Blog
Research, methods and practical observations about how companies become easier for AI systems to understand, cite and recommend.
A practical AEO playbook for Google's new AI Search controls and reporting, combining Search Console signals, Bing AI Performance, and citation-absorption research.
A practical AEO measurement framework built around Bing AI Performance, Google's latest AI Search updates, ChatGPT shopping research, and citation-quality audits.
A practical playbook for turning your website, brand facts and external proof into evidence that ChatGPT, Gemini, Copilot, Perplexity and AI search systems can use.
We are testing AEO on a real local business and documenting the process from technical crawl access to entity signals and external sources.
AI answers are shaped by the sources that models can retrieve, trust and synthesize. Here is what that means for company visibility.
Traditional SEO still matters, but generative engine optimization changes the unit of visibility from ranking pages to being understood, cited and recommended.
One prompt is not a KPI. AI visibility should be tracked with repeated samples, prompt portfolios, source maps and competitor context.