancing Relevance with LLMs and RAG](https://lucidworks.com/on-demand-webinars/governing-enterprise-knowledge-ai-llm-rag-2): Whether you are a knowledge manager, IT professional, or business leader, this webinar will equip you with the knowledge to harness the full potential of AI in transforming your enterprise’s information landscape.
- [Search as a Strategy: Enhancing B2B Ecommerce Through CX Excellence](https://lucidworks.com/on-demand-webinars/search-as-a-strategy-cx-excellence-3): View this webinar on-demand for a deep dive into the nuances of CX in B2B ecommerce and discover how to leverage innovative solutions to drive business growth and customer satisfaction.
- [On-Demand: Fusion 5.12 Platform Release and Updates](https://lucidworks.com/on-demand-webinars/fusion-5-12-platform-release-2): Join Lucidworks' Product team as they recap release items in Fusion 5.12, available now, and platform updates to help migration decisions surrounding what Fusion version to use and when to migrate. In this webinar, you'll learn about
- [Top Knowledge Management Practices for Optimizing CX](https://lucidworks.com/on-demand-webinars/top-km-practices-optimizing-cx): In this webinar, industry thought-leaders take a deep dive into the top KM practices for optimizing customer experience.
- [The Impact of Generative AI on Search and Knowledge Discovery](https://lucidworks.com/on-demand-webinars/impact-generative-ai-search-knowledge-discovery): Industry experts explore the current challenges, exciting benefits, and boundless opportunities that AI, in both search and knowledge discovery, brings to the table.
- [“Must-Have” AI Enhancements To Accelerate Your Ecommerce Business](https://lucidworks.com/on-demand-webinars/must-have-ai-enhancements-ecommerce-webinar-4): Featuring thought leaders and ecommerce practitioners to break down the “must-have” AI enhancements to accelerate your business for 2024 and beyond.
- [5 Takeaways From the World’s Largest Generative AI Study](https://lucidworks.com/on-demand-webinars/5-takeaways-from-the-worldos-largest-generative-ai-study): Generative AI is a rapidly evolving technology with the potential to revolutionize business. In this webinar, Michael Sinoway, CEO of Lucidworks, will discuss the latest trends in generative AI investment and the impact of the technology on customer experience, automation, and overall business operations.
- [Evolution of Lucidworks Neural Hybrid Search](https://lucidworks.com/on-demand-webinars/neural-hybrid-search-recording): One approach to search (term-based or vector-based) won't cut it. As natural language evolves, enterprises are finding that access to both approaches is critical to address contemporary pains in search today.
- [Lucidworks Best Practices for the Holiday Season](https://lucidworks.com/on-demand-webinars/holiday-readiness-2024): During this time important time of the year, our robust Lucidworks team will support you to ensure a smooth and successful holiday season.
- [Unveiling the Power of Large Language Models in Conversational AI](https://lucidworks.com/on-demand-webinars/unveiling-the-power-of-llms-in-conversational-ai-3): During this webinar, we will uncover the challenges facing the world of conversational AI and how LLM’s can help overcome these hurdles.
- [Strengthen platform stability and performance with Fusion 5.11](https://lucidworks.com/on-demand-webinars/fusion-5-11-platform-release-2): Join Lucidworks' Product team as they share what’s included in the newest release, Fusion 5.11, available now, and plans for Fusion for the year ahead. In this webinar, you’ll learn about:
- [Optimize Your Customer Experience With the Right Tech](https://lucidworks.com/on-demand-webinars/optimize-customer-experience-right-tech-5): In this webinar, we’ll talk about ways a future-proofed tech stack will empower your loyal customers and employees throughout their discovery journeys.
- [Supply Chain Woes? How Tech Can Transform Your Supply Chain](https://lucidworks.com/on-demand-webinars/supply-chain-woes-tech-transform-4): The approach to traditional supply chain management is changing, fueled in large part by disruptive technologies. Technology innovations are helping retailers rethink everything from logistics, factory sourcing and control of manufacturing to foster supply chain agility.
- [Search is the Tip of the Spear for Your B2B eCommerce Strategy](https://lucidworks.com/on-demand-webinars/forrester-b2b-ecommerce-strategy): In order for the B2B buying experience to be successful, search needs to be tuned to meet the unique needs of the segment. Learn more.
