How to create an AI visibility audit report
An AI visibility audit is the single best way to sell an AI visibility engagement - it shows a prospect exactly where competitors are cited by AI and they are not. Here is how to build one, and how to do it in minutes.
The short answer
To create an AI visibility audit report, define the brand, its competitors, and the buyer prompts that matter, then run each prompt across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews and record who is mentioned. Score mention rate and share of voice, flag the high-intent prompts where the brand is missing, map each gap to a specific recommendation, and package it into a branded, client-ready report. A tool like Surva.ai automates the querying, scoring, and reporting so the whole audit takes minutes.
The 6-step process
Define the brand, competitors, and buyer prompts
Start with the brand, 3 to 5 real competitors, and the actual questions buyers ask AI - "best [category] tool," "[competitor] alternatives," "how do I [job]." Prioritize prompts with buying intent. Prompt tracking helps you find them.
Run each prompt across the AI platforms
Query ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews with each prompt and record which brands are mentioned and cited. Doing this by hand is tedious and inconsistent - AI visibility tracking runs every prompt across every platform automatically.
Score mention rate and share of voice
Calculate how often the brand appears across all prompts and platforms (mention rate) and how that compares to competitors (share of voice). These two numbers are the headline of the report and the thing clients remember.
Identify the visibility gaps
Flag the high-intent prompts where competitors are cited and the brand is missing entirely. These gaps are the most persuasive part of the audit - and the exact work you will propose. Competitor intelligence shows who is winning each one.
Turn gaps into recommendations
An audit without next steps is just bad news. Map each gap to a concrete action: content to create, page structure or schema to fix, or authority signals to build. This turns the report into a proposal. Run an AI SEO audit to catch on-page issues too.
Package it into a branded report
Present the findings in a clean, client-ready format: executive summary, share-of-voice chart, prompt-by-prompt breakdown, and prioritized recommendations. Agency mode generates white-label reports you can hand straight to the client.
What to include in the report
1. Executive summary
The brand's overall mention rate and one-line verdict on where they stand.
2. Share of voice vs competitors
A simple chart comparing the brand's AI appearances against named rivals.
3. Prompt-by-prompt breakdown
For each buyer prompt: is the brand mentioned, on which platforms, and who wins if not.
4. Prioritized recommendations
The specific actions to close the top gaps - which becomes your proposal.
Frequently asked questions
What is an AI visibility audit?
An AI visibility audit measures how often and how prominently a brand is mentioned by AI platforms like ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews for the questions its buyers ask. It compares the brand against competitors and turns gaps into a prioritized action plan.
How do I create an AI visibility audit report quickly?
Define the brand, competitors, and buyer prompts, run those prompts across the major AI platforms, then score mention rate and share of voice, flag the gaps, and map each to a recommendation. Surva.ai automates the querying, scoring, and reporting so an audit takes minutes.
What should an AI visibility audit report include?
An executive summary of mention rate, a share-of-voice comparison against competitors, a prompt-by-prompt breakdown of where the brand appears or is missing, the competitors winning each prompt, and a prioritized list of recommendations.
What metrics matter in an AI visibility audit?
Mention rate, share of voice, position or prominence within answers, and platform coverage. Track these over time to show progress.
Can I white-label an AI visibility audit report for clients?
Yes. With Surva.ai's agency features you can generate branded, white-label audit reports for each client, so the audit doubles as a lead magnet and a recurring monthly deliverable.