Answer engine optimization

llms.txt is a hedge, not a ranking lever

CommentHunter publishes a curated /llms.txt (llmstxt.org) so coding agents and assistants can find docs, APIs, and buy-intent pages. Independent research suggests major chatbots often skip the file. Treat it as brand clarity + agent docs — invest more in crawlable HTML, robots access, and citations.

What we ship

• llms.txt — curated greatest hits (Product, Docs, Buy-intent, Optional)
• llms-full.txt — expanded API / operations reference
• robots.txt — Allow for GPTBot, OAI-SearchBot, ClaudeBot, Google-Extended
• sitemap.xml — full URL inventory for search engines
• Markdown mirrors (.md) for docs and programmatic SEO pages
• Static HTML shells so key pages have H1 text without running React

Checklist that actually matters

1. Do not block AI crawlers in robots.txt or at the CDN.
2. Money and guide pages must expose headings in raw HTML (no empty #root only).
3. Keep llms.txt short; link to markdown, not the entire sitemap.
4. Redirect AI-hallucinated paths to canonical exporters.
5. Validate: open /llms.txt and confirm Content-Type: text/plain and H1 # CommentHunter.

Live files

https://commenthunter.click/llms.txt
https://commenthunter.click/llms-full.txt
https://commenthunter.click/robots.txt
https://commenthunter.click/openapi.json

Transcript pack (internal): docs/transcripts/aeo-llms-txt-videos.md