Reading an AI Visibility Report: What Matters, What's Noise, What to Ignore
A BrandGEO audit or Monitor report contains more data than any one person can reasonably act on weekly: composite score, six dimensions, five providers per dimension, key findings per provider, per-section confidence scores, competitive comparisons, historical trends. Fifty-plus data points. The skill of reading the report is not absorbing everything — it is knowing which handful of signals matter this week, which are background context, and which can be safely ignored until a specific question arises. This post is the triage framework.