Find out what AI says about your company before your buyers do.
The AI Brand Intelligence Report™ measures whether your company is recognised, cited, and recommended inside AI-generated answers.
Most companies assume they are represented accurately. This Report measures whether that assumption is correct.
This is not a generic audit. It is an evidence-based measurement of how AI represents, cites, and recommends your company.
Delivered within five business days of complete intake. No sales call required to order.
You cannot manage AI representation if you cannot measure it.
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 companies. If your company is not among them, it may be absent from that stage of the buyer's decision.
The problem is structural: there is no standard way to measure this layer of representation. 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 AI Brand Intelligence Report™ was built to close.
Six pillars of AI representation.
The Report evaluates how AI systems interpret and represent your company across six pillars.
Whether AI systems can reach and process your infrastructure.
Whether AI systems can extract meaning from your content.
Whether AI systems can identify your company as a distinct entity.
Whether AI systems trust your content as a credible, experienced source.
Whether AI systems actually cite, recommend, and correctly represent your company.
Whether AI systems have sufficient evidence to recommend your company.
Built from data, not assumptions.
- Signal Analysis
We analyse your website, content structure, and available structured data to understand how your company is currently presented to external systems.
- Entity Evaluation
We assess how clearly and consistently your company is defined and recognised across the sources AI systems draw from when generating answers.
- AI Prompt Testing
We run a minimum of 30 structured prompts, expanded for your named competitors, across four AI engines - ChatGPT, Gemini, Perplexity, and Claude - spanning five prompt categories. We record what each engine returns.
- Visibility Scoring
We calculate your SEOWEBI Visibility Score™ across all six pillars using a weighted scoring model, and separate the directly observed AI result from the supporting signals.
- Gap Identification and Roadmap
We identify where representation breaks down, which failure pattern applies, and what the highest-impact changes are.
What you receive.
The Report is delivered as a structured, executive-ready document. Each section is designed to support executive decision-making, not general education.
- Observed AI RepresentationWhat the four AI engines actually returned when tested: whether your company is present, in what position, how accurately it is represented, how specifically it is described, and whether it is recommended. This is the directly measured outcome - the core of the Report.
- Representation ReadinessThe supporting conditions that may explain those outcomes: performance and access, structured content, entity clarity, topical authority, and market demand. Shown separately from the observed result, never blended into it.
- Overall Methodology ScoreA single 0–100 score across all six pillars, presented as a secondary summary with a confidence label. It never overrides the observed AI result.
- AI Engine Test ResultsActual prompts, actual answers, competitor citations, your company's presence or absence.
- Competitive ComparisonYour company measured directly against the competitors you name during intake.
- Visibility Gap AnalysisWhich failure pattern applies: Comparison Risk, Incumbent Squeeze, or Extraction Failure.
- Prioritised 90-Day RoadmapSpecific structural changes ordered by priority. Highest-leverage actions first.
- Confidence and Evidence RecordEvery score is labelled Measured, Estimated, or Incomplete. Every material finding is traceable to the prompt, engine, timestamp, response, and source that produced it.
- Analyst Review, Walkthrough, and Q&AA human analyst reviews the evidence, findings, scoring, and roadmap before delivery. You also receive a short Loom walkthrough and an optional 30-minute Q&A.
The most valuable part is not the score.
It is the single, decision-relevant finding underneath it. A finding moves from a broad measurement to one specific, high-intent moment: the exact prompt where a buyer is comparing options, what the AI engine actually returned, and the plausible commercial consequence.
Every finding is tied to the prompt, engine, timestamp, response, and source that produced it. Nothing is asserted without the evidence behind it.
A production-quality, fully labelled sample Report will be published here once the four-engine production run is complete.
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 merely a list of generic fixes. This is not a document filled with generic recommendations that apply to any company in any category.
This Report measures one specific thing: how AI represents your company. Whether AI systems 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.
Built for companies that already have a market presence but do not know how AI systems are representing them. This Report fits if:
- You already invest in visibility - SEO, content, or brand - and want to know whether that investment reaches AI-mediated discovery.
- Your leadership wants direct evidence of how AI represents your company, not assumptions.
- Buyers in your category are starting to ask AI before they ask a salesperson.
It is not built to produce a general marketing strategy or a list of tactical SEO fixes. It is built to measure one specific layer: AI representation.
The price is not based on page count.
The Report produces a structured intelligence deliverable. It is not a software output. It is not an automated scan. It is an evidenced, interpreted, and verified analysis of how AI currently represents your company.
It reflects the evidence required to establish a defensible baseline: standardised AI testing across four engines, competitor analysis, six-pillar research, confidence-labelled scoring, analyst interpretation, and a prioritised roadmap. A minimum of 30 structured prompts, expanded for your named competitors.
If one missed recommendation, inaccurate description, or competitor displacement affects a serious buying decision, remaining blind is likely to cost more than measuring it.
Measure it. Then decide what to do next.
The Report gives you a clear, evidence-based picture of where your company stands in AI-mediated discovery. What you do with that information is your decision.
No sales call required. $2,000. Delivered within five business days of complete intake.
Questions.
How long does the Report take?
Delivered within five business days after your complete intake details are submitted. No intake call is required.
Which AI engines are tested?
ChatGPT, Gemini, Perplexity, and Claude.
Do you implement the recommendations in the roadmap?
The Report provides the measurement and the roadmap. Implementation can be scoped separately through Executive Advisory™. The Report 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 can crawl, rank, and surface your pages. This Report measures how AI represents, cites, and recommends your company inside answers. Some inputs may overlap. The question being measured is different.
What do I need to provide?
Your company name and domain, industry, 3–5 core products or services, primary use case and the problem you solve, primary buyer profile, 3–5 named competitors, target markets, and target languages. The Report is run externally. No access to your internal systems, analytics, or accounts is required. (Full intake list on the order page.)
Does the Report compare me to competitors?
Yes. The Report compares your company against the competitors you name during intake - this is included in every engagement, not a separate purchase.
How is my information handled?
Your intake details and evidence record are treated as confidential. They are not sold or shared publicly. Access is limited to SEOWEBI and the AI and infrastructure providers required to run, store, and securely deliver the measurement. Full privacy, confidentiality, and evidence-retention terms are provided at checkout.