Your search bar is costing you conversions.
shopperGPT replaces keyword search with trimodal AI — text, color, and image — in a single drop-in installation. No migration. No dev sprint. No CSV files.
Keyword search fails the way modern shoppers actually think.
Shoppers search for "cozy cardigan for a dinner party" and get nothing. They want to match a color they saw on Instagram. They have a photo and want to find the product. Keyword engines can't handle any of it — they match strings, not intent. shopperGPT understands what shoppers mean, not just what they typed.
What keyword search can't do
- ✗"cozy cardigan for a dinner party" → 0 results
- ✗Color searches return wrong shades
- ✗Image uploads return errors
- ✗Typos and synonyms miss entirely
Three modes. One search bar.
shopperGPT unifies text, color, and image search into a single interface. Each mode uses a separate embedding model tuned for that modality — no tradeoffs, no averaging.
Understands intent, not keywords
Text search uses semantic embeddings to understand what shoppers mean. "Lightweight summer dress for a garden wedding" surfaces the right products even when no product has those exact words.
Color search from a 1,000-color palette
Shoppers pick a color from a wheel. shopperGPT finds products that actually match using HSV vector embeddings across every dominant color in every product image. Not approximate — precise.
Drop-in replacement, not an add-on
shopperGPT replaces Shopify native search, Searchie, Constructor, and other legacy tools. One script tag. No catalog migration. No API keys. Results are live the same day embeddings are ready.
How it works
Connect
One script tag added to your Shopify theme. shopperGPT syncs your catalog automatically via the Shopify API.
Enrich
AI analyzes every product image and description — extracting colors, attributes, and semantic meaning. This is the enrichment that makes search accurate.
Embed
Three embedding types are generated per product: text (semantic understanding), image (visual similarity), and HSV color vectors (precise color matching).
Go live
Your existing search bar is replaced with the shopperGPT interface. Shoppers get text, color, and image search unified in one experience.
Replace keyword search today.
shopperGPT is live. One script tag — no migration, no dev sprint.