// services / aeo-audit · AEO AUDIT
Find out what ChatGPT, Perplexity, Gemini & Claude actually say about you.
A focused, fixed-fee audit of your visibility inside the major LLM answer surfaces. Brand-prompt sweep, citation breakdown, gap analysis, fix plan — in 5 working days.
WHAT IT IS
A 5-day audit running 80–120 buyer prompts across all four major LLMs, mapping where you're cited, where competitors win, and what's causing the gap.
WHO IT'S FOR
Brands with strong traditional SEO who suspect (or know) they're losing share to AI answers; B2B teams seeing organic traffic flatten while category buying continues.
OUTCOME
A clear visibility baseline, a competitor citation map, and a 30-day fix plan with the cheapest path to citation parity.
// what's included
Deliverables,
itemised.
// process · how this engagement runs
Five steps. No theatre.
Brief
A 30-min scoping call. You define your priority buyer questions and key competitors.
Prompt sweep
80–120 prompts across all four LLMs, captured with timestamps and source citations.
Citation map
Share-of-citation report — where each competitor wins, where you do, where everyone is invisible.
Gap analysis
Why the gaps exist — usually a mix of content, schema, and third-party mention density.
Fix plan
A 30-day plan: highest-leverage content rewrites, schema fixes, mention plays. Each scoped with effort + likely impact.
// pricing
Delivered in 5 working days. Credits towards an ongoing AEO engagement.
Get a quote for your scope →// what makes the price honest
- 01 No agency margin layered on top of the work
- 02 No juniors fronted as senior practitioners
- 03 No retainer designed to outlast the problem
- 04 Fixed scope where possible; transparent T&M where not
// proof · speaking + practice
// faq · frequently asked
The questions buyers actually ask.
01 How can I see what AI tools actually say about my brand?
How can I see what AI tools actually say about my brand?
Running a structured prompt sweep across the major LLMs — the same buyer questions, captured with timestamps and source citations, repeated quarterly. That's exactly what this audit produces.
02 What's in an AEO audit?
What's in an AEO audit?
A prompt sweep across ChatGPT, Perplexity, Gemini and Claude (80–120 questions), share-of-citation report, competitor citation map, gap analysis, structured-data review, and a 30-day fix plan with effort estimates.
03 How is this different from a regular SEO audit?
How is this different from a regular SEO audit?
An SEO audit covers classical organic search (Google, Bing). An AEO audit covers LLM answer surfaces — which use different signals (training data, retrieval, entity recognition) and require different fixes. The two are complementary, not duplicative.
04 Which LLMs do you audit?
Which LLMs do you audit?
ChatGPT (OpenAI), Perplexity, Gemini (Google), Claude (Anthropic), plus a Google AI Overview presence scan. Together these cover 95%+ of commercial AI-search query volume in 2026.
05 How accurate is the data given LLMs are non-deterministic?
How accurate is the data given LLMs are non-deterministic?
I run each prompt 3 times per LLM and report distribution — so you see consistency, not just one snapshot. Citation share is statistically meaningful even with non-determinism; you're measuring a trend, not a single output.
06 What do I do after the audit?
What do I do after the audit?
The fix plan is built so your team or contractors can action it directly. If you want help implementing, the audit credits towards an ongoing AEO engagement.
// ready?