AnswerRange measures who AI assistants recommend

Field notes

The service constructs visibility measurements from customer-language questions asked across multiple AI platforms and markets, then reports citations alongside uncertainty intervals. Its example uses 168 answers and compares a retailer with a named competitor, while the published audit records 4,320 observations across five platforms and six languages. The site links open datasets and distinguishes the later-added Google AI Mode from the four-platform study, rather than merging results into a larger claim.