Agentprobe
** — Free agentic commerce readiness scorer. Probes any seller URL across 13 signals (llms.txt, OpenAPI spec, MCP endpoint, catalog/quote/checkout APIs, payment rails, fulfillment proof) and returns a 0–110 score. Tells AI shopping agents which storefronts they can actually transact with. CERTIFIED badge available.
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What is Agentprobe?
Agentprobe is a website checker for agentic commerce readiness. It evaluates whether an AI agent can discover, quote, and complete a purchase on a seller’s site, then assigns a readiness score and certification tier.
The site frames the product as a practical probe for measuring how legible a store is to agents. It looks for signals like product and catalog structure, quote and checkout flows, payment support, fulfillment proof, and whether the site makes unsupported claims.
It uses 13 probes covering artifacts and APIs such as llms.txt, OpenAPI, ai-plugin.json, MCP, commerce.json, catalog API, quote API, checkout API, payment rails, refund/contact, unsupported rails, no fake claims, and fulfillment proof.
The intended audience is sellers and commerce teams who want to know whether their storefront can be understood and transacted with by AI agents. The homepage also highlights a public registry of top certified sites, which suggests the tool is useful for benchmarking and comparison as well as internal readiness checks.
Agentprobe pricing
Pricing model: Freemium
The website does not show any pricing, free tier, or paid plan information on the homepage. It presents the service as a public readiness checker with a visible registry of certified sites, but no subscription, usage limit, or included-plan details are listed there.
Agentprobe pros
- Checks agentic commerce readiness directly
- Focuses on buy-flow completion
- Scores sites with a clear rubric
- Provides four readiness tiers
- Highlights fully certified sites
- Evaluates discoverability signals
- Covers quote and checkout paths
- Includes payment rail detection
- Checks refund and contact options
- Looks for fulfillment proof
- Flags unsupported rail claims
- Detects fake or misleading claims
- Uses a structured 13-probe model
- Useful for seller benchmarking
- Helpful for agent-facing storefront audits
- Easy to compare sites in a registry
Agentprobe cons
- Narrowly focused on commerce sites
- Not a general website audit tool
- Appears tailored to seller URLs only
- No pricing information shown on homepage
- No obvious API documentation on the page
- No visible export/download controls
- No customization controls shown on homepage
- Does not explain probe weighting in detail
Frequently asked questions about Agentprobe
What does Agentprobe test?
Agentprobe tests whether a seller URL is ready for agentic commerce. It checks if an AI agent can discover the site, understand what is being sold, obtain a quote, and complete a purchase flow.
How does Agentprobe score a site?
Agentprobe uses a readiness score with four tiers: CERTIFIED at 85/95 and above, AGENT_READY from 70 to 84, PARTIAL from 40 to 69, and NOT_READY below 40. The score is meant to show how legible and transactable the site is for agents.
What probes are included?
The homepage lists 13 probes: llms.txt, OpenAPI, ai-plugin.json, MCP, commerce.json, catalog API, quote API, checkout API, payment rails, refund/contact, unsupported rails, no fake claims, and fulfillment proof.
Who is Agentprobe for?
It is aimed at sellers, commerce operators, and teams that want to know whether their storefront can be understood and used by AI agents. It is also useful for benchmarking against other agent-ready sites in the registry.
What does CERTIFIED mean?
CERTIFIED means a site scores 85 out of 95 or higher and is considered fully agent-legible. The homepage positions this as the highest readiness tier.
What does AGENT_READY mean?
AGENT_READY means a site scores between 70 and 84. Sites in this band can be transacted with by agents, but they still need guidance.
What does PARTIAL mean?
PARTIAL means a site scores between 40 and 69. The site may be discoverable by agents, but it is not yet fully transactable.
What does NOT_READY mean?
NOT_READY means the site scores below 40. In this state, the site is considered opaque to agents and not ready for agentic commerce.
Does Agentprobe show example certified sites?
Yes. The homepage includes a registry of top certified sites with scores, including several sites marked CERTIFIED at 110 out of 110. This makes it possible to compare readiness across sites.
Is pricing listed on the website?
No pricing is shown on the homepage. There is no visible free tier, paid plan, or included feature breakdown listed on the page.