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Guide

llms.txt: practical guide for AI citability

A machine-readable root file that explains brand, topics, and preferred pages to AI models and crawlers. · Aggiornato July 27, 2026 · Autore Engineering Factory · Chi siamo

Why it matters

llms.txt reduces entity ambiguity: it tells who you are, what you offer, and which URLs to cite. In Centropic, the presence and quality of the file feed AIO/GEO scores (Measured probe).

Answer engines and AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) use public signals; a clear llms.txt is a citation anchor alongside Schema.org and permissive robots.

Useful sections

  • Site / Summary / Key topics with canonical brand and domain
  • Preferred citation (brand + expanded acronyms: AIO, GEO)
  • Important pages with absolute https URLs
  • Disambiguation (what you are not: GIS, generic All-in-One)
  • Contact and owner / parent organization

How Centropic helps

Every analysis generates a draft llms.txt in the single HTML pack. Publish it at root (https://yourdomain/llms.txt) and re-analyze: the finding turns “available” once the probe finds it.

Live example: Centropic's own llms.txt is at centropic.ai/llms.txt, with preferred citation and a link to the methodology.

Quick checklist

  • One single primary brand (avoid ghost names)
  • Canonical https URLs, no tracking queries
  • Align llms.txt with the JSON-LD Organization and the homepage
  • Update the date whenever you change your offer or positioning

See also Schema AI and the methodology.

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Signal Intelligence for AIO and GEO. Order in signals, citability in AI responses. A product by Engineering Factory.

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