Agentprobe

Categories: Business & Sales, Automation / Agents, E-commerce | Pricing: From $97/month | Official Website ↗

Agentprobe tests any seller URL to determine its readiness for agentic commerce, assessing if an AI agent can discover, quote, and complete a purchase.

Agentprobe is a tool designed to evaluate the 'agentic commerce readiness' of e-commerce websites. It assesses whether an AI agent can effectively interact with a seller's online presence, from product discovery and quoting to completing a purchase. The platform runs a series of 13 specific probes to generate a readiness score. The probes cover various aspects, including the presence of AI-friendly files like llms.txt, OpenAPI specifications, and ai-plugin.json, as well as commerce-specific APIs for catalog, quote, and checkout. It also checks for payment rails, refund/contact mechanisms, and fulfillment proof. Based on the scores, sites are categorized as CERTIFIED, AGENT_READY, PARTIAL, or NOT_READY, indicating their level of legibility and transactability for AI agents.

Key Features

Test seller URLs for agentic commerce readiness
13 specific probes (llms.txt, OpenAPI, ai-plugin.json, commerce.json, catalog API, quote API, checkout API, payment rails, refund/contact, unsupported rails, no fake claims, fulfillment proof)
Readiness scoring (CERTIFIED, AGENT_READY, PARTIAL, NOT_READY)
Registry of certified sites
API access

Pros

Provides a clear score for agentic commerce readiness
Uses a comprehensive set of 13 probes for evaluation
Identifies specific areas for improvement for AI agent interaction
Offers an API for programmatic testing
Maintains a public registry of certified sites

Cons

Pricing information is not available on the website
No explicit mention of a free plan or trial
Limited information on how to use the tool beyond entering a URL
Website content is very concise, lacking detailed explanations
Focuses solely on agentic commerce, not general website performance

Use Cases

Assessing an e-commerce site's compatibility with AI agents
Identifying technical gaps preventing AI agent transactions
Benchmarking agentic commerce readiness against other sites
Guiding development efforts for AI-friendly online stores

Best For

E-commerce businesses
Developers building AI agents for commerce
Online sellers looking to optimize for AI interaction
Businesses evaluating their digital storefront's AI readiness

Platforms: Web

Watch demo on YouTube ↗

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