LLM Scan · AI · 2026

LLM Scan

Weekly AI visibility tracking: see whether ChatGPT, Perplexity and Google AI Overviews recommend your brand, with 3 things to fix every week.

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LLM Scan

LLM Scan tracks every week how AI assistants talk about a brand. It asks ChatGPT and Perplexity the questions customers ask, checks Google rankings and AI Overview citations for the keywords that matter, compares the brand with its competitors, and emails a report with prompts won and lost, mention rate and position, share of voice, the sources AI trusts and the 3 things to fix next. Agencies track up to five client domains with white-label reports, and Enterprise adds Gemini and Claude. It all starts with a free technical scan that checks whether ChatGPT, Claude, Perplexity and the new wave of AI agents can actually read and understand a website. Paste a URL and in under a minute it fetches the homepage, robots.txt, llms.txt and sitemap in parallel, then scores the site out of 100 across eight signals: crawlability, robots.txt, llms.txt, sitemap.xml, Markdown support, semantic HTML, structured data and Content-Signal directives. Every issue comes with a plain-English explanation and a copy-paste fix, and each scan produces a shareable public report. The scan is free and needs no signup; paid plans with the weekly report start at $19/month with a 14-day free trial.