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AEO & GEO Answer Engine Audit
For forward-thinking brands positioning to be cited as the definitive answer across ChatGPT, Perplexity, Claude, and Google AI Overviews. Audits knowledge graphs, entity definitions, and structured LLM exports.
Thanks. Your answers are in.
We review every response and reply with a written diagnostic within 2 working days.
What happens next.
Read
Our senior strategists read every single answer. No automated bots or fake scores.
Audit
We produce a written audit identifying leakages, ad waste, and growth upside within 2 working days.
Priorities
We map out the exact first 3 tests or sprint actions we would execute and why.
Call
If there is mutual commercial fit, we review the findings live on a 30-minute growth roadmap call.
The complete discovery questions and why each matters.
We believe in complete transparency. Below is the full set of diagnostic questions our agency uses when auditing commercial growth. Use this as an internal team checklist or submit above for our written audit.
Does your website feature clear, unambiguous definition sentences explaining exactly what your company does in the first paragraph?
Why this matters: LLM knowledge extraction algorithms favor concise, unambiguous entity definitions over flowery marketing jargon.
Is your service and product content formatted in question-and-answer blocks directly matching natural user prompts?
Why this matters: Answer engines extract direct, authoritative Q&A nodes to synthesize conversational responses.
What authoritative industry sources, trade publications, and directories currently cite your brand?
Why this matters: Generative engines corroborate facts across multiple trusted external sources before including a brand in synthesized recommendations.
Does your company publish original benchmarks, proprietary data, or client survey statistics?
Why this matters: AI engines cite original sources of data rather than second-hand summaries, creating defensible citation moats.
Is your JSON-LD schema connected in an interconnected graph using `@id` node relationships?
Why this matters: Interconnected schema graphs allow LLM crawlers to map relationships between your organization, services, founders, and FAQs without ambiguity.
Is your website documentation summarized in a clean /llms.txt file following the emerging AI scraper standard?
Why this matters: Provides an efficient markdown roadmap that AI scrapers can parse in milliseconds without rendering heavy web pages.
When querying Perplexity for 'Best [your industry] in [your market]', what 3 sources does it cite?
Why this matters: Reveals the exact web domains we must influence through PR and content syndication to earn AI citation placement.
Are there any hallucinated claims, outdated pricing, or legacy addresses that AI models output for your brand?
Why this matters: Systematically correcting public web references prevents AI search engines from relaying inaccurate information to potential buyers.
Do your articles and case studies feature named authors with verifiable professional credentials?
Why this matters: AI search models weigh author expertise and verified authority when selecting source citations for commercial recommendations.
What are your top 5 high-value commercial prompts where being the #1 AI recommendation directly drives revenue?
Why this matters: Focuses generative optimization sprints on revenue-generating prompts rather than low-value general queries.
Questions, answered first
What is an AEO & GEO audit questionnaire?
A strategic audit assessing how your brand is perceived, cited, and recommended across AI search engines like ChatGPT, Perplexity, Claude, and Google AI Overviews.
How does AEO differ from traditional SEO?
Traditional SEO optimizes for 10 blue links on a search results page; AEO/GEO optimizes for direct answer extraction, entity authority, and being cited as the definitive source in synthesized AI responses.
What happens after submitting this audit?
Our AEO team runs multi-model diagnostic tests across leading LLMs and delivers a written citation roadmap within 2 working days.