AI Analysis
Measure how visible your brand is inside AI answers, then improve it.
Buyers now ask assistants for shortlists, and most brands cannot tell whether they appear.
A growing share of research never reaches a results page. People ask ChatGPT, Gemini or Perplexity which providers to consider, and the assistant names a handful. If your brand is not among them, you are excluded from the shortlist before the buyer has visited a single website.
This analysis measures that exposure directly: which prompts your category attracts, whether you appear in the answers, which sources the models draw from instead, and what would have to change for you to be cited. Measurement first, because you cannot improve what nobody has counted.
Know where you stand before you invest.
Our Case Studies and Client Results
Enterprise
The Coca-Cola CompanyEnterprise technical SEO audit and success for one of the world’s biggest brands.
Our Clients
What Sets Our AI Analysis Apart?
AI Visibility Audit
How often your brand appears across ChatGPT, Gemini, Perplexity and AI Overviews for the questions your buyers actually ask, measured rather than assumed.
Explore AI readiness auditsShare of Voice Tracking
How your presence in AI answers compares with your competitors, tracked over time so you can see the gap widening or closing instead of guessing at it.
Explore AI visibility trackingCitation and Source Analysis
The pages and publications models cite in your category, so you know exactly which sources decide your visibility and where your brand needs to be present.
Explore GEOContent Gap Review
The questions where you are missing from AI answers entirely, paired with the content that would change it. Gaps are the fastest wins in this channel.
Explore answer engine optimizationTechnical Readiness
Structured data, crawlability and content structure reviewed for how AI systems read and reuse your pages, which differs from how search engines rank them.
Explore technical SEOAction Plan and Reporting
A prioritized plan with clear reporting, so you can watch visibility improve as the work lands rather than waiting on a verdict months later.
See how we report
Our Proven Process
For AI Visibility
Measure the baseline: The prompts your buyers use, run across the major assistants, recording where you appear and where you do not.
Find the deciding sources: The publications and pages models cite in your category, mapped so you know where presence actually counts.
Close the gaps: A prioritized plan of content and authority work, tracked as share of voice rather than promises.
Frequently asked questions
Because a shortlist formed inside an assistant rarely gets revisited. When someone asks which providers to consider and hears three names, the brands left out never get evaluated, regardless of how well they rank in traditional search.
By running the prompts your buyers use across the major assistants, repeatedly and over time, then recording whether you appear, in what context and which sources were cited. It is sampling rather than a single test, because answers vary.
It overlaps but is not identical. Strong organic authority helps, yet assistants weigh source credibility, structured information and third-party corroboration differently. The audit shows exactly where the two diverge for your brand.
Influence, yes; control, no. Models draw on sources they trust, so the work is making your brand present and verifiable in those sources. That is a slower lever than advertising and a far more durable one.
A measured baseline of where you appear today, the competitors taking the space you want, the sources deciding it, and a prioritized plan. It stands on its own whether or not we do the follow-up work.
Quarterly suits most brands, since models and their sources change continuously. Categories with fast-moving competition benefit from the ongoing tracking rather than periodic snapshots.
We helped Our client get featured in.
Find Out If AI Recommends You.
Stop guessing whether assistants name your brand when buyers ask. Your consultation covers the prompts that matter in your category and what we already see in the answers.
You will walk away knowing where you stand against competitors and which gaps are worth closing first.
Contact UsAI visibility by experts.
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