Playbook
llms.txt for AI discovery for AI-first companies
A practical playbook for AI product marketers to improve llms.txt—with checks, fixes, and measurement.
Why llms.txt matters in AI-first software
AI product marketers cannot win AI shortlists on content alone if llms.txt is broken. llms.txt is a root-level orientation file that summarizes your product, key URLs, and citation preferences for AI systems—without replacing crawlable pages.
In AI-first software, common blockers include: Case studies lack citable facts; SPA marketing site returns empty HTML; Training archives never saw the domain. Open-source alternatives and community docs can crowd out commercial brands that hide details behind demos.
What to check
- /llms.txt present at the site root with an accurate product summary
- Optional /llms-full.txt for longer documentation
- Links to pricing, docs, and canonical product pages
- Consistency between llms.txt claims and live page content
AI-first software-specific page priorities
- Product overview — ensure this URL is crawlable HTML with facts assistants can quote when answering “best AI-first platforms for teams evaluating options”
- Security / trust — ensure this URL is crawlable HTML with facts assistants can quote when answering “best AI-first platforms for teams evaluating options”
- Comparison pages — ensure this URL is crawlable HTML with facts assistants can quote when answering “best AI-first platforms for teams evaluating options”
Fix guidance
Ship a truthful llms.txt, keep it updated after launches, and still maintain crawlable HTML for every URL you list.
Deep dive: llms.txt for AI discovery. Industry hub: AI visibility for AI-first companies.
Measure with BatSignal
- Run a Visibility Scan on your AI-first software site
- Inspect the pillar tied to llms.txt
- Ship the prioritized fixes and copy-paste deliverables
- Re-verify within 30 days to confirm movement
Related
- AI-first software hub
- crawl access for AI-first software
- content readiness for AI-first software
- ChatGPT citations for AI-first software
- robots.txt AI policy for AI-first software
- llms.txt for AI discovery
- All industries
FAQ
What is llms.txt for AI-first companies?
llms.txt is a root-level orientation file that summarizes your product, key URLs, and citation preferences for AI systems—without replacing crawlable pages. For AI-first software, this shows up when buyers ask “best AI-first platforms for teams evaluating options” and when AI crawlers attempt to fetch your commercial pages.
How do we improve llms.txt?
Ship a truthful llms.txt, keep it updated after launches, and still maintain crawlable HTML for every URL you list. Industry-specific must-have pages include Product overview, Security / trust, Comparison pages.
How does BatSignal score this?
Content readiness / discovery signals. See the [methodology](/methodology) and related guide: /guides/llms-txt.