Fabric enriches product catalogs for AI shopping tools and tracks whether brands appear in answers from services such as ChatGPT and Gemini.
Agentprobe
Agentprobe tests whether seller websites support agent-driven product discovery, quotes, and purchases.
About Agentprobe
Agentprobe tests a seller URL for agentic commerce readiness, checking whether an AI agent can discover products, request a quote, and complete a purchase. It runs 13 probes covering files such as llms.txt and commerce.json, catalog, quote and checkout APIs, payment rails, refund and contact information, and fulfillment evidence.
Results are grouped into four tiers — CERTIFIED, AGENT_READY, PARTIAL, and NOT_READY — indicating whether a site is transactable or only discoverable. The site also lists certified sites in a registry.
Key features
- Tests seller URLs for agent-driven discovery, quotes, and purchases
- Checks llms.txt, OpenAPI, ai-plugin.json, MCP, and commerce.json
- Checks catalog, quote, and checkout APIs
- Checks payment rails, refund/contact info, and fulfillment proof
- Flags unsupported rails and fake claims
- Lists certified sites in a registry
Best for: Sellers and developers checking whether websites support agent-driven product discovery and purchasing.
Good for
- Covers 13 specific technical and commerce checks
- Distinguishes discoverable sites from transactable sites
- Provides scores with defined readiness tiers
Agentprobe at a glance
- Website
- agentprobe.fly.dev
- Category
- AI & Machine Learning › AI Business Tools
- Type
- Website
- Pricing
- Not confirmed. Check the site
- Platforms
- Web
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
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