AI competitive analysis · $500 · a report and a call

AI visibility audit

Before you spend on placements, find out what ChatGPT, Claude and Google AI Overviews already say about you and your competitors, which pages they take it from, and which questions you can win first. One category, 10 runs per prompt, three surfaces. A report and a call.

10 runs per prompt 3 surfaces: ChatGPT, Claude, AI Overviews
01 · The report

What the audit includes

One category. Your brand and the competitors you meet in deals, measured the same way.

01 · Prompts

The prompts your buyers run

A prompt set for your category: problem prompts, discovery prompts ("best X for Y"), comparison prompts ("X vs Y", "X alternatives") and trust prompts. Built from your brief and from the searches the models run themselves.

02 · Presence

Where you stand, per surface

Each prompt runs 10 times on ChatGPT, Claude and Google AI Overviews. The report shows how often you and each competitor are named, and in which position. One run is a coin toss. Ten is a measurement.

03 · Competitors

How competitors scale their brand

Which lists name them, how many, on which sites, how recent. This is the consensus you are up against, question by question.

04 · Sources

The pages behind the answers

Which pages the models read and cite for your category, and which of them do not mention you. These are the gaps a campaign fills.

05 · Accuracy

What the models get wrong about you

Outdated positioning, a wrong location, a discontinued feature, a competitor claim attributed to you. Listed with the source it comes from, so it can be fixed.

06 · Technical

Whether the crawlers can read you

GPTBot, ClaudeBot, OAI-SearchBot and Google against your robots.txt and firewall. Pages that confirm your claims. Profiles on Clutch, G2 or Capterra that say the same as your site.

The last page of the report is the one you pay for: the questions you can win first, ranked, with the campaign size each would take.

02 · After the audit

What happens next

A · Winnable question

A winnable question exists

We propose a campaign size: 30, 60 or more placements on the question the audit found. Consensus scaling, from $3,500.

B · Site first

Your site is the blocker

The models check your site before they name you. If the facts there are missing or contradict the lists, content comes first: fan-out content optimization, scoped after the audit.

C · Not now

Nothing winnable right now

You keep the report and the prompt set. No campaign. It happens in crowded head categories, and we say so rather than sell placements that will not move the answer.

03 · Price

Price

Start here

AI visibility audit

$500
one category · a report and a call

Prompt set, presence per surface for you and your competitors, sources, accuracy, technical check, and the winnable questions.

Several categories

Two or more categories

Custom
scoped on the call

Each category has its own prompts and competitors, so it is priced per category.

After the audit

Campaign

from $3,500
30 placements · one question

Consensus scaling on the question the audit found. How it works.

Both start with a 20-minute call. You leave with the prompts your buyers run and where you stand in the answers today.

04 · FAQ

Questions

What is an AI visibility audit? +
A measurement of how often ChatGPT, Claude and Google AI Overviews name your brand on the prompts your buyers run, compared with your competitors, plus the sources those answers come from and what the models get wrong about you. Ours ends with a ranked list of the questions you can win first.
Is there a free version? +
The 20-minute call is free and already shows your prompts and where you stand today. The audit is the full measurement: 10 runs per prompt, three surfaces, every competitor, the sources, and a plan.
Do you need access to our site or accounts? +
No. The audit uses public answers and public pages. We need a short brief: your positioning, the competitors you meet in deals, and the categories you sell in.
Which AI assistants are covered? +
ChatGPT, Claude and Google AI Overviews. Other assistants on request.
How is this different from an SEO audit? +
An SEO audit looks at your pages and your rankings. This one looks at answers: whether the models name you, where they take it from, and what they say. Your site is checked only for what the models need from it: crawler access and pages that confirm your claims.
How long does it take? +
About a week from the brief to the call.
What if the audit finds nothing winnable? +
You keep the report and we tell you so. We do not sell a campaign the audit does not support.
05 · Call

Book a 20-minute call

Free. We show the prompts your buyers run and where you stand today. The audit is the next step if you want the full picture.