- [Find Your Content Gaps: 5 Sources Reveal the Holes in Your Content Marketing](https://lucidworks.com/on-demand-webinars/find-your-content-gaps-cmi): Check out this webinar to learn the best sources of topics for content marketing, and ways that any content strategist can more confidently align topics with the information needs of their audience.
- [Drive Agent Effectiveness in Salesforce](https://lucidworks.com/on-demand-webinars/agent-insights-for-salesforce): Learn how to empower customer support agents to resolve open support cases more quickly using machine learning automation.
- [Site Search 101: The Most Effective Content Marketing Tool (You’re Probably Forgetting)](https://lucidworks.com/on-demand-webinars/site-search-101-tech-talk-cmi-2): Your website is packed with compelling content from product descriptions to location pages to blog posts. But often the marketing strategy emphasizes SEO and overlooks the importance of search capabilities within their websites.
- [3 Critical Capabilities for Stellar Site Search](https://lucidworks.com/on-demand-webinars/3-critical-capabilities-stellar-search-2): Powerful search is now available in a fast, easy-to-use platform that anyone on your team can manage. Join the Connected Search early access community for exclusive benefits and a first look at upcoming features.
- [Time for Your Ecommerce Replatform? Top 5 Things to Consider](https://lucidworks.com/on-demand-webinars/5-considerations-ecommerce-replatform-2): A successful ecommerce replatform strategy to modernize your shopper experiences is only a click away.
- [Video: Strategies for Sustaining Growth and Customer Loyalty in 2022](https://lucidworks.com/on-demand-webinars/ecommerce-trends-2022-3): Stay ahead of the competition, add differentiating value for customers, and improve commerce KPIs with these innovative ecommerce strategies in 2022.
- [Fix Dead-End Searches and Boost Ecommerce Conversions](https://lucidworks.com/on-demand-webinars/fix-dead-end-searches-ecommerce-webinar): Say goodbye to zero results searches. Eliminate zero-result pages and increase conversions with semantic vector search as a cloud service.
- [Top Ecommerce Trends for 2022](https://lucidworks.com/on-demand-webinars/top-ecommerce-trends-2022): Deliver personalized shopping experiences customers expect. If shoppers can’t find what they’re looking for in the moment, they’ll shop somewhere else. Keep them browsing, buying, and connected.
- [Get Your S**rch Together in 2022](https://lucidworks.com/on-demand-webinars/connected-search-webinar-2): Give your website the best search relevancy—from the very first search—in a fast, easy-to-use platform that anyone can manage.
- [The Best Customer Experience (CX) Starts with The Right Tech Stack](https://lucidworks.com/on-demand-webinars/watch-tune-cx-tech-stack-2-3): Ways to optimize the search experience for your SharePoint users and how to measure the ROI of intranet search.
- [Supply Chain Challenges? Boost Conversions with AI](https://lucidworks.com/on-demand-webinars/supply-chain-challenges-boost-conversions-with-ai-3): Learn how AI can help you overcome the toughest challenges in product discovery and deliver delightful shopping experiences.
- [Create Intuitive B2B Ecommerce Experiences](https://lucidworks.com/on-demand-webinars/create-b2b-ecommerce-experiences-2-2): Learn how leading B2B brands use innovative strategies and technologies to improve customer experiences.
- [How Crate & Barrel Connects Shoppers with Relevant Products](https://lucidworks.com/on-demand-webinars/crate-barrel-connects-shoppers-with-relevant-products-3): Lunch & learn session from Retail TouchPoints Retail Innovation Conference.
- [How to Solve the Top 5 B2B Ecommerce Pain Points](https://lucidworks.com/on-demand-webinars/how-to-solve-the-top-5-b2b-ecommerce-pain-points-3): Learn how to create this enhanced purchasing experience. We'll show you how to overcome the top 5 B2B ecommerce pain points and accelerate ahead of your competition.
- [Intelligent Assistance for Call Centers](https://lucidworks.com/on-demand-webinars/intelligent-assistance-for-call-centers): Organizations throughout the world face new and existing complex data management issues. The importance of ML intelligent assistance enhances, manages and protect customers’ data. One of the most challenging data sources to manage is voice communications. The “challenge” we address—ensures every customer call and communication improves both your customer experience and service performance while simultaneously aligning with your corporate risk and compliance framework.
