Answer observations
Record how the brand and relevant alternatives appear across the agreed buyer-question sample, with the market, search experience and date preserved.
AI visibility audit
AI Visibility Audit for ChatGPT and AI Search
Find visibility gaps, citation patterns and high-intent questions that shape how AI search presents your brand.
Agree the inputs
Define the sample before the findings.
The scope records the brand, market, buyer questions, relevant competitors and search experiences included in the review. That context makes each observation understandable and keeps a focused sample from being presented as the whole market.
Read the audit checklistUseful inputs for scoping
- The website, priority offers and target market or language.
- Buyer questions from sales, support, product or customer research.
- Relevant competitors or alternatives and why buyers compare them.
- Approved product, service and brand facts, plus the people who review them.
- Available analytics or inquiry definitions, with access and privacy limits recorded.
Review the evidence
From answers and sources to page-level findings.
We record observations before recommending changes. Every supported finding stays connected to its source, relevant page and business purpose.
Citation and source review
Capture cited URLs, check what each page supports and separate controlled website gaps from information your team cannot directly change.
Page and evidence checks
Review the pages that should answer each question for clarity, approved evidence, internal routes and relevant technical access signals.
Prioritized action record
Connect every supported finding with an affected URL, owner, dependency and validation step so the handoff can become a working plan.
Receive the handoff
A prioritized record your team can act on.
Recommendations identify their purpose and dependencies. Implementation remains distinct so the proposal is clear about what the audit finishes and what requires follow-up work.
- An agreed buyer-question and competitor sample with the review conditions documented.
- An answer-and-source register that keeps observations, citations and affected pages together.
- A findings log that separates evidence from hypotheses requiring further validation.
- A prioritized roadmap with owners, dependencies, acceptance checks and unresolved inputs.
- A review session covering the findings, limitations and realistic implementation options.
Before you start
Questions about the audit.
What should we provide for an audit?
Your website, target market, priority products or services, brand terms and relevant competitors help define a useful question set. We also identify the business and publishing owners needed to verify facts and act on findings.
Does the audit include implementation?
The audit delivers findings and a prioritized roadmap. Content, technical implementation and ongoing measurement are included only when they are explicitly agreed as a separate part of the scope.
Do you guarantee a mention or citation?
No. AI answers vary by question, system, location and time. The audit documents a defined sample and identifies practical work; it cannot control future answers or guarantee placement.
Is the free website check the same as an audit?
No. The free check reviews one public page, robots.txt and sitemap.xml for a limited set of website foundations. A scoped audit adds buyer questions, answer observations, cited-source review, competitor context and a prioritized handoff.
Discuss the questions your audit should answer.
Share your website, target market and the visibility gaps you want to investigate. We will define the scope and required inputs before work begins.
Discuss an audit