geo-fundamentals

AI search engines like ChatGPT, Perplexity, and Claude select content to cite based on the presence of structured data, clear headings, author attribution, publication dates, and original statistics that make the information easily parsable and verifiable.

You can analyze your article's AI citation readiness by running the python-based geo_checker script on your project path to audit your content for key technical and structural elements that AI crawlers look for.

Yes, you can use this to check if your blog appears as a source in AI summaries by auditing your content for clear definitions, original data, and proper schema markup to ensure it meets the citation criteria of generative AI engines.

To run the content analysis script for AI search visibility, you need Python3 installed in your environment and your web content project files accessible locally so the geo_checker script can audit them for AI citation readiness.

The best way to increase citation rates on Perplexity and ChatGPT is to optimize your web pages by adding original statistics, clear definitions, and proper schema markup, making your content highly citable for AI-generated summaries.