How AI Models and Search Engines Use Your Website Data for Training Their Models

Nitin KumarNitin Kumar
4 min read

If you’ve ever wondered how Google, Bing, ChatGPT, or any AI bot knows what to read (and what not to read) from your website, the answer lies in a few simple text files.

These files act like rules, maps, or guides for search engines and AI crawlers. Don’t worry if this sounds too technical — I’ll explain everything step by step with super simple examples.

Let’s dive in! 🏊‍♂️


To do this task we need some txt files to give instructions such as: robots.txt, llms.txt, llms-full.txt, and ai.txt in Simple English.

1. Why do we need these files?

  • Websites are like houses.

  • Visitors are humans, and bots or (Googlebot, GPTBot, ClaudeBot, etc.) are automated guests or also known as crawlers.

  • As a site owner, you want control over:

    • Who can enter your house.

    • What they can look at.

    • What they can take away.

Earlier we had robots.txt (for search engines).
Now, because of AI, new standards like llms.txt, llms-full.txt, and ai.txt are being created.


2. robots.txt (Old System – Search Engines)

  • A file that tells search engine crawlers what they can or cannot crawl.

  • Limitation:

    • AI bots can ignore it.

    • It cannot say: “Index this, but don’t train on this.”

Example robots.txt

# robots.txt for example.com

User-agent: *
Disallow: /drafts/      # Don’t allow bots in this folder
Allow: /                # Everything else is fine

Sitemap: https://example.com/sitemap.xml

👉 Meaning: Search engines can crawl everything except /drafts.


3. llms.txt (AI Guidance – Short Version)

  • Proposed in 2024.

  • A short guidebook for AI bots (Large Language Models).

  • Tells AI:

    • What the site is about.

    • Important pages.

    • Basic rules for AI.

Example llms.txt

# llms.txt for example.com

site_name: Example Photography
site_purpose: Tutorials, reviews, and a photo gallery.

important_pages:
  - https://example.com/tutorials
  - https://example.com/reviews
  - https://example.com/gallery

guidelines_for_ai:
  - Summarize tutorials correctly.
  - Do not use /drafts or /private.
  - Always give credit if citing this website.

👉 Meaning: A small note for AI about your site and your rules.


4. llms-full.txt (AI Guidance – Detailed Version)

  • The bigger version of llms.txt.

  • Provides a structured map of your whole site.

  • Helps AI understand not just the purpose, but also tone, sections, and usage rules.

Example llms-full.txt

# llms-full.txt for example.com

## Site Overview
This website teaches photography, reviews gear, and showcases photo galleries.

---

## Tutorials Section
URL: https://example.com/tutorials
Content: Step-by-step guides on manual mode, lighting, and editing.
Audience: Beginners and hobby photographers.

---

## Reviews Section
URL: https://example.com/reviews
Content: In-depth reviews of cameras, lenses, and tripods.
Tone: Honest, unbiased, practical for readers.

---

## Gallery Section
URL: https://example.com/gallery
Content: Portraits, landscapes, and street photography.
Usage: View only – do not scrape or copy high-resolution images.

---

## Restricted Areas
- /drafts
- /private
Please do not crawl or use these.

---

## Contact & License
Contact: admin@example.com  
License: © Example Photography 2025. Personal reference allowed, commercial training not allowed.

👉 Meaning: A manual for AI so it knows how to handle each part of your site.


5. ai.txt (AI Transparency File)

  • Another standard that some companies are experimenting with.

  • Purpose: Provide transparency about AI usage on your site.

  • It can mention:

    • Which AI services you allow.

    • Your licensing terms.

    • Who to contact about AI and data usage.

Example ai.txt

# ai.txt for example.com

site_name: Example Photography
ai_policy: 
  - Content may be used by AI for summarization only.
  - Training use is not allowed.
  - High-resolution images are strictly protected.

allowed_ai_services:
  - GPTBot
  - ClaudeBot
blocked_ai_services:
  - Unknown bots without identification

contact: admin@example.com
license: © Example Photography 2025

👉 Meaning: This is a policy file — like your website saying “AI can do this, but cannot do that.”


6. Quick Comparison

Image Credit: https://originality.ai/blog/llms-txt-tracking-study

FileAudiencePurposeDetail Level
robots.txtSearch enginesAllow/block crawlingSimple
llms.txtAI bots (LLMs)Short guidance (purpose, key pages, rules)Medium
llms-full.txtAI bots (LLMs)Structured map of whole siteDetailed
ai.txtAI companies + publicTransparency about AI usage policiesPolicy-focused

7. Current Reality

  • Adoption of llms.txt, llms-full.txt, and ai.txt is still very low.

  • AI bots may choose to ignore these files.

  • But they are an early step toward giving website owners more control.


✅ Final Takeaway

  • robots.txt = Old rulebook for search engines.

  • llms.txt = Short note for AI.

  • llms-full.txt = Big manual for AI.

  • ai.txt = Policy and transparency document for AI usage.

👉 In the future, if these become widely accepted, website owners will finally have a voice in how AI uses their content.


Credits: Explained with examples inspired by: Aleyda Solis’ AI Files Guide.


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Written by

Nitin Kumar
Nitin Kumar