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AI Agent Readiness Scanner

Launching today

Is your website ready for AI agents? Find out now.

3 followers

Is your website ready for AI agents? Find out now.

3 followers

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AI agents are becoming the next wave of visitors to your website. But can they actually discover, understand, and interact with your content? The AI Agent Readiness Scanner checks your website across 4 key categories: Content Discoverability, AI Agent Tools(WebMCP), Content Quality and Technical Readiness. Just enter your URL and get an instant score with specific recommendations on what to improve. Share your results and challenge your competitors to see who is more AI-ready.

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Launch tags:SEO•Developer Tools•Artificial Intelligence

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PinMe — Publish Sites in Seconds. Tamper-proof by design.

Publish Sites in Seconds. Tamper-proof by design.

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SiteSpeakAI

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Hey Product Hunt! We built the AI Agent Readiness Scanner because we noticed something happening right now that most website owners are not paying attention to: AI agents are starting to visit, read, and interact with websites on behalf of users. Think about it. Tools like ChatGPT, Claude, OpenClaw and Perplexity are already browsing the web for users. Browser-based AI agents are booking flights, comparing products, and filling out forms. MCP servers are connecting AI to real-world services. And new standards like WebMCP and llms.txt are emerging to help AI agents understand and interact with websites programmatically. The problem? Most websites were built for human visitors only. They have no llms.txt file, no MCP endpoint, no WebMCP tools registered, and their content is locked behind client-side JavaScript that AI crawlers cannot parse. We wanted to make it dead simple to find out where your site stands. Enter your URL, get a score across 4 categories, and get actionable recommendations on exactly what to fix. Some of the things we check for: - llms.txt and sitemap.xml presence - Whether robots.txt blocks AI crawlers (GPTBot, ClaudeBot, etc.) - WebMCP tool registration - MCP endpoint availability - JSON-LD structured data - Semantic heading structure and content depth - Server-side rendering and response time From the sites we have scanned so far, the average score is surprisingly low. Most websites are simply not ready for what is coming. Would love to hear your score and what you think. Drop your URL in the comments and we will check it out!

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10h ago

@hermanschutte
Hi Herman 👋

I just tried the AI Agent Readiness Scanner — really smart timing on this. The shift toward AI agents as active web visitors is happening fast, and most site owners aren’t thinking about llms.txt, MCP endpoints, or crawler access yet.

One thing I noticed: while the scoring is helpful, the impact of each category could be surfaced more clearly — for example, highlighting which issues are “critical blockers” vs “nice to improve” might make the recommendations feel even more actionable.

I’d be happy to put together a mini-audit with 3 focused suggestions from a UX + positioning perspective — would you like me to send it over?

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6h ago