A relevant question set
Define the products, services, markets and buyer questions to observe. Distinguish branded questions from discovery and comparison prompts.
Understand where your brand appears, what AI-generated answers say and which sources support them. A scoped AI visibility audit creates a documented baseline and a practical set of content, technical and brand-information priorities.
A single screenshot is not a visibility strategy. We build a defined sample around your audience’s research and comparison questions, then review the answers, citations and information gaps. The result is a useful starting point for decisions, with the limits of the sample made clear.
Define the products, services, markets and buyer questions to observe. Distinguish branded questions from discovery and comparison prompts.
Record observed mentions, linked sources, competing brands and factual inconsistencies across agreed platforms and test conditions.
Review whether important pages are accessible and provide clear, substantiated information about your offer, expertise and customer questions.
Connect findings to page improvements, factual corrections and further investigation. Explain what is observed, what is inferred and what needs more evidence.
Agree platforms, question groups, markets and observation conditions. Record the methodology so results can be interpreted.
Examine answers and supporting sources alongside relevant site content and technical access. Identify gaps and inconsistencies.
Deliver a baseline, supporting examples and a prioritised improvement brief. Agree whether a repeat monitoring programme is useful.
AI answers vary by platform, wording, time and user context. An audit reports the agreed sample; it does not measure every answer or represent a fixed ranking for your brand.
We connect AI findings with your wider SEO and content work. Clear information, useful evidence and accessible pages remain part of the foundation.
Your content, development and subject experts may all have a role. We agree whether the engagement ends at recommendations or includes implementation support and follow-up observations.
We can report observed visibility within a defined question set, but there is no single universal AI ranking. We document the conditions and avoid presenting a sample as complete market coverage.
No. AI platforms choose their own sources and answers. The audit identifies opportunities to improve your information and discoverability, without promising inclusion.
The audit establishes a baseline and recommendations. Monitoring repeats agreed observations over time, records changes and helps prioritise further investigation.
Tell us who your customers are and what you want to understand about your brand’s visibility. We’ll scope a useful first review.