How Do You Track Whether a Brand Shows Up in AI Answers?

Nathan Gotch says you track whether a brand shows up in AI answers by running prompts across one commercial category and reading the gaps, not by trying to win a single made-up prompt.

The measurement is whether the brand is mentioned for commercial queries across AI platforms. A plastic surgeon in New York City is the seed he builds prompts from. Ahrefs tracks 300 to 400 million prompts and their outputs every month across six or seven language models, and those prompts are synthetic, so it is unknown whether anyone types them. He does not chase one invented prompt. For liposuction he ran about 25 prompts, including granular ones such as banana roll, and looked at total coverage across the AI platforms. When the same surgeon is recommended first on every prompt, that is the competitor to go study. Prompt tracking is intelligence, not the old keyword tracker.

SmashNotes wrote this summary.