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Thinking out loud.

What we’re learning across crisis, performance marketing, digital advocacy and reputation — and how digital keeps changing the work.

Who fixes wrong AI answers about your company?

ORM firms, GEO specialists, law firms or DIY? A practical map of who actually corrects what ChatGPT, Gemini and AI Overviews say about a company.

Reputation Management |AI Search Visibility ·5 min read

How to Measure AI Search Visibility: Metrics, Tools and Method (GEO)

There is no ranking to check, so you measure AI visibility by observation. The four metrics that matter, how to build a baseline, and manual vs tool-based tracking across ChatGPT, Gemini, Perplexity and Google's AI Overviews.

AI Search Visibility ·6 min read

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