- [Holiday Readiness: How to Prepare for the Most Critical Time of the Year](https://lucidworks.com/on-demand-webinars/holiday-readiness-how-to-prepare-for-the-most-critical-time-of-the-year): After months of uncertainty, rollercoaster sales, and seismic shifts in business priorities, it's time to focus on our annual Super Bowl of commerce, the holidays.
- [Smart Answers for Employee and Customer Support After COVID-19 – European Webinar](https://lucidworks.com/on-demand-webinars/smart-answers-for-employee-and-customer-support-after-covid-19-european-webinar): The COVID-19 pandemic has forced companies to support far more customers and employees through digital channels than ever before. Many are turning to chatbots to help meet increasing demand, but traditional rules-based approaches can’t keep up. Our new Smart Answers add-on to Lucidworks Fusion makes existing chatbots and virtual assistants more intelligent and more valuable to the people you serve.
- [Smart Answers for Employee and Customer Support After COVID-19](https://lucidworks.com/on-demand-webinars/smart-answers-for-employee-and-customer-support-after-covid-19): The COVID-19 pandemic has forced companies to support far more customers and employees through digital channels than ever before. Many are turning to chatbots to help meet increasing demand, but traditional rules-based approaches can’t keep up. Our new Smart Answers add-on to Lucidworks Fusion makes existing chatbots and virtual assistants more intelligent and more valuable to the people you serve.
- [Applying AI & Search in Europe featuring 451 Analyst](https://lucidworks.com/on-demand-webinars/applying-ai-search-in-europe-featuring-451-analyst): In the current climate, it's now more important than ever to digitally enable your workforce and customers. Join Simon Taylor, VP Global Partners & Alliances, Lucidworks and Matt Aslett, Research Vice President, 451 Research to get the inside scoop on how industry leaders in Europe are developing and executing their digital transformation strategies.
- [Accelerate Data Science with Fusion 5.1](https://lucidworks.com/on-demand-webinars/accelerate-data-science-with-fusion-5-1-2): Lucidworks Fusion pairs machine learning and search to interpret user intent and provide the most relevant, contextual experiences for search and discovery applications. The Data Science Toolkit Integration in Fusion 5.1 takes relevance a step further by allowing data scientists to develop in their data science toolkit of choice (TensorFlow, spaCy and scikit-learn) and then deploy custom machine learning models directly into Fusion’s search pipelines.
- [5 Must-Have Items You Need for Your 2020 Ecommerce Strategy](https://lucidworks.com/on-demand-webinars/5-must-have-items-you-need-for-your-2020-ecommerce-strategy): In this webinar with 451 Research, you'll understand how retailers are using AI to predict customer intent and learn which key performance metrics are used by more than 120 online retailers in Lucidworks’ 2019 Retail Benchmark Survey.
- [European Partner Campaigns Launch](https://lucidworks.com/on-demand-webinars/european-partner-campaigns-launch): Watch our on-demand webinar showcasing the latest Lucidworks campaigns designed specifically for our European Partner community to drive lead generation.
- [Apply Knowledge Graphs and Search for Real-World Decision Intelligence](https://lucidworks.com/on-demand-webinars/apply-knowledge-graphs-and-search-for-real-world-decision-intelligence): Knowledge graphs and machine learning are on the rise as enterprises hunt for more effective ways to connect the dots between the data and the business world. With newer technologies, the digital workplace can dramatically improve employee engagement, data-driven decisions, and actions that serve tangible business objectives.
- [Building a Business Case for Enterprise Search and Proving ROI](https://lucidworks.com/on-demand-webinars/building-a-business-case-for-enterprise-search-and-proving-roi): Everyone complains how horrid internal search is, yet management demands to see ROI before releasing budget to fix it.
- [Why Insight Engines Matter in 2020 and Beyond](https://lucidworks.com/on-demand-webinars/why-insight-engines-matter-in-2020-and-beyond): By 2023, more than one-third of knowledge workers worldwide will use insight engines.

## Events