Generative Engine Optimization: Why GEO Fails Without Signal Architecture
Generative engine optimization (GEO) has a diagnosis problem.The tactics are right. The frame underneath them is wrong.
-
-
AI Copilot Tools and the Enterprise Buying Process That Changed
The buying process didn’t slow down. It moved somewhere you can’t see. AI copilots are running early-stage research, building shortlists, and drafting internal recommendations — none of which shows up in your pipeline.
-
What Intent Data Misses: The Upstream Gap Your Tools Can’t See
What intent data misses isn’t a tool gap – it’s a sequencing problem. Here’s the upstream signal your tools can’t reach, and what to do about it.
