How long does delivery take?

48 hours from order confirmation. We manually query AI platforms on your behalf. This is not an automated tool. A real analyst researches your business, your competitors, and your market before writing a single word.

How is this different from the Full AI Revenue Audit?

The Snapshot is a 10-page diagnostic that shows exactly where you stand today. The Full Audit is 30+ pages and includes keyword research, prioritized content briefs, structured data recommendations, and full dashboard access.

Service businesses generating $3M–$30M annually that rely on Google or SEO today and want to understand their AI channel exposure before a competitor captures it first.

What if my score is already high?

That is great news and worth knowing. A high score means you are ahead of your competitors. The report will show you who is threatening that lead and what to protect.

Is there a refund policy?

Because this is a manually produced research report, we do not offer refunds after delivery. If you have concerns about the quality of your report, contact support@vibe-engine.ai within 7 days and we will make it right.

AI Revenue Snapshot Report

Find out what AI
says about your business.

A 10-page report scoring your AI visibility across ChatGPT, Perplexity, and Google AI Overviews.

Get Your Snapshot for $97

$97 one-time·Manual research

0out of 100At Risk

CriticalAt RiskEmergingCompetitiveLeading

Sample score · most service businesses land 15–35

Right now, someone in your market is asking AI for a recommendation.

AI is answering. And it's not saying your name.

Here's how you find out what's really happening.

Tell us about your business.

Your market, your competitors, your goals.

We run the analysis.

We test every major AI platform against the real queries in your category.

Your report hits your inbox.

Your score, your gaps, your competitors, and what to do first.

Your competitors are in here. By name.

This is a sample. Your report uses your real business, your real competitors, and the actual queries AI answers in your market.

Metric	Your Business	Competitor A	Competitor B
AI Visibility Score	22 / 100	71 / 100	58 / 100
ChatGPT Citations (30 days)	0	14	8
Perplexity Appearances	1	22	11
Google AI Overview	Not found	Featured 3x	Mentioned 1x
Structured Data	Missing	Complete	Partial
AI Crawler Access	Blocked	Open	Open

* Sample data for illustration. Competitor identities replaced for privacy.

MetricYouComp A

AI Visibility Score22 / 10071 / 100

ChatGPT Citations (30 days)014

Perplexity Appearances122

Google AI OverviewNot foundFeatured 3x

Structured DataMissingComplete

AI Crawler AccessBlockedOpen

* Sample data for illustration.

Your score is built from 5 dimensions

Five factors that determine whether ChatGPT, Perplexity, and Google AI Overviews recommend your business or send buyers to a competitor.

Content ExtractabilityCan AI systems pull a clean answer from your pages?

8/20 pts

Structured DataSchema markup that lets AI understand your content

12/20 pts

Authority SignalsCredentials, citations and third-party presence

6/20 pts

AI Bot AccessCan AI crawlers actually reach and index your site?

14/20 pts

Content StrategyIs your content targeting the queries buyers ask AI?

9/20 pts

Get Your Snapshot for $97

Everything you need to act on Monday.

Five deliverables. Each one answers a question your competitors don't want you asking. Until right now.

Revenue Gap Estimate

A conservative dollar range of the AI-sourced revenue going to competitors instead of you. Just the math.

Your AI Revenue Score

A 0 to 100 score across 6 dimensions showing exactly what's holding you back and where you have an edge.

Query Map

The exact queries where AI sends buyers to your competitors instead of you.

Analyst's Note

An assessment of your specific situation. Not a template. The one insight that changes how you see your market.

Your Quick Win

Most businesses have one thing that is holding their AI visibility back more than anything else. We find it, name it, and tell you exactly how to fix it. No strategy call. No retainer. One action, this week, that moves the needle.

Start with the benchmark.
Go deeper when you're ready.

The benchmark gives you the score, the gaps, and a move you can make this week. No pressure to do anything else.

Get Your Snapshot for $97

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Questions answered

A 10-page report scoring your AI visibility 0 to 100 across ChatGPT, Perplexity, and Google AI Overviews. You get a competitor comparison, the exact queries you appear or don't appear for, a revenue gap estimate, a human-written Analyst's Note, one quick win to implement this week, and a 90-day revenue vision.

Find out what AI
says about your business.

Tell us about your business.

We run the analysis.

Your report hits your inbox.

Your competitors are in here. By name.

Your score is built from 5 dimensions

Everything you need to act on Monday.

Revenue Gap Estimate

Your AI Revenue Score

Query Map

Analyst's Note

Your Quick Win

Start with the benchmark.
Go deeper when you're ready.

Questions answered

What's included in the Snapshot Report?

How long does delivery take?

How is this different from the Full AI Revenue Audit?

Who is this for?

What if my score is already high?

Is there a refund policy?

Your competitors are in here. By name.

Your score is built from 5 dimensions

Everything you need to act on Monday.

Revenue Gap Estimate

Your AI Revenue Score

Query Map

Analyst's Note

Your Quick Win

Start with the benchmark.
Go deeper when you're ready.

Questions answered

What's included in the Snapshot Report?

How long does delivery take?

How is this different from the Full AI Revenue Audit?

Who is this for?

What if my score is already high?

Is there a refund policy?

Find out what AIsays about your business.

Tell us about your business.

We run the analysis.

Your report hits your inbox.

Your competitors are in here. By name.

Your score is built from 5 dimensions

Everything you need to act on Monday.

Revenue Gap Estimate

Your AI Revenue Score

Query Map

Analyst's Note

Your Quick Win

Start with the benchmark.Go deeper when you're ready.

Questions answered

What's included in the Snapshot Report?

How long does delivery take?

How is this different from the Full AI Revenue Audit?

Who is this for?

What if my score is already high?

Is there a refund policy?

Your competitors are in here. By name.

Your score is built from 5 dimensions

Everything you need to act on Monday.

Revenue Gap Estimate

Your AI Revenue Score

Query Map

Analyst's Note

Your Quick Win

Start with the benchmark.Go deeper when you're ready.

Questions answered

What's included in the Snapshot Report?

How long does delivery take?

How is this different from the Full AI Revenue Audit?

Who is this for?

What if my score is already high?

Is there a refund policy?

Find out what AI
says about your business.

Start with the benchmark.
Go deeper when you're ready.

Start with the benchmark.
Go deeper when you're ready.