White-label AI visibility audit
See your client through AI’s eyes.
A white-label audit of how ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews find, describe and recommend your client — with the evidence, the competitor picture and a roadmap to improve it.
01Why start with an audit
The easiest GEO conversation your agency will have.
Most clients have never seen how AI answers questions about their category. An audit makes the opportunity concrete before anyone commits to a program.
- 01
Prove it
Show the client what AI says today
Real prompts, real answers, captured across the engines their buyers use. The gap is usually obvious — and persuasive.
- 02
Baseline it
Set a measurable starting point
A dated record of where the brand appears, how it is described and who is recommended instead, so progress can be shown later.
- 03
Convert it
Turn findings into a retainer
Every audit ends in a prioritised roadmap your agency can propose as an ongoing GEO program.
02What is audited
Six lenses on AI visibility.
Visibility in AI answers is the result of several systems working together. We examine each one, then connect the findings into a single plan.
Prompt visibility
How the brand shows up for the questions buyers actually ask.
- Category, comparison and local prompts
- Mentioned vs. cited vs. absent
- How the brand is described
Entity & brand consistency
Whether models can resolve exactly who the business is.
- Name, address and service consistency
- Knowledge-panel and profile signals
- Conflicting or outdated facts
Content & answerability
Whether the site answers the questions engines are trying to answer.
- Coverage of high-intent questions
- Quotable, specific, structured pages
- Gaps competitors already fill
Technical retrievability
Whether AI crawlers and retrieval systems can read the site at all.
- AI crawler access and robots rules
- Rendering, speed and indexability
- Schema and structured data
Citation landscape
Which third-party sources the engines lean on for the category.
- Directories, reviews and media cited
- Where the brand is missing
- Highest-value citation targets
Competitor share of answer
Who is being recommended instead — and why.
- Share of answer by engine
- Competitor strengths in content
- Positioning gaps to exploit
03Methodology
Real prompts. Real answers. On the record.
Every answer we test is captured as evidence, so your client sees exactly what the engines say — not a score from a black box.
Emergency dentist open on Saturday in Denver
Here are dentists in Denver with confirmed Saturday emergency hours:
Cherry Creek Smile Studio
4.9 · 1.1 mi
Your clientMile High Dental Care
4.6 · 2.1 mi
Gemini · Denver, CO · “Emergency dentist open on Saturday in Denver”
- 01
Define the prompt set
We map the questions real buyers ask — category, comparison, local and problem-led prompts — with your input on the client's priorities.
- 02
Run across answer engines
Each prompt is run on ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews, repeated to account for answer variation, and logged with dates.
- 03
Analyse the signals
We review entity consistency, content coverage, technical retrievability and the sources each engine cites.
- 04
Benchmark competitors
We measure who appears instead, how often, and what their sites and citations do differently.
- 05
Prioritise the roadmap
Findings become a ranked plan: quick wins, structural fixes and citation opportunities.
04Sample report
A report your client will actually read.
Clear findings, evidence for every claim and a plan to act on — designed, written and branded as your agency’s work.
Executive summary
Salt & Ember is visible in 10 of 30 answers checked.
- Answers with brand
- 10 / 30
- Cited with a link
- 3
- Engines covered
- 5
- Top competitor share
- 41%
Visibility by engine
- ChatGPT50%
- Claude33%
- Gemini17%
- Perplexity50%
- AI Overviews17%
05Deliverables
Everything you need to present it as yours.
No Quantum Growth branding anywhere. Your logo, your colours, your voice — delivered ready to send.
White-label audit report
A polished, client-ready report under your agency's brand.
Prompt evidence log
Every prompt, engine and answer captured with the date it was run.
Competitor benchmark
Share of answer against the competitors that matter to the client.
Prioritised roadmap
Fixes and opportunities ordered by impact and effort.
Presentation deck
A short, editable deck for presenting findings to the client.
Agency walkthrough
A session with your team so you can present it with confidence.
06Audit options
Scoped to the client. Priced for resale.
Every audit is quoted at partner rates based on brands, markets and prompt volume — so your agency sets its own margin.
Snapshot
A fast first look to open the conversation.
- One brand, one market
- Core prompt set
- Three answer engines
- Summary report and next steps
- Recommended
Full audit
The complete picture, ready to turn into a program.
- One brand, one market
- Extended prompt set
- All five major answer engines
- Competitor benchmark
- Technical and entity review
- Prioritised roadmap and deck
Multi-location
For brands with several locations, regions or product lines.
- Multiple markets or locations
- Location-specific prompts
- Roll-up and per-location views
- Portfolio roadmap
07Turnaround & next steps
A fixed date up front. A clear path after.
Turnaround depends on scope, so we agree a delivery date at scoping — before any work starts — and keep to it.
- 01
Request
Tell us about the client, market and engines you care about.
- 02
Scope
We confirm prompts, competitors, deliverables and a fixed delivery date.
- 03
Audit
We run the prompts, analyse the findings and build the report.
- 04
Present
You present the white-label report and roadmap to your client.
- 05
Optimise
Optionally, the roadmap becomes an ongoing GEO program we run for you.
08Questions
Before you request one.
Yes. The report, deck and evidence log carry your agency's branding only. Quantum Growth is never named in anything your client sees.
No. We work through your agency. If a walkthrough with the client would help, we join only when you ask us to.
ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews as standard, with Microsoft Copilot and others available. You choose which matter most for the client.
An SEO audit asks how pages rank for keywords. This audit asks what AI answer engines say when buyers ask questions — whether the brand is mentioned, cited or replaced by competitors — and why.
No one can guarantee placement in third-party AI platforms. The audit shows where the brand stands today and which changes are most likely to improve how it is found, understood and cited.
The client's website, market, main competitors and the services they most want to be known for. We handle the rest and confirm scope before any work begins.
Related
- ResourceAI visibility audit checklist for agenciesA practical checklist for auditing how a client appears in ChatGPT, Gemini, Perplexity and AI Overviews: prompts, entities, content, crawlers and citations.
- ResourceHow AI answer engines decide which brands to mentionA plain-English guide to how ChatGPT, Perplexity, Gemini and Google AI Overviews find, judge and cite brands — and what agencies can do to influence it.
- For agenciesFor seo agenciesAdd Generative Engine Optimization to your SEO retainers without hiring. White-label AI visibility audits, GEO programs and reporting under your brand.
09Request an audit
Find out what AI says about your client.
Tell us about the client and market. We’ll come back with a scope, partner pricing and a fixed delivery date.
Prefer email? jay@quantumgrowthx.com