01 F1 · Diagnosis
AI Visibility Audit
We test your brand across six AI answer engines and show you exactly how each one perceives, retrieves, and references you — or doesn't. The audit produces a structured baseline of your current AI visibility with prioritized fixes.
- 2–3 weeks
- SOR · CS · Top3
- Six engines
- None
The problem
Most brands have no idea how AI systems see them. They optimize for Google's ten blue links while AI answer engines generate answers that either cite competitors or omit their brand entirely. By the time you notice a drop in referral traffic, you've already lost recommendation share.
You can't fix what you can't see. Without structured data on how each AI platform retrieves and references your brand, you're guessing at what to change.
02What GoAnswers does
Systematic diagnosis across all major platforms
Platform-level query testing
We run branded and category queries across ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Copilot. We capture what each platform retrieves, cites, and recommends.
Entity disambiguation analysis
We map how AI systems interpret your brand entity — whether they connect it to the right attributes, associate it with the right topics, and distinguish it from similarly named entities.
Citation and recommendation scoring
We quantify how often your brand appears in AI-generated answers, when it's cited versus merely mentioned, and how often it's recommended over alternatives.
Gap analysis and prioritization
We compare your visibility against competitors, identify structural gaps in entity signals and content, and rank fixes by expected impact on citation share.
Deliverables
- Platform-by-platform visibility report across all six AI answer engines
- Entity disambiguation map showing how AI systems interpret your brand
- Citation frequency and recommendation rate benchmarks
- Competitor visibility comparison matrix
- Prioritized action plan ranked by expected impact on Share of Recommendation
Who it's for
Brands that suspect AI answer engines are citing competitors instead of them, but don't know where the gaps are.
Marketing teams that need data to justify entity optimization investments to leadership.
Any brand entering the AI visibility space for the first time and needs a structured baseline before building a strategy.
Answers
Frequently asked questions
What does the AI Visibility Audit measure?
The audit evaluates how AI answer engines perceive, retrieve, and reference your brand. We test across ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Copilot, measuring citation frequency, recommendation accuracy, and entity clarity.
How long does the audit take?
The full audit takes 2–3 weeks. We run queries across all six platforms, analyze retrieval patterns, map entity disambiguation issues, and compile findings into a structured report with prioritized actions.
Do you need access to our website or analytics?
No. The audit is external — we analyze how AI systems already see your brand based on publicly available data, training sources, and retrieval behavior. No credentials or analytics access required.
What happens after the audit?
You receive a detailed report covering entity clarity, content gaps, authority signals, and platform-specific issues. Most clients move into Entity & Knowledge Hub (F2) or Content Optimization (F3) based on audit findings.
The first move
Find out how six answer engines describe you.
The free AI Visibility Audit reports what ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude and Copilot say about your brand today — and where the gaps are.
- Platform-by-platform visibility snapshot
- Entity clarity assessment
- Competitor comparison
- Prioritized actions