How often AI names your business, measured and dated.
From one URL, the AI Visibility Audit will ask the questions your buyers ask and give your score as a likely range, with the date it was measured.
Request your audit, and we’ll confirm by email.
The likely range is a 95% interval across answers.
Sample · fictional business, illustrative data
The sample report
The sample shows all three report versions for one fictional local contractor, built from simulated answers, and every figure in it is illustrative. An audit for a software company or a services firm would ask questions about that business’s own category and services.
Sample · fictional business, illustrative data
AI Visibility Audit
Prepared for Cedar & Stone Builders
216 answers: 24 questions, 3 engines, 3 samples
- Date
- Oct 22, 2026
- Sample
- 216 answers
- Checked by
- [Reviewer]
Sample · fictional business, illustrative data
What the audit will do, in order
1Identify your business
A polite crawl of your website that respects robots.txt, or your public profile and its website link. It will find your name, category, services, location, and prices.
2Write the buyer questions
Questions about your category, services, and location, plus a few that name you: 12 for a Snapshot and 24 for a full audit.
3Ask the AI assistants
ChatGPT, Gemini, and Perplexity, through their official APIs. The full audit asks each question three times, because answers change between runs; the Snapshot asks once. The monthly service tracks two more, Claude and Google AI Overviews.
4Find who they name instead
Every business the answers name, plus Google’s top results and map pack for the same questions, listed by how often each one appears.
5Score and compare
A visibility score with its likely range, share of voice, your position when named, citations of your pages, and statements that differ from your website.
6Check AI-readiness
Whether AI crawlers are allowed in robots.txt, plus structured data, crawlability, your sitemap, and thin pages.
7Review and deliver
A person will review every paid report before it is delivered. The Snapshot, a quick first look, will send itself once its automated confidence checks pass; no person will review it.
Three versions
Request any version, and we’ll confirm by email. Delivery times are planned, not yet confirmed.
Snapshot
$17
36 answers: 12 questions, 3 engines, 1 sample each. Your score with its likely range, where you place among the businesses the answers name (counted by how often each is named), and the top 3 findings, planned to arrive by email in about 10 minutes. It will send itself; no person will review it.
Full audit
$77
216 answers: 24 questions, 3 engines, 3 samples each. Adds every question and answer, the competitor map, statements that differ from your website, AI-readiness checks, and the top 5 fixes. A person will review it, and it is planned for delivery in 1 business day.
Competitive briefing
$180
Everything in the full audit, plus the buyer questions you lose with their search volume, why each competitor wins, a 90-day plan, and a re-run at day 90. A person will review it.
Request your AI Visibility Audit, and we’ll confirm by email.
It will never touch your site. The audit only reads.
What the audit will never do
- It will never read anything that is not public, or crawl against robots.txt or a site’s terms.
- It will never touch your site. The audit only reads.
- It will never call a statement wrong. It will say the statement differs from your website, because only you can confirm which is right.
- It will never promise a ranking. Every score will be a measured range on a stated date.
How the score will work
Each answer to a buyer question will count 1, 0.8, 0.65, 0.5, or 0.4 for positions 1 to 5 and beyond, and 0 when you are not named, so being named earlier in an answer counts for more. The score is the average times 100. The likely range is a 95% interval across answers. Questions that name you are reported, not scored.
How to read the score: 100 would mean every answer named you first, and 0 would mean no answer named you at all. There is no pass mark; the full audit shows, question by question, where you are named and where you are not.
One sample per question gives a wide range; the full audit narrows it.
Questions about the audit
What is the AI Visibility Audit?
A read-only report built from one URL: your website or a public profile. It will write the questions your buyers ask, ask ChatGPT, Gemini, and Perplexity, find who the answers name instead, and give your score with its likely range and the date it was measured.
Can I request an audit now?
Yes. Request it on the audit page, and we’ll confirm by email. The sample report shows what it will cover, using a fictional business and illustrative data.
What are the audit’s versions and prices?
There are three: Snapshot, Full audit, and Competitive briefing. The Snapshot is planned to cover 36 answers and arrive by email in about 10 minutes. The full audit is planned to cover 216 answers and arrive in 1 business day, reviewed by a person. The briefing adds a 90-day plan and a re-run at day 90. The Snapshot is $17, the full audit is $77, and the briefing is $180.
Will a person review my audit?
A person will review every paid report, and the full audit’s cover will name the reviewer. The Snapshot will send itself once its automated confidence checks pass.
Why a range instead of a single score?
AI answers change between runs, so the audit will ask each question more than once and report the likely range. One sample per question gives a wide range; the full audit narrows it.
Will the audit say what AI gets wrong about me?
It will show every statement that differs from your website. It won’t call them wrong, because only you can confirm which is right.
Will the audit touch my website?
No. It will read only what is public, respect robots.txt and site terms, and never change your site.
Request your audit, or read the sample first.
You can also read the sample report, or talk to us about the monthly service, which does the work every day and reports every Monday.