Practical GEO and AEO guidance for promoting websites, products, and content in AI search results and assistant recommendations: which methods work, which do not, and what to test next.
This monthly report asks each included AI system how it evaluates promotion and optimization methods: what it prioritizes, what it considers useful, and what it does not appear to value when selecting sources and recommendations.
The report is designed to separate what AI systems say about visibility from what their observed behavior later confirms. Its scope grows over time: more AI systems, more promotion methods, and more website, product, and content parameters.
For teams competing in AI search. Each edition turns direct AI answers and later checks into practical priorities for improving pages, product information, content, and supporting visibility signals. It is guidance for testing and implementation, not a guarantee of a specific ranking or recommendation.
We ask every included AI system the same questions about promotion and optimization techniques. The answers show whether a system gives a method priority, considers it useful, or recommends a different approach for websites, products, and content.
A separate verification layer compares an AI’s stated priorities with how it actually indexes, retrieves, and uses information. That evidence takes time to collect, so the verification appears in later editions rather than pretending to be immediate proof.
Use the findings to decide what to test next in your site structure, product data, landing pages, articles, and supporting content—and where competitors may be gaining an AI visibility advantage.