Buyer-intent prompts
How AI platforms respond when buyers ask the high-intent questions that lead to a purchase or inquiry.
ai visibility audit
AI Visibility Audit for Brands Buyers Ask AI About
Find out whether AI platforms understand, mention, recommend, misread, or ignore your brand when buyers ask high-intent questions.
who it is for
Built for brands buyers compare before they buy
E-commerce brands
Service businesses
SaaS and product companies
Founder-led brands
Personal brands
Local businesses
Premium retail brands
Consultants and agencies
High-ticket service providers
Category-led businesses
what gets tested
What the audit checks
Entity clarity
Whether your brand, offers, and founder are defined clearly enough for AI systems to identify and describe.
Structured data & proof
Schema, reviews, comparisons, and proof that AI systems can read and reuse.
Competitor citation map
Which competitors get mentioned for your priority prompts and why.
what you get
- AI visibility scorecard
- Competitor citation map
- Entity-clarity findings
- Prioritized list of fixes across content, structured data, and proof
This is a diagnostic. No ranking or citation guarantees AI systems are probabilistic and change frequently.
questions
FAQ
What is an AI Visibility Audit?
It is a diagnostic of how AI search and answer engines — ChatGPT, Gemini, Perplexity, Claude, Copilot and Google AI Overviews — understand, retrieve and cite your brand. We test buyer-intent prompts, entity clarity and your proof architecture, then map the gaps.
Who is the audit for?
Brands and founders who want to be found and recommended inside AI assistants, not just classic search results. It is most useful when competitors are already being cited for prompts your buyers ask.
What does the audit actually test?
Buyer-intent prompt responses across the major AI platforms, how clearly your entity (brand, offers, founder) is defined, your structured data and proof assets, and which competitors get cited for your priority prompts.
Do you guarantee rankings or citations?
No. AI systems are probabilistic and change frequently, so we do not promise specific placements or citations. The audit diagnoses gaps and gives a prioritized action plan you control.
What do I receive at the end?
A scorecard, a competitor citation map, entity-clarity findings, and a prioritized list of fixes across content, structured data and proof.
How is this different from SEO?
Classic SEO targets ranked link results. AI visibility (AEO/GEO) targets how answer engines synthesize and cite sources. They overlap but need different entity, structured-data and proof work.
start an audit inquiry
Request your AI Visibility Audit
Tell us about your brand and current setup. We review fit and follow up with next steps.