The shelf SRCH

Search & discovery

3 / 9 Default order on your shelf

Semantic and vector search on your taxonomy, with merchandising controls your category team will use.

Stack
Vertex AI Vector Search, BigQuery, Cloud Run
Engagement
Project, then a light retainer for tuning
Lead time
Kick-off in 2 to 4 weeks

The problem

Keyword search fails the shopper who types “something for a beach wedding”. Hosted search tools help, but they rank by their defaults and hide the levers your category managers need.

What we build

  • Hybrid retrieval

    Keyword and vector recall merged, tuned on your own query logs.

  • Re-ranking

    A learned ranker that weighs relevance against stock, margin and returns.

  • Merch controls

    Boosts, pins and synonyms that a category manager can change without a deploy.

  • Query understanding

    Typo tolerance, multilingual queries and attribute extraction from free text.

Next on your shelf

Ready to talk about search & discovery? Start a project