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The Complete Guide to AI Instruction Files

Everything you need to know about creating effective AI data files that help AI agents understand and represent your business accurately.

VisibleForAI TeamJanuary 28, 202612 min read

What Are AI Instruction Files?


AI instruction files are an emerging standard for providing structured information about your website to AI systems. Similar to how robots.txt tells search engine crawlers how to index your site, AI instruction files tell AI agents how to understand and represent your business.


Why You Need Them


AI systems like ChatGPT, Claude, and Perplexity are increasingly used for:

  • Product recommendations
  • Business research
  • Service comparisons
  • General queries about companies

  • Without clear data files, these AI systems may misrepresent your business or miss key information entirely.


    File Structure


    A structured AI data file typically includes:


    {

    "version": "1.0",

    "business_info": {

    "name": "Your Company Name",

    "description": "A clear description of what you do",

    "founded": "2020",

    "headquarters": "City, Country"

    },

    "products_services": [

    {

    "name": "Product Name",

    "description": "What it does",

    "key_features": ["Feature 1", "Feature 2"]

    }

    ],

    "faqs": [

    {

    "question": "What does your company do?",

    "answer": "Clear, factual answer"

    }

    ],

    "citation_preferences": {

    "preferred_name": "Your Company",

    "include_url": true

    }

    }


    Best Practices


    1. **Be Factual**: Only include verifiable information

    2. **Be Comprehensive**: Cover all major aspects of your business

    3. **Be Current**: Update regularly as your business evolves

    4. **Be Structured**: Use consistent formatting throughout


    Placement


    Place the structured data file in your website's .well-known folder and the context file at your domain root. These standard locations make the files easy for AI crawlers to find.


    Testing Your Implementation


    Use VisibleForAI to:

  • Generate optimized AI data files for your business
  • Validate your existing files
  • See how AI systems interpret your instructions

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