Case studies

The work behind the visibility numbers

Every study here runs on the same weekly reports the product ships: fixed prompts, six AI engines, one score per market.

Automotive · Fort Worth, TX

Owings Auto

141 days · 6 AI engines

Owings Auto runs two lots fourteen miles apart. Assistants recommended one of them constantly and the other almost never. The weekly reports showed why, and in 141 days the weaker market passed the home one.

Fort Worth AI visibility: 13.3% 54.2%
Rank in the local field: #12 of 247 #2
Answers naming Owings: 16 of 120 65 of 120

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