
Google Says You Don't Need llms.txt. Here's the Catch.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
Also known as: Reddit LLM Seeding Detector, Reddit Mention Tracker
Free tool to find what people say about your brand on Reddit. Discovers real posts via Google search, detects AI-generated promotional content, and analyzes sentiment.
Canonical resource
/tools/reddit-brand-monitor10 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 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
How to Build a Brand That AI Search Engines Cite
5 branding strategies optimized for ChatGPT, Perplexity, and AI Overviews. Build a brand AI search engines actually cite and recommend.
Feb 13, 2026
Want to implement reddit brand monitor in your product?
Talk to our teamOur most-cited deep dives on AI search visibility, plus what we shipped this month.

Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.

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.