Get your products
recommended in ChatGPT, Gemini, Copilot, or Google AI Mode
AI assistants recommend products whose details answer the shopper’s question. See which of yours can’t.
Free. No install, no login. ✓ Works with Shopify · More platforms coming soon
Shopper asks
waterproof hiking boots, wide fit, under $150
Trailmark · Ridge GTX
Norpeak · Alpine Wide
Kestrel · Trek Pro
Harlow · Trailwalker Wide
Not recommended. Missing: width fitting waterproof rating
48%
of online shoppers used AI to research their most recent purchase
Visa Acceptance / PYMNTS, 2026
15%
of merchants have product data ready for AI agents
Visa Acceptance / PYMNTS, survey of 1,185 merchants, 2026
+393%
AI-referred traffic to US retail sites, year over year
Adobe Analytics, Q1 2026
The real problem
A search engine can’t find an
attribute you never wrote down.
Most catalogs say what a product is. Shoppers ask what it fits, who it’s for and what it solves.
1 · Shopper asks
2 · Your catalog stores
3 · Every engine returns
Nothing to match on, so nothing gets shown or recommended. Keyword, semantic or AI.
The same gap breaks four channels at once
AI assistants
Listed, not recommended
On-site search
0 results
Collection filters
2 filters for 4,000 products
Shopping feeds
Listings limited
Fill the gap once, and every channel improves.
How it works
Find the gap. Fill it. Keep it filled.
Test your catalog the way shoppers ask
We run your products against the questions shoppers in your category ask, then show which attributes are missing.
Missing Attributes
Fill it across the whole catalog
Compatibility, use case, standardized values and links between related products, worked out across the catalog, not one product at a time.
Colour Values
Low-confidence values go to you for review
Import it, then keep it current
You get an import-ready file, or we import it for you on Enterprise. A monthly re-check catches new gaps as your catalog changes.
Import-ready file
Every filled value, ready to load
Imported for you
Only with your approval
Monthly re-check
New gaps flagged as products change
See it work
Same question. Same catalog.
Before and after.
Before ReLUnit
Trailmark · Ridge GTX
Norpeak · Alpine Wide
Kestrel · Trek Pro
Harlow · Trailwalker Wide
Not shown to shopper. Missing width fitting, waterproof rating
After ReLUnit
Harlow · Trailwalker Wide
Matched on wide fit, waterproof membrane
Trailmark · Ridge GTX
Norpeak · Alpine Wide
Kestrel · Trek Pro
Pick a category. Same shopper question, same catalog, shown before and after the missing attributes get filled in.
Shopify today. More platforms are on the way.
Find out what your store could be answering.
Paste your store URL. See which shopper questions your catalog misses, and which details are missing.
Free. Takes about a minute. Works with Shopify stores today.
Let’s talk
Talk to us about a pilot
Tell us about your store. We’ll reply within one business day to scope a 90-day pilot.