AgentShelf is a GEO Readiness Console for AI commerce.

As product discovery shifts from traditional search engines to AI assistants, e-commerce brands need a new way to make their products understandable, comparable, and recommendable by AI agents. AgentShelf helps Shopify and DTC brands audit their product catalog for ChatGPT-style shopping readiness, identify missing product signals, and generate structured improvements that make products easier for AI agents to read, rank, and recommend.

With AgentShelf, a merchant can upload or paste a product catalog and instantly receive an interactive dashboard showing AI discoverability score, product clarity, comparison readiness, trust signals, missing attributes, FAQ gaps, and likely customer query matches. Instead of returning a static text report, the AI dynamically generates an actionable commerce UI with editable product cards, agent-preview panels, structured schema suggestions, comparison tables, and one-click GEO fixes.

Our goal is to help brands move from SEO to GEO: from ranking on search engines to being selected by AI agents.