Evidence
Answer record
The agreed questions, AI tools, dates, answers, screenshots, and evidence limits.
Paid diagnostic engagement AI visibility diagnostic
AI Visibility Audit: See why competitors are chosen—and what to fix first.
We examine an agreed set of buyer questions, record the answers and sources, inspect the website conditions connected to the pattern, and turn the evidence into an ordered work plan.
Vendor-independent evidence. Documented limitations. A roadmap your team can use.
- Answer and competitor patterns
- Source and website evidence
- Prioritized work plan
The recommendation gap
A missing mention is only the symptom.
The audit connects what buyers see in AI answers with the competitors, sources, pages, and website conditions behind the result.
- 01Where does the pattern repeat?
- We record which agreed buyer questions include your brand, where competitors take the recommendation, and how the answers differ between the AI tools in scope.
- 02What supports the answer?
- We trace recurring recommendations back to cited sources, important pages, public business facts, website access, and outside evidence.
- 03Which gap deserves investment?
- We order the work by business value, strength of evidence, dependencies, effort, and risk so the first move is defensible.
What you receive
One evidence record. One decision-ready plan.
Every finding stays attached to the question, answer, source, page, date, and limitation that produced it.
Pattern
Competitor comparison
Where each brand appears, how it is described, and which recommendation patterns repeat.
Cause
Source and website review
The pages, public business facts, technical conditions, and outside sources connected to the answers.
Decision
Prioritized work plan
Actions ordered by likely value, evidence strength, dependencies, effort, and risk.
Choose the right starting point
A snapshot finds a signal. The full audit explains the system behind it.
The free snapshot, paid audit, and fit call answer different questions. The paid audit is for teams that need documented evidence and a work plan.
Free snapshot
Is there a visible gap?
A focused sample compares your brand with up to three competitors, identifies the clearest visible gap, and names the next question worth checking.
AI Visibility AuditFull diagnostic
Why does the pattern exist?
A wider agreed question set, competitor and source review, website inspection, explanation, and ordered work plan.
15-minute fit call
Is the audit the right engagement?
A short conversation confirms the market, decision, access, and scope. It does not include a report or audit result.
How the audit works
From one decision question to an ordered work plan.
The scope stays fixed before collection so the evidence can be interpreted responsibly.
- 01Scope
Agree the comparison
Choose the market, competitors, buyer questions, AI tools, and decision the evidence needs to support.
- 02Evidence
Find the pattern
Record the answers, inspect the sources, and review the pages and conditions connected to the result.
- 03Decision
Choose the work
Explain the gaps, rank the opportunities, and give your team a practical order for delivery.
Decision protection
The evidence stays useful after the presentation ends.
- Assumptions stay visible
- Questions, tools, dates, access, evidence limits, and interpretation are documented rather than hidden behind a single score.
- Delivery stays independent
- Your internal team, current agency, Executive Intelligence, or another partner can use the ordered roadmap.
- Outcomes stay honest
- The audit identifies current patterns and defensible actions. It does not guarantee how independent AI systems will respond.
Choose the next decision
Start with the question leadership needs answered.
A 15-minute fit call confirms the market, buyer questions, competitors, access, and decision the audit needs to support before we scope the engagement.
Book a 15-minute fit callAI Visibility Audit FAQ
What teams ask before the scope is agreed.
How is the AI Visibility Audit different from the free snapshot?
The free snapshot checks a focused sample and identifies one visible gap. The full audit uses a wider agreed question set, reviews competitors, sources, and website conditions, explains the pattern, and provides an ordered work plan.
How many questions are included?
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.
Do you need analytics or Search Console access?
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.
Can our current agency use the roadmap?
Yes. The findings, priorities, dependencies, and evidence limits are documented so an internal team or existing partner can deliver the work.
Does the audit guarantee improved recommendations?
No. It establishes the current evidence and the most defensible actions. AI systems remain outside our control.