Let shoppers see it on,
before they buy it.
AI-composed images of a subject wearing your actual catalog garments — live in production, not a demo.
Product photos on a rack. Not on a person.
A flat product shot answers "what is this" but not "how would this look on me" — and shoppers who can't picture fit and drape hesitate, or leave. Virtual try-on answers that question directly, without a fitting room.
This falls entirely outside on-site search as a category: Algolia, Bloomreach, and Constructor — the named Leaders in Gartner's Magic Quadrant for Search and Product Discovery — don't ship an imaging product at all. discoverGPT does, with real production billing behind it, not a proof of concept.
- ✓AI-composed images of a subject wearing your actual catalog garments
- ✓Mix and match slots — tops, bottoms, dresses, shoes
- ✓Cache hits and repeated subject + garment combos are free
- ✓Content-filtered results return blocked, not charged
- ✓Prepay in bulk and the rate drops to as low as $0.10/composition
- ✓Same one-click Shopify connect as every capability here
Why this isn't just another search feature
A different category entirely — imaging, not discovery — with real metering behind it.
Falls outside on-site search's category
None of the three Gartner-Leader search vendors — Algolia, Bloomreach, Constructor — ship an imaging product. This isn't a feature gap for them; it's a different capability discoverGPT also covers.
Metered pay-as-you-go, or bulk-priced
$0.18 per live compose with no commitment, after 50 free compositions per agency. Prepay a credit bucket instead and the effective rate drops — as low as $0.10/composition at volume.
Live in production, not a demo
Real billing, real credit tracking (get_vto_credits, get_vto_metrics) — not a proof-of-concept sitting behind a waitlist.
How it works
Connect
One-click Shopify connect — the same install every capability on this platform uses.
Reference
Point at catalog products already ingested — no separate garment upload step required.
Compose
Call POST /v1/vto/compose (or the MCP virtual_try_on tool) with a subject and garment IDs.
Ship
A public image URL comes back — drop it straight into your PDP, cart, or search results.
Pricing scales down with volume
$0.18/composition pay-as-you-go, no commitment. Prepay a credit bucket and the effective rate drops at every tier — the more you prepay, the less each composition costs.
| Bucket | Price | Per composition |
|---|---|---|
| 100 credits | $16.00 | $0.16 |
| 500 credits | $70.00 | $0.14 |
| 1,000 credits | $120.00 | $0.12 |
| 10,000 credits | $1,000.00 | $0.10 |
See it on, before you buy it.
Same connection as everything else here — one Shopify install, every capability.