AI Visibility Audit.
See what the answers say.
Check what supports them.
An AI visibility audit examines a defined sample of business-relevant questions, the answers returned, and the sources cited. C3i3 connects those observations with your website's clarity, supporting evidence, and answer engine optimization opportunities.
A single prompt is not a dependable measure of your brand's overall visibility. Answers can vary by question, product, date, location settings, and account context. A useful audit records the sample and its limits instead of treating one mention as proof of authority.
We define the buyer questions worth checking, record observable answers and sources, and review the website information that can support those questions. AEO checks look at whether your important answers are clear, accessible, consistent, and supported. The recommendations focus on useful content and evidence rather than a promise to control an AI system.
Record a defensible sample
Keep the question, platform, date, answer, and source observations together.
Understand the content gap
Connect missing or inaccurate answers to information your business can improve.
Prioritize useful corrections
Choose practical website and evidence work, then repeat a comparable check.
Specific work.
A usable handover.
The proposal confirms the final scope and format. The following components make the work useful to the people responsible for the next step.
- 01Question and platform brief
The buyer situations, prompt sample, products, and observation conditions included in the engagement.
- 02Answer observation register
The prompt wording, date, platform, brand mentions, cited sources, and relevant answer notes.
- 03Source and accuracy review
A comparison between observed claims, the cited material, and approved business information.
- 04AEO content review
How priority pages answer customer questions, explain entities and services, and support claims with accessible evidence.
- 05Prioritized recommendation plan
Website, content, internal-link, business-information, and source improvements with owners and dependencies.
- 06Repeat-check framework
A consistent sample and reporting approach for a separately agreed follow-up, without implying that results are fixed or exhaustive.
Keep the work
connected.
Explore a focused service below, or use the parent service to choose a broader starting point.
AI Search Optimization
AI search optimization with clear answers, accurate business facts, accessible content, supported structured data, and honest measurement from C3i3.
Explore ai search optimizationSEO Audit Services
An SEO audit should explain what deserves attention and what to do next. C3i3 reviews how your website can be discovered, crawled, understood, and used, then turns the findings into a prioritized improvement plan.
Explore seo audit servicesA clear process.
An accountable decision.
01Choose real buyer questions
We select questions connected to your services and the decisions a prospective customer needs to make.
An agreed prompt sample.
02Record the observations
We capture the answer context and sources available for the selected products and dates.
An observation register.
03Review website evidence
We compare the answers and citations with approved service information and useful on-page explanations.
A gap and accuracy review.
04Recommend and retest
We prioritize work your business can control and define a comparable follow-up sample.
A practical improvement and review plan.
An omission is an observation to investigate.
An illustrative supplier is absent from an answer to a relevant buyer question. The review records the exact prompt and context, examines the cited sources, and checks whether the supplier's website clearly explains the application and approved evidence. The recommendation may be to improve that page; it is not a guarantee of a future mention.
| Decision or stage | What we examine | Why it matters |
|---|---|---|
| Observe | Prompt, product, date, answer, and citations | Keep the sample and its limits visible. |
| Compare | Approved website facts and source coverage | Identify a specific information gap. |
| Improve | Clearer explanations and credible evidence | Work on assets the business can control. |
Agree the boundaries.
Then begin.
Scope depends on the number of buyer questions, platforms, service lines, competitors, and depth of source review. Some observations may require licensed tools or an account with suitable access; those costs and limits are stated before work begins. Content changes, technical implementation, and ongoing tracking are separate scopes.
We confirm deliverables, access requirements, responsibilities, milestones, review rounds, and fees in writing. Bring the decision you need to make; you do not need a polished brief.
Useful questions.
Clear answers.
What does an AI visibility audit measure?
It records observable answers, mentions, citations, and source information for an agreed sample of questions and platforms. It does not measure every possible answer or user context.
Is this the same as an AEO audit?
AEO is part of this service's content review: how well important pages provide clear, supported answers. The wider audit also records answer observations, citations, and information consistency.
What about AIO or GEO?
These terms are used in different ways across the industry. We state the actual work, question sample, sources, and deliverables rather than relying on an acronym alone.
Can you guarantee ChatGPT or Google will recommend us?
No. Third-party systems control their answers and may change them. We can document observations and improve the clarity and evidence of information your business controls.
Why not check just one prompt?
One answer is a narrow observation. A defined question sample gives a more useful picture of different buyer needs, while still requiring clear limits on what the findings represent.
Does structured data guarantee an AI citation?
No. Relevant, accurate structured data can describe visible content where appropriate, but this service does not promise citations or inclusion from markup.
How is this different from an SEO audit?
An SEO audit examines technical and content factors in search discovery and the website journey. This audit adds a defined review of AI answers, cited sources, and answer readiness.
What should we improve first?
The first priority depends on the evidence. Common categories include unclear service explanations, unsupported claims, inconsistent business information, missing answers, or important pages that cannot be accessed.
A clearer next step.
Let’s find it together.
Tell us what you want to improve, what you have tried, and where you feel stuck. We’ll help define the next practical step.
Tell us what you need