AI visibility audit -
see where you're invisible to ChatGPT, Perplexity & AI Overviews.
A productised audit that benchmarks your brand citation share across ChatGPT, ChatGPT Search, Perplexity, Gemini, Copilot, Claude and Google AI Overviews. Prompt-landscape mapping, competitor benchmark, entity & schema diagnosis and a prioritised 90-day fix roadmap - delivered in 5-7 working days.
Everything inside a Growth Anchors
AI visibility audit.
Six deliverables shipped as a structured dataset, an executive PDF and a 60-minute readout - so your team can audit every number row by row.
Prompt-landscape mapping
We map 30-100 of the exact conversational prompts your buyers ask LLMs - segmented by intent, funnel stage and competitor mention frequency.
Citation share across 12+ engines
Every prompt run across ChatGPT, ChatGPT Search, Perplexity, Gemini, Copilot, Claude and Google AI Overviews. Brand and source URL captured for every answer.
Competitor benchmark
Your citation share vs your top 3-5 named competitors per prompt. See exactly which competitors are owning which prompts and why.
Entity authority review
Audit of your Wikipedia, Wikidata, LinkedIn, Crunchbase and structured directory presence - the entity graph LLMs use to disambiguate brands.
Schema & on-page audit
Sitewide schema coverage check (Organization, FAQ, HowTo, Article, Product, Person, Breadcrumb) plus conversational on-page review.
90-day fix roadmap
Prioritised action plan ranked by expected citation lift, effort and dependency. Hand it to your team or run it with our GEO retainer.
Six stages from prompt list
to fix roadmap.
A repeatable methodology run across every Growth Anchors AI visibility audit - from focused SMB scans to enterprise multi-market engagements.
- 01
Scope & prompt list
Discovery call to align on category, ICP, competitors and markets. We then draft a 30-100 prompt list covering top, mid and bottom-funnel questions for your sign-off before any scans run.
- 02
Multi-engine scan
Every approved prompt is run across 12+ AI engines. Every cited brand, every source URL and every answer snippet is logged into a structured dataset you can audit row by row.
- 03
Citation share benchmark
We calculate your citation share per prompt, per engine and per funnel stage - and compare it against your named competitors. Gap heat-map shows where you should be cited but aren't.
- 04
Entity & schema diagnosis
Audit your entity graph (Wikipedia, Wikidata, LinkedIn, Crunchbase, directories) and sitewide schema. Isolate the structural reasons LLMs are skipping you.
- 05
Content & PR gap analysis
Map the source URLs LLMs are citing for competitors and identify the source-grade content and Digital PR your brand needs to overtake them.
- 06
Roadmap & readout
A 90-day prioritised fix roadmap (entity, schema, content, PR) plus a 60-minute exec readout. Implement in-house or roll into our GEO + AEO retainer.
12+ AI engines tracked
in every audit.
Wherever your buyers ask, we audit. Add or remove engines based on where your category actually searches.
ChatGPT & ChatGPT Search
OpenAI's flagship LLM and its real-time search surface - the highest-volume generative engine globally.
Perplexity
Citation-heavy answer engine. High commercial intent, every answer ships source links.
Google AI Overviews
Now on 58%+ of Google queries. AI Overviews ownership is the new featured snippet.
Gemini
Google's consumer LLM, deeply tied to Workspace, Android and Chrome.
Microsoft Copilot
Bing-powered, deeply embedded in Windows, Edge and Microsoft 365.
Claude
Anthropic's enterprise-favoured LLM. Cited heavily in B2B research workflows.
Meta AI
WhatsApp, Instagram and Facebook surfaces. Growing fast in consumer queries.
You.com, Brave, Arc, Komo, Phind
Long-tail AI search engines that capture niche developer, researcher and privacy-focused intent.
Questions buyers ask
before they book.
Don't see your question? Send it via the contact form.
An AI visibility audit is a structured review of how often, where and how your brand is cited inside generative AI engines - ChatGPT, Perplexity, Gemini, Copilot, Claude and Google AI Overviews. It benchmarks your citation share against named competitors across the prompts your buyers actually ask, identifies the entity, schema and content gaps stopping LLMs from picking you, and prioritises fixes by expected lift.
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See your AI visibility before you buy.
Send us 10 prompts your buyers ask. We'll run them across ChatGPT, Perplexity, Gemini & AI Overviews and ship a free sample report inside 48 hours - no obligation.