IMPROVE RELEVANCE AND RANKING WITH ADAPTIVE MODELS
Lucidworks AI Boosters are machine learning–driven models that enhance search relevance and ranking across digital experiences. They work behind the scenes to analyze queries, user behavior, and product data—automatically tuning results for precision and personalization.
Unlike traditional rule-based approaches, AI Boosters apply semantic search optimization to understand meaning rather than just keywords, ensuring every result aligns with user intent. The outcome: more relevant results, higher engagement, and measurable impact on revenue and customer satisfaction.
AI boosters.
Keyword Extraction
Use AI to automatically identify and tag the most relevant keywords from product descriptions, documents, and content.
This improves search relevance and recall by ensuring every query connects to the most meaningful terms in your data.
Chunking
Break large or complex documents into smaller, semantically coherent “chunks” for more efficient retrieval and LLM processing.
This enables faster, more accurate answers from long documents—powering better context understanding and improved generative responses.
Classification
Categorize content, products, or documents automatically using machine learning models trained to recognize patterns and topics.
This streamlines navigation, filtering, and recommendations—making it easier for users to find what they need and for systems to understand your data.
Summarization
Generate concise, human-readable summaries from long or technical content using advanced LLM summarization models.
This helps users absorb key insights more quickly, improving decision-making and reducing time spent sifting through dense information.
Data Augmentation
Enrich your catalog and content with AI-generated keywords, synonyms, and subcategories by analyzing text and images together.
This expands search coverage, boosts discovery, and drives conversion by improving the overall quality and completeness of your product data
KEY COMPONENTS
Get technology that adapts, improves, and automates AI effectiveness with Lucidworks AI Boosters.
AI Ranking Model
Learns from every interaction to predict the most relevant results—delivering smarter rankings and better engagement over time.
Relevance Tuning Automation
Eliminates manual scoring and adjustments with models that self-optimize based on user clicks, conversions, and context.
Semantic Search Optimization
Understands the meaning behind every query using advanced embeddings and vector signals to match true user intent.
Personalization at Scale
Adapts to each user’s preferences and patterns for more individualized, high-converting search experiences.
Continuous Model Training
AI Boosters refine themselves through ongoing learning, ensuring your search results stay aligned with evolving behaviors and trends.
Seamless Integration with Lucidworks Platform
Designed to enhance Lucidworks’ core search stack—AI Boosters plug in instantly to improve performance without disrupting workflows.
Real ways companies see a difference with Lucidworks AI boosters.
- Higher relevance, higher revenue
Retailers report up to a 20% lift in conversion rates from better-ranked, more relevant results.
- Less manual tuning
Search teams cut optimization time by more than half through automated relevance tuning.
- Smarter personalization
Shoppers and knowledge workers alike get faster, more accurate answers tailored to their unique intent.
- Improved customer satisfaction
Better relevance leads to fewer “no results” searches and stronger long-term engagement.
- Adaptive search performance
Models evolve with your data, improving precision as your catalog, content, and users grow.
Lucidworks AI boosters features and functions
| Booster Name | Core Function | Primary Benefit/Outcome |
|---|---|---|
| Keyword Extraction | Uses AI to automatically identify and tag the most relevant keywords from content. | Improves search relevance and recall by ensuring every query connects to the most meaningful terms. |
| Chunking | Breaks large documents into smaller, semantically coherent “chunks” for efficient retrieval and LLM processing. | Enables faster, more accurate answers from long documents, powering better context understanding. |
| Classification | Automatically categorizes content, products, or documents using machine learning models. | Streamlines navigation, filtering, and recommendations, making it easier for users to find what they need. |
| Summarization | Generates concise, human-readable summaries from long or technical content. | Helps users absorb key insights more quickly, improving decision-making and reducing time spent sifting. |
| Data Augmentation | Enriches catalog and content with AI-generated keywords, synonyms, and subcategories. | Expands search coverage, boosts discovery, and drives conversion by improving data quality. |
Key performance improvements using Lucidworks
+8%
expected ROI lift
2x
increase in conversion rate
$500K
annual cost savings
We strive to make the search experience optimized for each user. Working with Lucidworks and using Lucidworks AI helps us propel the search experience forward faster.
Leading global financial services firm
According to Forrester's Total Economic Impact assessment, organizations implementing Lucidworks AI-powered solutions realized a 391% ROI within three years, recouping their initial investment in under six months.
Explore ROI Report
New Pig worked with Lucidworks to deploy AI for matching customer search intent with relevant products even when industry terminology differed from customer language, improving search results and identifying new product opportunities.
Let AI Do the Work
Oriflame boosted search clicks 150% with AI, leveraging Lucidworks to understand customer intent across 50+ languages, dramatically improving search relevancy for beauty experts and general consumers.
Discover AI-Powered RelevanceYour deployment, your way.
Only Lucidworks gives you this many ways to set up your solution. You choose what works for your business now and what will grow with you in the future—no forcing you into a one-size-fits-all approach.
SaaS
A modern no-code platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Fast deployment, continually updated, secure, and scalable with automatic feature updates.
Self-Hosted
A self-hosted platform with everything business, search, and digital teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Ultimate control, secure, scalable, and customizable to your environment.
Hybrid-SaaS
A combined solution offering our self-hosted platform with secure access to additional SaaS features. Everything teams need to create, manage, and optimize search and product discovery for agencies or B2B and B2C companies in any industry. Flexible, secure, and scalable deployment options.
Expert Services
We're with you every step of the way.
We support you through every part of your journey, a distinctive advantage of working with Lucidworks.
Our global expert teams advise in search and digital program design, relevance improvement and optimization, B2B and B2C ROI, and full lifecycle implementation and support.
Technology is essential, but so are the people who partner with you for your success.
