Search that understands what they mean.
Customers don’t type SKUs. They type “warm jacket but not too bulky” and “gift for my dad who fishes.” We turn natural language into ranked results every time, even with typos, even when the words aren’t in your catalog.
Same query. Better results.
Keyword search vs. PersonalizerAI, across three real failure modes: natural language, attribute combinations, and missing synonyms.
Six things our search does that keyword search can’t.
On by default, tunable, and none of it needs a data engineer.
Semantic understanding
Every query and SKU share one vector space, so synonyms, paraphrases, and slang map to the right shelf, no manual synonym lists.
Typo & fuzzy tolerance
Single-character typos, missing spaces, transposed letters: corrected at query time without breaking exact-match SKUs.
AI query understanding
A language model rewrites messy queries into structured filters and sorts, and falls back gracefully to keyword if it's ever unsure.
Facets & filters
Vendor, type, tags, color, size, price, in-stock, plus customer rating and subscription-available facets, generated from your catalog.
Merchandising control
Pin, boost, and bury results, or type a rule in plain language and let the engine compile it. Full version history.
Zero-result rescue
No dead ends. If there's no exact match we fall back to the nearest neighbors, and live previews render as the shopper types.
The default search bar leaves money on the floor.
Six things a shopper expects search to do, and where the built-in box falls short.
From signup to your first ranked result, in minutes.
One click from the Shopify App Store. We read your catalog the moment we're authorized.
Embeddings build in the background: most stores are searchable before their coffee gets cold.
Drop the app block into your theme, or use the headless API on the Custom plan. Autocomplete and filters come with it.
Give your best customers the search they deserve.
Semantic search that parses intent, survives typos, and never returns zero results for a product you actually stock.
