
Citation & mention share across 4 AI engines
Integral part of our AI Visibility Audit strategy.
A point-in-time read of where you appear across ChatGPT, Perplexity, Gemini and Google AI Overviews — and exactly why.

Brands across the industries we serve
A point-in-time read of where you appear across ChatGPT, Perplexity, Gemini and Google AI Overviews — and exactly why.
About This Service
You cannot fix what you cannot see. Our AI Visibility Audit measures your citation and mention share across the major answer engines, benchmarks it against your competitors, and traces every gap to a cause: blocked AI crawlers, missing schema, ambiguous entities, or passages the model cannot lift. You leave with a scorecard and a prioritised GEO roadmap ranked by expected citation lift.
Talk to a Specialist
Get a Free Consultation →Citation & mention share across 4 AI engines
AI-crawler + llms.txt + schema coverage check
Entity & knowledge-graph gap analysis
Competitor citation benchmark
Prioritised, impact-scored GEO roadmap
Pain Points
The patterns we see across new audits — and the fixes baked into every engagement.
ChatGPT, Perplexity and AI Overviews cite competitors, not you. An audit reveals why and what to fix.
You can't improve AI visibility you can't measure. We baseline your citation presence across engines.
Wanting AI visibility isn't a strategy. We deliver a prioritised roadmap to earn citations.
AI answers are cutting clicks. Being the cited source is the new visibility — we audit your readiness.

Measurable Results
Every AI Visibility Audit engagement starts with a measurable goal — revenue, qualified pipeline, or first-page rankings on your highest-intent terms. We instrument the work end-to-end so you can see the trajectory in week two, not month six.
Brands Ranked
Industries
Client Rating
Features
Integral part of our AI Visibility Audit strategy.
Integral part of our AI Visibility Audit strategy.
Integral part of our AI Visibility Audit strategy.

Added value to maximize your return on investment.
Added value to maximize your return on investment.
No retainers without a measurable outcome attached. Every sprint is anchored to a KPI we agreed on in week one — with weekly Loom updates, a shared dashboard, and a senior strategist on every call.
Our Process
A proven 4-step framework that compresses time to results without cutting corners.
We measure where you stand today across ChatGPT, Perplexity, Gemini and AI Overviews — citation share, crawler access, schema and entity coverage — against your competitors.
A prioritised plan: the entities to own, the schema to ship, the passages to make quotable and the crawler fixes that unblock the engines — sequenced by expected citation lift.
Content restructured for citability, entities and knowledge-graph signals built, structured data and llms.txt shipped — implemented by the same team, not handed off as a to-do list.
Ongoing citation and mention monitoring across the engines, in a live dashboard, so gains are provable and the next round targets the answers you still do not own.

You can't improve what you can't measure — so an AI-visibility audit baselines how you appear across ChatGPT, Perplexity, Google AI Overviews and Bing Copilot: which queries cite you, which cite competitors, and where you're invisible. We test your priority topics across the engines that matter and quantify your citation presence. A clear baseline of your AI visibility is the prerequisite to earning more of it.

Being absent from AI answers has causes — content that isn't citable, missing entity and authority signals, no structured data, thin passage-level answers. We diagnose why AI engines cite competitors instead of you: the content, authority and technical gaps that keep you out of generated answers. Diagnosing the specific reasons you're not cited is what makes fixing it possible.

An audit is only useful if it tells you what to do — so we deliver a prioritised roadmap to earn AI citations: the content, entity, authority and technical work ranked by impact and effort, sequenced so you improve AI visibility systematically rather than hoping. A clear roadmap turns "we want to appear in AI answers" into an executable plan.
Real Results
Average measurable wins across active engagements — every number traceable inside the dashboards we ship clients.
FAQs
Quick answers to the things buyers always check first.
Still have questions? Talk to a specialist
Pair with classic SEO
AI visibility and classic rankings run on shared foundations. Pair this with our 200+ point SEO Audit for the complete picture — technical, content, authority and AI, on one roadmap.
See the SEO AuditNo account-manager buffer and no juniors learning on your budget — you work directly with the people who do the work.



Co-Founder & Product Officer, Head of AI / Data
14+ yrs engineering · AI agents, MCP & automation

Free site audit · results in 60 seconds
Drop your URL, pick the goal you care about most, and we'll show you exactly where the traffic is leaking — technical, content, or authority. No pitch, no obligation, no sales script.
From our clients
Every quote below is from a real client engagement. We only report what we can tie to a ranking, a booking, or a pipeline number.








A lot of moving parts, kept organized from start to finish. Clear communication, reliable technical direction, and every deadline met without delays.

Daniel Brooks
SaaS growth lead
Structured, reliable, and clear. They explained the process, responded quickly to questions, and completed everything according to plan.

Evan Parry
Real-estate marketing lead
They compressed what we expected to be a nine-month sandbox into a couple of months. The authority plan and outreach stack were exactly what a brand-new site needed.

Filip Gavrilovski
iGaming acquisition lead
Well-researched, well-structured content that aligned perfectly with our goals. Organized, easy to collaborate with, and consistently on time.

Holly Caunt
Content lead
Our traffic had been flat for a long time. Their strategy was well thought out and we started seeing real momentum soon after implementation.

Jack Evans
Startup founder
The technical audit uncovered issues we had no idea about. Clear explanations, practical recommendations, and a report that told us exactly what to fix first.

James Williams
Law-firm marketing lead
Understood the brief after a single call and executed with confidence. Delivered on schedule with excellent communication the entire way through.

Jenny Abouobaia
Agency owner
They consistently identify high-quality opportunities, keep communication clear, and deliver exactly what we need. A partnership we plan to keep.

Jessica Levenson
Marketing director
Contact
Get in touch with our SEO experts for a free consultation. Let's discuss how we can drive measurable organic growth for your business.
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