ONTOLOGY-BASED SEARCH

Accurate search results
with AI and ontology

Get accurate, relevant search results with Hybrid Search. Using a custom-built knowledge graph (ontology) and AI, your product data is organized and analyzed to give better search results.

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What is ontology-enhanced search?

Hybrid search gives you control over the accuracy and relevance of your ecommerce search results. Each item in your catalog is organized into categories like synonyms, colors, models, and sizes, all connected through an organized system (ontology). This ensures users have an easy, seamless search experience, helping them find exactly what they need.

Ontology-based search features

Create product relationships

Our ontology maps out relationships between your product data, categorizing terms with hyperonyms, hyponyms, and synonyms and distinguishing between products and accessories.

AI-driven search engine

The AI engine processes your product catalog semantically, clustering items by relevant attributes. This enriched data enables exact search results based on the user’s intent.

Named Entity Recognition (NER)

When a user enters a search query, NER technology identifies key product names, categories, and attributes, resolving the user’s intent and delivering relevant products.

Improved product discovery

By connecting related products and accessories through our knowledge graph, hybrid search helps customers find exactly what they’re looking for—even if they don’t know how to phrase their queries.

Most search engines

Ontology-based search

Limited control over search relevance

Basic algorithms that don’t allow fine-tuning

AI-powered with complete control for precise, relevant results

Struggles to connect related products

Cannot recognize relationships between items

Ontology links products and accessories for more intelligent results

Relies on simple keyword matching

Only matches exact words, missing context

Understands the meaning behind words for accurate, intent-based results

No personalized product suggestions

One-size-fits-all search, no tailored suggestions

Delivers personalized recommendations using rich product data

Hybrid search for ecommerce teams

Control your product presentation

With hybrid search, you can present products aligning with your business goals and customers' needs. Fine-tune your search outcomes and showcase your most important offers.

Maximize sales with smarter cross-promotion

Hybrid search identifies relationships between products and accessories, allowing for seamless cross-promotions and upselling opportunities, all integrated directly within search results.

Enhance product discovery

Hybrid search improves product discoverability, ensuring customers find what they need quickly and surfacing related or complementary items they might not have considered.

Hybrid search for customers

Personalized, intent-driven search

Results customers receive search results that reflect their intent, powered by AI and ontology-enriched data, ensuring they easily find the most relevant products.

Improved navigation and product discovery

The enriched data structure helps customers navigate your catalog intuitively, leading them to discover new or related products that match their search query.