Shoppers ask ChatGPT, Perplexity and Shop what to buy — and get recommended by reviews, price and reputation, not just your product data. See your Share-of-Voice against competitors, fix what you can, and measure the difference against a set you hold back. Start with a free readiness check.
Free. Whole catalog, not one URL. Reads public Shopify data — no install, no credit card. Agencies: run it on any client store.
Shopify puts every product in front of AI shopping agents. Whether they recommend you is a different game — and most tools measure the wrong half of it.
No way to see how often AI assistants name you versus your competitors, or whether it's moving. You're guessing.
Clean descriptions get you eligible. Recommendation turns on reviews, price, feed reach and third-party authority — the levers most "AI SEO" tools ignore.
AI orders are up 11–13× for every store — so a naive before/after always looks like a win. Without a control group, "we proved the lift" is a guess.
Measure your position, act on every lever, and back it with a real test — not a dashboard that dazzles and proves nothing.
How often AI assistants name you versus your named competitors — with a confidence interval, tracked over time. Plus a readiness score on every product.
Bulk-fix titles, descriptions, taxonomy and metafields — staged for approval, reversible in one click. And a prioritized to-do list for the levers we can't auto-fix: reviews, price, feed, authority.
Fix some products, hold a comparable set back as a control, and measure the difference. A defensible, CI-bounded lift number — the one thing a measure-only tool can't give you.
FeedProof is built for the agencies and data teams who do this for many stores. One console across every client — with the reporting you can bill against and defend in a QBR.
Share-of-Voice, readiness, open gaps and proven lift for every store you manage — sortable, at a glance, with per-client drill-down.
Hand each client a branded AI-visibility scorecard — comparative, confidence-bounded, and honest. The renewal story.
Controlled-lift results per client, not a naive before/after a sharp client will see straight through.
The AI-visibility space is full of tools that measure and dashboards that dazzle. We do the harder half: fix the catalog and measure the difference against a hold-out — the comparison a measure-only tool can't run. Every number shows its source and its confidence interval.
No llms.txt gimmick, no "we guarantee ChatGPT cites you." Just a comparative position vs your competitors, the real levers named, and a lift number that holds up.