Where does your brand appear?
We record which buyer questions include your brand and where competitors take the recommendation instead.
- Presence by buyer question
- Competitor patterns
- Differences between included AI tools
The AI Visibility Audit turns a visible gap into a clear explanation and ordered work plan. It shows where the pattern repeats, what causes it, and which changes deserve investment first.
What the audit answers
The audit connects the answers buyers see with the competitors, sources, pages, and website problems behind them.
We record which buyer questions include your brand and where competitors take the recommendation instead.
We trace the pattern back to sources, important pages, business facts, website access, and outside proof.
The work plan orders each gap by business value, strength of evidence, effort, and risk.
What you receive
The agreed questions, AI tools, dates, answers, screenshots, and limits.
Where each brand appears and which recommendation patterns repeat.
The pages, business facts, and outside sources connected to the answers.
Actions placed in order by value, evidence, what must happen first, and effort.
How the audit works
Choose the market, competitors, buyer questions, AI tools, and what the results can prove.
Record the answers, inspect the sources, and review the pages and conditions connected to the result.
Explain the gaps, rank the opportunities, and give your team a practical order for delivery.
Fit and boundaries
The triggering problem is usually a repeated absence, inaccurate description, weak comparison position, or unexplained competitor advantage across commercially important buyer questions.
Ownership and evidence
Question design, collection conditions, answer records, competitor and visible-source analysis, owned-site review, diagnosis, prioritization, evidence pack, and roadmap presentation.
Accurate business facts, access, subject-matter review, legal or compliance approval, internal constraints, customer evidence, and the final investment decision.
The audit records a bounded sample and tests likely explanations against available site, search, entity, and source evidence. AI outputs vary, so findings remain dated and conditional rather than guarantees.
Choose your next step
A short fit call confirms the market, buyer questions, access, and final deliverable before we scope the work.
FAQ
The free snapshot checks a small sample and finds one visible gap. The full audit checks more questions, reviews the sources and website, and gives you an ordered plan.
The number depends on the market and decisions being studied. We agree a set large enough to reveal patterns and small enough to interpret responsibly.
They can help us understand the problem but are not always required. We agree any access before work starts. It stays read-only unless delivery is included.
Yes. The findings, priorities, and evidence limits are documented so an internal team or existing partner can deliver the work.
No. It establishes the current evidence and the most defensible actions. AI systems remain outside our control.