Intent
Keyword matching returns products containing the words typed. What the shopper meant stays invisible.
Built on proprietary embeddings
Search and discovery, built for ecommerce.
Vibe Search is a complete AI search suite for your webshop, built on embeddings rather than language models. Shoppers find what they mean, not just what they typed.
For platforms that want to increase conversions, reduce returns, and prove that search can be better.
The problem
A shopper searches for a navy work coat and gets nothing, while ten matching coats sit in the catalog under different names. Traditional search matches words. Every dead end is a lost session.
Upkeep
Relevance depends on tags and metadata someone has to keep current as the catalog grows.
Dead ends
When search returns nothing useful, shoppers leave. The session and the sale go with them.
The solution
AI search, built on embeddings.
Vibe Search is a complete AI search suite for ecommerce: search, exploration, and recommendations running on one index of your catalog. No tags required.
It runs on embeddings, not a language model. Products and queries are mapped by meaning, so results are instant, consistent, and cheap to serve at any catalog size. See it in action.
Four layers, working together.
Semantic search
Semantic search
Understanding meaning, not just words. Find products based on what they do, not what they're called.
Sliding search
Sliding search
Users can explore attributes and preferences interactively, narrowing results in real time without typing.
Taste
Taste
Learning what users like. Recommendations improve over time, personalizing the discovery experience.
Match
Match
Connecting related products across categories. Find items that complement each other for a cohesive experience.
How it works
Connect. Index. Search.
1
Connect
We connect to your catalog. Works with any ecommerce platform; a native Shopify plugin is on the way.
2
Index
Products are indexed through embeddings, understood by their content. No tagging pipeline, no metadata schema, no relevance rules.
3
Search
Your store calls one API for search, exploration, and recommendations. Typically live in days, not months.
Why teams choose Vibe Search
Built for what ecommerce actually needs.
Reduced bounce rate
Users find what they meant, not what they typed. Fewer dead ends, more time on site.
Increased upsell
Cross category matches surface complementary products that traditional search misses.
No metadata to maintain
Indexing is handled through embeddings. No tagging pipeline, no manual upkeep.
Drops into your stack
A plugin API that works with any ecommerce platform. Typically live in days, not months.
See it working
See it live on real inventory.
We'll walk you through Vibe Search running live on one of our own catalogs, so you see exactly how it performs before your own data is ever involved.