GEO Agent

# GEO Agent GEO Agent is a Shopify app that audits product pages for AI assistant visibility, benchmarks recommendation share, and fixes product descriptions, JSON-LD, llms.txt, and UCP metadata. ## Agent Actions - Product: https://geo-agent.fly.dev - Shopify OAuth start: https://geo-agent.fly.dev/auth/login - Public app proxy llms.txt route for installed shops: https://geo-agent.fly.dev/api/llms-txt - Public app proxy product schema route: https://geo-agent.fly.dev/api/product-schema/{handle} - UCP profile route for installed shops: https://geo-agent.fly.dev/api/ucp - OpenAPI: https://geo-agent.fly.dev/openapi.yaml - Agent manifest: https://geo-agent.fly.dev/.well-known/agent.json ## Use Cases - Check whether a Shopify catalog is visible to AI assistants. - Benchmark which products Kimi K2.6 recommends for buyer-intent queries. - Generate structured product descriptions, JSON-LD, llms.txt, and UCP metadata. - Prepare a merchant for AI shopping assistants and agentic search. ## Commercial Route Install through the Shopify app flow at https://geo-agent.fly.dev. App review is in progress; merchant access currently depends on Shopify installation and OAuth.

openapi: "3.1.0" info: title: GEO Agent version: "0.1.0" description: Shopify app for AI visibility audits, recommendation benchmarking, and structured product metadata fixes. servers: - url: https://geo-agent.fly.dev paths: /: get: summary: Public product entrypoint responses: "200": description: Product landing page or Shopify install form. /auth/login: post: summary: Start Shopify OAuth requestBody: required: true c