OtoRank

About

Shopify's agentic commerce tools assist AI agents with checkout, but not product selection. OtoRank addresses this need by evaluating how ready each product is for AI interaction. It creates product descriptions and FAQs optimized for AI, generates an automatically updating llms.txt shopping guide, and identifies which AI crawlers such as GPTBot, ClaudeBot, and PerplexityBot are visiting your store. Every generated draft is placed in a review queue for your approval before publishing. The app works immediately upon installation without any configuration required and offers a free plan.