When AI shopping assistants hit a question your storefront cannot answer — about sizing, shipping, materials, or returns — they fill in the gap from a competitor or drop you entirely.
AI agents can only answer with the evidence you publish. When they hit a gap, they fill it from somewhere else.
Sizing, material, fit, compatibility, shipping, and returns questions often go unanswered on the pages AI agents rely on most.
Even when the answer exists, AI agents may miss it if it is hidden in a wall of text without clear structure or headings.
One strong product page cannot carry a category if the rest of the store does not answer the same high-intent questions consistently.
Paste a product, collection, or homepage URL. We check the public evidence available to AI agents today.
The scanner looks for missing answers across choose, trust, transact, and compare moments in the shopping journey.
Results call out the questions most likely to push shoppers and AI agents toward another store.
Run the scan to spot missing answers, weak FAQ coverage, and the pages where AI agents are most likely to look elsewhere for help.
