Platform / Search

Search results ranked by session intent, not just query match

Aislegleam re-ranks your existing search results per shopper session. No reindexing. No new search provider required.

Re-rank
No reindexing needed
Per-session
Each shopper sees a different ranking
Growth+
Available on Growth and Scale plans
The search personalization problem

Same query, different shoppers

A search for "blanket" on a home goods site has an entirely different intent profile depending on who's searching. A gift buyer in November wants a premium packaged product at a gift-friendly price point. A home decor enthusiast wants a specific texture or color story. A frugal buyer wants the clearance option.

Traditional search returns the same ranked result set to all three. Aislegleam reads the session's prior behavior and category affinity, then re-ranks the query result set to surface the most relevant products for that session's intent.

Your search provider still handles the query match and lexical ranking. Aislegleam adds a personalization layer on top via a re-ranking API call that takes <20ms.

Query: "blanket"
Session A (gift buyer)
1. Premium gift set bundle
2. Cashmere throw, boxed
3. Merino wool blanket
Session B (home decor buyer)
1. Woven cotton throw, sage
2. Chunky knit blanket
3. Textured linen throw
Session C (value buyer)
1. Fleece throw, $24
2. Clearance: sherpa blanket
3. 3-pack throw bundle
Integration model

Works with your existing search provider

Aislegleam doesn't replace your search engine. It re-ranks the results your search provider returns.

1

Your search provider returns results for the query

Works with Algolia, Searchspring, Searchanise, Elasticsearch, or any search API that returns a ranked product list.

2

Aislegleam re-ranks the result set by session intent

A single API call passes the result list and the session ID. Aislegleam returns a re-ranked order in under 20ms. No reindexing, no schema changes.

3

Your front end renders the re-ranked results

The re-ranked product ID list drops into your existing search results UI. No front-end changes required beyond the API call swap.

Next step

Search personalization is included in Growth

Available on the Growth and Scale plans. Start with a free trial to see how it performs on your catalog and search volume.