Also known as: llms.txt Checker, llms.txt Audit Tool
Free tool to validate your llms.txt file against the emerging llmstxt.org specification. Analyzes structure, content sections, links, entity definitions, and use policy.
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/tools/llms-txt-validator10 Free AI Visibility Tools to Test Your Site (2026)
Check how ChatGPT, Perplexity, and Claude see your website. 10 free tools: bot access checker, robots.txt analyzer, citation tracker, Reddit monitor, YouTube monitor, llms.txt validator, llms.txt generator, AI readiness scorer, AEO page auditor, and answer engine citation tester.
Feb 27, 2026
How We Built a Knowledge Graph That LLMs Actually Cite (With Real Data)
We built a cross-site knowledge graph connecting two domains via JSON-LD entity linking. Here is the architecture, the code patterns, and the real analytics from the first week.
Feb 25, 2026
How to Get Cited by ChatGPT, Perplexity, Claude & Gemini (2026)
We followed the Princeton GEO study and got cited by ChatGPT, Perplexity, and Claude within weeks. Here are the 7 exact steps, with before/after data.
Feb 17, 2026
Your llms.txt Is Already Stale. Here's How to Fix It.
Static llms.txt files go stale the moment you publish new content. This guide covers what llms.txt actually does, why 844K sites got it wrong, and how to build a dynamic version in Next.js.
Feb 17, 2026
Why is not ChatGPT citing my B2B SaaS?
ChatGPT cites sites it treats as authoritative for a query. Most B2B SaaS sites lack three specific signals: structured data declaring entity identity, an llms.txt file, and citations from domains ChatGPT already trusts.
What is llms.txt and do I need it?
llms.txt is an emerging markdown spec that tells AI engines what your site is about, what content they should prioritize, and how to use it. It sits at /llms.txt. If your buyers research vendors via ChatGPT, Claude, Perplexity, or Gemini, yes — you need it.
Schema.org vs llms.txt: which AI search signal matters most?
Both matter and they do different jobs. Schema.org JSON-LD identifies your entities (Organization, Product, Person) per-page for machine parsing. llms.txt is a site-level declaration of what your site is about, what content to prioritize, and how AI engines should use it. Ship both.
Why is my AI Readiness score low?
AI Readiness scores under 60 usually indicate a critical gap in one of five categories: bot discoverability, structured data, LLM communication (llms.txt), content accessibility, or cross-signal readiness. The category breakdown in your Radar audit identifies which one is dragging the unified score down.
Want to implement llms.txt validator in your product?
Talk to our teamOur most-cited deep dives on AI search visibility, plus what we shipped this month.
When AI engines link your brand to the wrong same-named entity, you still get cited, but the citation points at someone else. Here is how brand disambiguation fails and how to fix it.
Reddit is the most-cited source in AI answers. The Reddit Brand Monitor finds what is said about your brand there, scores it, and flags AI-generated seeded posts.
The YouTube Brand Monitor tracks what is said about your brand on YouTube, scores it on five dimensions, and reads the actual transcripts so you see the coverage AI already hears.