AI Readiness Auditor
AI agents ignore products they can't read. See which of yours are invisible — and exactly what to fix
Your store is setup for AI shopping. Your products may not be.
In March 2026, Shopify automatically enrolled eligible stores into Agentic Storefronts — connecting merchants to ChatGPT, Google AI Mode, and Microsoft Copilot. Enrollment is automatic. Visibility is not.
AI shopping agents don't browse your store the way a human does. They match buyer queries to product data — titles, categories, barcodes, descriptions with real measurements and specs. If your product data doesn't meet the standards these agents use, your products simply don't appear. No error message. No warning. Just silence.
Most merchants have no way to know which products are invisible and why — until now.
Try a free scan for your shopify products now : Visibl
What AI Readiness Auditor does
It scans every product in your catalog against the official data standards that AI agents actually use: the Shopify GEO Playbook, Google Merchant Center product data specification, and NRF 2026 guidelines. Not guesswork. Not generic SEO advice. The actual standards.
Every product gets a readiness score from 0 to 100. You see your worst-performing products first, with a clear breakdown of exactly which fields are failing and why. Then you fix them — the app tells you how, step by step.
Who it's for
Any Shopify merchant with an active product catalog who wants their products to appear in AI shopping results. Particularly valuable if you're already running paid ads on Meta or Google and want to make sure your AI channel is working as hard as your paid channels.
No developer needed. No technical knowledge required. Install, run your first scan in under a minute, and see exactly where you stand.
What makes it different from other AI SEO apps
Most AI visibility tools focus on brand mention tracking — monitoring whether your brand name appears in ChatGPT responses. That's a brand awareness metric. This app focuses on product discoverability — whether individual products appear when a buyer asks an AI agent for a recommendation.
Every check is grounded in an official published standard, not speculation. The app tells you the source for each check so you can verify it yourself.
