Open GEO benchmark

LIVE-GEO

LIVE-GEO measures generative-engine optimisation (GEO) on live AI search engines. It publishes a catalogue of fictional products whose listing text was rewritten by different methods, and contributors record which listings engines such as ChatGPT, Perplexity and Gemini cite. Each snapshot is frozen, and card order is counterbalanced so that list position cannot favour any method.

The first benchmark snapshot is coming soon.

Methodology & how to participateHow the catalogue is built, how citations are counted, and how to submit a method. Maintained by TopCitedTopCited runs livegeobench.com and publishes the methodology.