Prompt and Answer

One tracked Prompt sent to a Platform, and the Answer it gave.

1. A user askedHow-to

   how do I compare my AI visibility against competitors

2. ChatGPT answered

   Compare the same prompt set across brands on the same platform — Northstar (the brand being measured) and Lumen (competitor) both report that way [1]. Share of voice across the same answers is the cleanest comparison [2].

   Citations

   1. Share of Voice: A Practical Definition (opens in a new tab)

      Marketing Metrics Review

   2. Average Position: Reading AI Answer Order (opens in a new tab)

      Model Notes

   Simulated data. These sources come from the Snapshot's fixture: the publications are fictional and sit on reserved example domains. Nothing here was fetched from a live platform.