Measure how AI systems see your brand.
The SEOWEBI AI Visibility Diagnostic reveals whether your brand is recognised, trusted, and recommended inside AI-generated answers.
Most companies assume they are visible. This diagnostic measures whether that assumption is correct.
This is not a report. It is a measurement system.
$2,000
per diagnostic
Delivered within five business days. No sales call required before ordering.
One diagnostic typically replaces weeks of internal analysis and external audits.
You cannot manage what you cannot measure.
Most companies are still measuring visibility through rankings, traffic, and impressions.
Those metrics describe the old model of discovery.
AI systems do not operate on rankings. They generate answers. And those answers include only a small number of brands. If your brand is not among them, you are absent from the decision entirely.
The problem is structural: there is no standard way to measure this layer of visibility. No alert fires when your AI citation drops. No dashboard column tracks whether competitors are being recommended in your place.
That is the gap the SEOWEBI Diagnostic was built to close.
What is being measured.
The diagnostic evaluates how AI systems interpret and represent your brand across six structural layers.
Performance and Accessibility
Whether AI systems can reach, load, and process your digital infrastructure reliably.
Structured Content Architecture
Whether your content is formatted in ways that allow AI systems to extract and cite it accurately.
Entity Recognition and Consistency
Whether AI systems can identify your brand as a distinct, stable entity across multiple sources.
Topical Authority
Whether AI systems recognise your brand as a credible and authoritative source within your domain.
Citation Readiness
Whether your content is structured to be cited — not merely found.
Brand Authority and Demand
Whether AI systems have sufficient independent evidence to recommend your brand without hesitation.
Together, these determine whether AI systems can confidently include your brand in answers.
How the diagnostic works.
The diagnostic follows a structured five-stage process. Each stage produces data. The report is built from that data, not from assumptions.
Signal Analysis
We analyse your website, content structure, and available structured data to understand how your brand is currently presented to external systems.
Entity Evaluation
We assess how clearly and consistently your brand is defined and recognised across the sources AI systems draw from when generating answers.
AI Prompt Testing
We run thirty diagnostic prompts across four AI systems — ChatGPT, Gemini, Perplexity, and Claude — spanning five prompt categories. We record what each system returns.
Visibility Scoring
We calculate your AI Visibility Score across all six layers using a weighted scoring model. The result is a single number and a six-layer breakdown.
Gap Identification and Roadmap
We identify where visibility breaks down, which failure pattern applies, and what the highest-impact structural changes are.
What you receive.
The diagnostic is delivered as a structured report. Each section is designed for decision-making, not reading.
AI Visibility Score
A single 0-100 score. Benchmarked: Invisible, Emerging, Visible, Authoritative, Dominant.
Six-Layer Breakdown
Performance across each visibility layer. Scores, signals, gaps by layer.
AI Prompt Test Results
Actual prompts, actual answers, competitor citations, your brand presence or absence.
Visibility Gap Analysis
Most visibility gaps fall into three recurring patterns:
Comparison Risk
AI recommends competitors when asked to compare. Your brand is missing.
Incumbent Squeeze
Established brands dominate citation loops. Newer entrants excluded.
Extraction Failure
Content exists. AI cannot extract citable answers. Structural, not authority problem.
Strategic Roadmap
Specific structural changes ordered by impact. Highest-leverage first. Not recommendations — a sequenced plan.
The report is five to seven pages. Designed to be read in one sitting. Every page contains a decision, not just an observation.
What this is not.
This is not a traditional SEO audit.
This is not a technical crawl or a content gap analysis.
This is not a list of fixes.
This is not a report filled with generic recommendations that apply to any brand in any category.
This diagnostic measures one specific thing: how AI systems currently see your brand. Whether they can identify it, trust it, and recommend it.
If that is not the question you are trying to answer, this is not the right instrument.
Who this is for.
This diagnostic is designed for companies that are already investing in digital visibility and want to understand whether that investment is reaching AI-mediated discovery.
This is the right diagnostic if:
- •Your company depends on digital discovery as a primary acquisition channel.
- •You are investing in content, SEO, or digital marketing and want to understand AI impact.
- •You have a leadership team that wants objective data on how AI systems represent your brand.
- •You are in a competitive category where AI recommendation will affect buyer decisions.
This is not the right diagnostic if:
- •Your brand has no established digital presence to evaluate.
- •You are looking for a general marketing strategy review.
- •You want tactical content or SEO fixes rather than a structural visibility measurement.
Before you decide, understand this.
Most brands assume they are visible because they perform well in search.
AI systems do not rank. They select.
Your brand can be present everywhere online and still be excluded from the answer.
Most companies only discover this after demand has already shifted.
Ask where your visibility is likely breaking.
Aria does not pitch. It answers.
Most brands don't know where AI visibility breaks.
That is what the diagnostic exposes.
This is exactly what the Diagnostic measures.
If this raises questions, the diagnostic shows exactly where visibility breaks.
Aria is trained on the SEOWEBI Visibility Framework. It does not store or share your conversation.
Why this is priced the way it is.
The diagnostic produces a structured intelligence report. It is not a software output. It is not an automated scan. It is an evaluated, interpreted, and verified analysis of how AI systems currently see your brand.
Thirty diagnostic prompts. Four AI systems. Five scoring dimensions. A weighted score across six layers. A named failure pattern. A sequenced roadmap.
The $2,000 price reflects the production cost of the analysis, not the value of what it reveals.
If AI citation is a real factor in how your buyers discover solutions in your category — and in most B2B categories it is becoming one — then not knowing where your brand stands is a more expensive position than finding out.
Measure it.
Then decide what to do next.
The diagnostic gives you a clear picture of where your brand stands in AI-mediated discovery. What you do with that information is your decision.
There is no sales call required before ordering. You will receive your report within five business days.
$2,000
per diagnostic. Delivered within five business days. No sales call required before ordering.
One diagnostic typically replaces weeks of internal analysis and external audits.
Common questions.
How long does the diagnostic take?+
The report is delivered within five business days of ordering. No intake call is required before you receive it.
Which AI systems are tested?+
ChatGPT, Gemini, Perplexity, and Claude. Additional systems are included where relevant to your category.
Do you implement the recommendations in the roadmap?+
The diagnostic provides the measurement and the roadmap. Implementation can be discussed as a separate engagement. The diagnostic is designed to be valuable as a standalone instrument.
How is this different from an SEO audit?+
A traditional SEO audit measures how search engines see your brand. This diagnostic measures how AI systems see your brand. These are different systems with different signals, different architectures, and different citation logic. The two measurements do not overlap.
What do I need to provide?+
Your website URL and your brand name. The diagnostic is run externally — no access to your systems, analytics, or accounts is required.
Can I order a diagnostic for a competitor?+
Yes. Competitive diagnostics are available at the same price. Some clients order their own diagnostic alongside a competitor diagnostic for direct comparison.