Agents saw your products. Here's why they didn't buy.
Attribution tells you how much AI sells for you. The next question is worth far more: why isn't it selling more? We find what the agents were missing — and fix it.
The readiness deep-dive
Missing structured data agents require (inStock, shippingDetails, returnPolicyCategory), endpoints your bot rules silently block, and where your feeds lose on price and shipping against competitors.
You vs. stores like yours
“Comparable stores get 3.1% of revenue from AI channels; you get 0.8% — here are the two reasons.” Context nobody sees from inside one store.
Fixes, implemented
Structured data completed, feeds enriched, catalog optimized for what AI channels actually read — so agents recommend you more, and the attribution numbers prove it worked.
For brands where AI revenue is worth real money — typically $10M+ GMV or a visible AI order flow already in the admin. Custom scope, custom pricing.