The proliferation of acronyms such as AEO, GEO, AIO, LLMO, and AI SEO describes the same underlying practice of optimizing content for AI-driven answer engines, differing mainly in branding rather tha…
Canonry's research, led by researcher Alejo Garcia, found that Claude appends the current year to web search queries for commercial and 'best X' comparisons, such as turning 'best CRM for startups' in…
Canonry, a self-hosted analytics tool, has built a traffic classifier that separates AI crawlers from user-triggered fetches in server logs, addressing the lack of a reliable self-hosted solution. Dur…
A developer built Awesome Open GEO, a curated list of 62 open-source tools for Generative Engine Optimization (GEO), requiring all entries to be free to run and OSI-licensed. The list excludes popular…
Canonry has released an open-source, self-hosted AI engine optimization (AEO) operating platform that tracks citations across Gemini, ChatGPT, Claude, Perplexity, and local LLMs, and includes tools fo…