The journal

Insights

Field notes on Google Ads, measurement and AI-assisted marketing systems — written from real accounts, not theory.

AI Visibility

Buying AI Citations Can Become Search Spam

This GEO risk guide explains why buying AI citations can create search spam risk, how to separate manual-action fear from real policy concerns, and which safer alternatives to use instead.