ShelfRank

Your products are on a shelf you can't see.

Shopify pushed every eligible US store into ChatGPT, Gemini, Google AI Mode and Copilot shopping. ShelfRank shows where your products rank in AI answers, which competitor took each slot and why — then fixes your catalog to win it back.

Track → diagnose → fix → re-track. Ahrefs, for the AI shelf.

Early access — Shopify app in review. shelfrank.outofbox.dev