Insights

Thinking out loud.

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

How advertising inside ChatGPT actually works

— Ads now appear inside ChatGPT, chosen by relevance to the conversation rather than keywords alone. Here is how the channel selects, prices and measures them, and how to make it perform.

Performance Marketing |AI Search Visibility ·9 min read

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 ·6 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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