Match the exact shade.
Not just similar colors.
Patent-pending color search that finds the shade a shopper is actually looking for — not the nearest cluster of similar-looking colors.
Most 'color search' just clusters similar colors.
A shopper searching "sage green" usually gets a spread of vaguely-green results — olive, mint, forest — because most systems match nearest-neighbor color clusters, not the actual shade. Even Google and Amazon's color-aware visual search works as a text delimiter layered onto image similarity within their own catalog — not a disentangled color vector matched by true nearest-neighbor search across an independent merchant's full catalog.
discoverGPT's trimodal search fuses an HSV-derived color vector — correcting for hue wraparound, skin tone, and multiple true colors per product — with a separate category vector, so a query like "this exact shade, in mini dresses" returns exactly that, at production speed.
- ✓Exact-shade matching, not nearest-neighbor color clustering
- ✓Corrects for hue wraparound — reds don’t bleed into pinks or oranges
- ✓Accounts for skin tone in apparel photography
- ✓Handles multiple true colors on the same product
- ✓Composes with category + text in one query
- ✓Same one-click Shopify connect as every capability here
Why this is patent-pending, not a workaround
A 34-claim utility patent on the hardest part of this — not a keyword-matched color tag.
Patent-pending, not a color tag
U.S. application 19/211,109 (34 claims) plus a PCT international filing. This is a disentangled color vector, not a text match against a color name someone typed into a product field.
None of the category's Leaders do this
Per Gartner's Magic Quadrant for Search and Product Discovery, Algolia, Bloomreach, and Constructor are named Leaders in on-site search — none of the three match an exact shade, only visually similar colors.
Compositional, not a single filter
Combine an exact color with a category and free text in one query — not a color swatch bolted onto keyword search as an afterthought.
How it works
Connect
One-click Shopify connect — the same install every capability on this platform uses.
Enrich
discoverGPT computes the HSV-derived color vector for every product image automatically during enrichment — no manual tagging.
Activate
Turn on color_search as an Outcome — from the dashboard, or the outcomes API parameter.
Ship
Color search goes live in your onsite search bar, and is callable directly by AI agents via the MCP search_products_trimodal tool.
Search by color, exactly.
Same connection as everything else here — one Shopify install, every capability.