A documented prompt set
The questions your buyers ask, written in their wording, agreed with you and frozen so every later reading is comparable to this one.
BACKTIER
The offer
AI Visibility Baseline
A written measurement of how AI systems currently identify, retrieve, cite, and describe your brand — and an honest recommendation about whether implementation work is warranted.
What you receive
Testing across named platforms
ChatGPT, Google AI Overviews, Gemini, Claude, and Perplexity, run repeatedly and reported separately rather than averaged into one score.
Brand representation and accuracy findings
Whether the system identifies the correct organization, and whether what it says about you is current, correct, and complete.
Competitor citation comparison
Which other organizations are named on the same prompts, and what evidence appears to be supporting those answers.
Retrieval and source analysis
Which of your pages can be fetched, parsed, and quoted, which third-party sources are being used instead, and where the gaps are.
A prioritized remediation roadmap
The issues in the order they are worth fixing, with the constraint each one addresses.
A clear recommendation on whether to proceed
Including the case for doing nothing. If the findings do not justify an implementation engagement, the report says so.
Common questions
Is this a free audit?
No. A baseline is a written deliverable produced from real testing, and it is a paid engagement. A sales call is a sales call, and we do not describe one as an audit.
Can you guarantee we will be cited afterwards?
No. No provider can guarantee what an independent AI platform will cite or recommend. A baseline tells you where you stand and what is worth fixing; re-measurement tells you what changed.
How long does a baseline take?
It depends on the size of the prompt set and the number of platforms in scope. We agree the scope and the schedule in writing before starting, and the report states the exact measurement window it covers.
What happens after the report?
You can implement the roadmap yourself, have us implement it, or do nothing. If we implement, we re-run the original prompt set on a documented schedule and report improvements, regressions, and unchanged results.
To start, tell us your category and the questions your buyers ask. We will confirm scope, schedule, and price in writing before any testing begins.