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Onsite discovery

Agents might get shoppers to your door.

But only you can keep them there.

Being visible to AI agents is table stakes. The real win happens once a shopper lands on your site: fast, accurate search, try-on that removes doubt, and product data clean enough to back it up.

Illustration of a fortified storefront converting shoppers who cross the bridge past competing AI discovery channels on the riverbanks

Onsite discovery turns the traffic you earn into confidence to buy — without sending shoppers to a separate experience or asking them to settle for keyword search.

Find it. Try it on. Never leave the page.

Trimodal search, virtual try-on, and catalog enrichment work as one discovery layer on your storefront — not a set of disconnected features.

Search the way shoppers think.

One engine understands natural language, precise color, and image similarity — so the query can start with a need, a shade, or a screenshot instead of a keyword.

Natural language
Match intent, not exact wording — “lightweight jacket for a cold office” is a useful search.
Precise color
Match from a patent-pending, 1,000-color palette instead of a handful of tagged swatches.
Image similarity
Turn an inspiration photo or screenshot into the closest real match in the catalog.
discoverGPT natural-language search demo interface

See all three inputs in one search surface.

Try the demo

Let shoppers resolve doubt before they leave.

Virtual try-on works on the product page and as a full-screen experience, composing quickly enough to keep momentum through the decision.

PDP + full-screen

Try-on at the product page for a quick look, or full-screen for the complete experience.

Multi-category, full outfits

Mix categories into one outfit and check out directly from the try-on view.

Saved outfits

Save an outfit once, then try it on instantly later without recomposing.

Lay-flat and on-model compositions generated from catalog imagery are next. They're in development now.

Coming soon
Messy wholesaler product data cleaned and enriched into a structured Shopify listing

Good discovery starts with a catalog agents can understand.

Search is only as accurate as the catalog behind it. cleanerGPT rewrites keyword-stuffed titles, fills gaps, and scores completeness — turning unusable supplier feeds into product data that search and try-on can trust.

Explore cleanerGPT

Own the moment a shopper arrives.

Bring search, try-on, and catalog quality together on the storefront you already own.

Get Started →