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AI mentions, citations and recommendations: how to read GEO performance
Mentions, citations, recommendations and competitor share explained, with a worked example to help B2B exporters separate visibility from business results.
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How brands get mentioned, cited and recommended in ChatGPT, Gemini, Perplexity and Google AI answers: methods, data and field tests.

Latest
Mentions, citations, recommendations and competitor share explained, with a worked example to help B2B exporters separate visibility from business results.

Treat GEO and AEO as a strategic upgrade: use buyer questions, AI answers and source evidence to reprioritize SEO, content and sales work.

How overseas buyers find suppliers through AI, what mentions, citations and recommendations mean, and how donguri monitors, diagnoses, fixes and verifies.

We ran 14,598 AI queries in Taiwan. Each of five engines cites different sources, and B2B flips B2C: vendor-site citations on ChatGPT range from 19.0% to 96.1%.