See where you stand against competitors
Before you change anything, it is worth knowing which competitor the model reaches for first, and what it credits them with.
“Who does AI recommend in our category, and why them”
Teams usually discover their AI visibility problem anecdotally: someone asks ChatGPT a question and a competitor comes back. That is a data point, not a picture. Without a repeatable measurement you cannot tell whether you are absent everywhere or only on the questions that matter most, and you cannot tell whether anything you change actually works.
What the engagement involves
- Score your brand across the five dimensions the audit measures: content structure, answer density, trust signal visibility, technical accessibility, and external authority.
- Run the same test against the competitors your buyers actually compare you to.
- Separate the gaps that are cheap to close from the ones that need real authority building.
- Set the baseline you will measure every future change against.
Find out where you stand
When a buyer asks an assistant who to work with, it names two or three companies and moves on. The audit puts the questions your buyers actually ask to all five AI platforms, scores you on the five things a model weighs before it cites anyone, and shows you which competitor is named in your place. You get the gap and the order to close it in, five business days from briefing.