# 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.