See an independent audit preview.
Most people have never seen what an AI Visibility Audit contains. This is a structured preview of an independent audit: a seven-day, four-engine analysis of how AI describes a well-known global-hiring platform, anonymized here as Company X. It was run on a real company, using only public information, to demonstrate the methodology. It is not a client engagement.
Not commissioned, reviewed, or endorsed by the company analyzed. No internal data used. Directional, point-in-time evidence. Google AI and Copilot captures were reviewed separately as supporting public-interface evidence and excluded from the automated score.
The headline read
AI Visibility Score
Weighted composite. A directional expert judgment, not a calculated metric.
Highly visible across all four engines, but “visible” and “recommended first” are not the same thing.
What the audit found
Present almost everywhere, first only four times in ten
Named in 92% of discovery prompts and in the top three 81% of the time, but the first provider mentioned in only 40% of answers.
A concentrated, testable discovery gap
When buyers ask a bread-and-butter question — how does a small business hire a developer abroad? — Company X appears in only 54% of AI answers, weakest in Perplexity and Claude. A specific, fixable gap in the conversations that drive deals.
A persistent legal/risk narrative at the decision stage
When buyers ask whether the company is safe to use, every engine blends old allegations, lawsuits, and complaints with settled facts, without saying which is which. The fix is making current, authoritative status easy for AI to find and cite — accuracy work, not spin.
Also observed: fewer than one in ten captured citations resolved to Company X's own site; the remainder included third-party and unresolved sources.
A sample of the roadmap
Independence disclosure
This is an independent sample analysis. It was not commissioned, reviewed, or endorsed by the company analyzed, and it is not a client case study. No internal company data was used. All results are directional, point-in-time evidence from a fixed public-prompt sample, not a measure of market share, customer preference, or business performance.
Your audit is tailored to your category and your buyers.
This sample shows the format and depth. Yours is built around the questions your buyers actually ask.