Inspiration & Overview

As frontier generative search engines like Google AI Overviews, ChatGPT Search, Perplexity AI, and Claude became dominant information retrieval channels, traditional SEO metrics stopped correlating with LLM visibility.

To solve this, International AI SEO & Technical SEO Specialist Tanzid Al Tuhin engineered the AI Visibility Checker to analyze how frontier LLMs index, extract, and cite web pages in real-time.

What it Does

  • Server-Side Raw HTML Auditing: Ensures AI crawlers (GPTBot, ClaudeBot, PerplexityBot) can extract content without executing JavaScript.
  • Dynamic llms.txt Validation: Checks compliance with machine-readable llms.txt and llms-full.txt standards.
  • Deep JSON-LD Knowledge Graph Inspection: Analyzes entity disambiguation, author authority, and semantic schema.
  • AI Crawler Bot Access: Validates robots.txt permissions specifically for LLM search bots.

Live Resources & Case Studies

Built With

  • seo
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