Manas DasguptaFounder & Lead Engineer
The eight KPIs worth tracking for AI search visibility, and the sampling arithmetic almost nobody publishes: how many runs per prompt you need before a number means anything.
Read moreManas DasguptaFounder & Lead Engineer
AEO, GEO, AIO and LLM SEO explained with definitions, examples and a comparison table. Here is what actually differs, and what marketers should act on.
Read moreManas DasguptaFounder & Lead Engineer
We ran our own agent readiness audit on our domain and scored 23 out of 37. Every failure named, including the embarrassing ones, and what we fixed.
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