The Micro-Macro Shift: How to Measure AI Visibility Now That Precision Is Gone
The Micro-Macro Shift: How to Measure AI Visibility Now That Precision Is Gone Published on Search Engine Land May 27, 2026 by Jason Barnard AI visibility is now a macro measurement problem. Here’s how to build a defensible framework for tracking recommendation trends. The funnel query pathway (FQP), the cohort-with-intent tree you populate from the conversion node upward, is the…