AI Visibility Diagnostic
A one-time, deep read of where you stand inside AI answers: the prompts your buyers actually use, who gets cited instead of you, the size of the gap, and the exact sources you need to win, turned into a prioritised roadmap.
An AI visibility diagnostic is a one-time assessment of how a brand appears inside AI answers: the buyer prompts that trigger recommendations, which competitors are named and cited, the measurable gap between them, and the specific third-party sources answer engines trust for the category, synthesised into a prioritised plan to close the gap.
You can't close a gap you can't see.
Most teams have no idea what their buyers actually ask AI, which competitors those answers name, or why. So they guess at content and chase backlinks with no map. A diagnostic replaces the guessing with a baseline: what's asked, who wins, by how much, and what to do first.
What's included
AI buying journey map
The exact questions your buyers put to AI before they buy, including the comparisons and objections the models raise along the way.
Prompt intelligence
We test the real prompts across ChatGPT, Gemini, Claude and Perplexity, and record who gets named, why, and which sources the answer cited.
AI citation gap analysis
The plain numbers: your competitor is cited 38 times, you're cited 6, and exactly why the gap exists.
Source authority mapping
The specific sites, threads and listicles AI actually cites for your category, the targets to earn your way into.
Prioritised roadmap
Every finding turned into a sequenced plan, ordered by citation impact, so you know precisely what to do first.
How it works
Map the prompts
We build the buyer-question set that matters for your category and stage.
Run the engines
We test those prompts across the major answer engines and capture who's named and cited.
Score the gap
We quantify your share-of-voice versus competitors and trace where their citations come from.
Hand over the plan
You get the findings and a prioritised roadmap, yours to run, or to hand to us.
AI Visibility Diagnostic, answered.
The free audit is a quick taster: a visibility score, a handful of prompts and who's winning. The diagnostic is the full, paid version, a complete prompt set, citation-gap analysis, source authority map and a prioritised roadmap you can act on.
See where AI names you today.
We'll run a free AI visibility audit for your category, so you know exactly where this work needs to move the needle.