The GEO Measurement Vendor Landscape Is a Mess: A Buyer's Guide for 2026

Eighteen vendors all claim to track AI engine visibility in 2026. Their methodologies differ enough that cross-vendor numbers don't compare. Here is how to actually evaluate them.

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