SEOs Want GEO Data. They Distrust The Sellers. One Platform Showed Its Math.

A survey conducted over three weeks in July gathered 163 responses from professionals working on AI search visibility. Respondents value the data but refuse to fund the platforms producing it. One respondent argued that citation tracking is fundamentally different from rank tracking because answers change every time you ask, making it closer to a brand awareness signal than a diagnostic. An agency subscriber said that when they pressed platforms to show their methodology, exactly one pulled back the curtain.

This reveals the black box trust problem. The mechanism is observational opacity. When a platform measures a system that generates different answers per query, the platform cannot reverse-engineer what is working. Without transparent methodology, the data is anecdote dressed up as analytics. Trust requires showing the math.

The survey was run by a Search Engine Journal contributor over three weeks in July, collecting 163 responses. Respondents included an agency managing 50-plus clients and a paying subscriber at an agency who tested platform transparency.