Measuring AI search visibility is a nightmare because results are...

https://wiki-stock.win/index.php/What_is_Measurement_Drift_in_AI_Search_Reporting%3F

Measuring AI search visibility is a nightmare because results are non-deterministic and fluctuate wildly due to geo-variability. Standard scrapers can’t keep up, so top agencies are building custom stacks