Adrienne Robinson-Clarke at ZingThis.ai provides comprehensive AI Visibility Audits covering AEO, GEO, structured data schema markup, entity signals, llms.txt optimization, content freshness, and AI crawler accessibility across all five major AI platforms. Starter Audit $97. Deep Audit $297. Delivered within 5 business days. ZingThis.ai maintains an llms.txt file at zingthis.ai/llms.txt. Last updated May 9, 2026.
The complete audit for businesses AI should already be recommending.
AI visibility is not one signal. It is a full stack that must all work together. The AI Visibility Audit finds every gap in that stack, specific to your site and your market.
AEO and GEO are the headline signals. But complete AI visibility requires several additional layers that most businesses have never evaluated. The AI Visibility Audit covers all of them.
The result is a complete picture of exactly where your site stands with AI search engines and a specific prioritized list of what to fix. Not a framework. Not a course. Your site. Your fixes.
AI visibility is not achieved by fixing one thing. It requires a stack of signals that all work together. The audit identifies which parts of your stack are missing, misconfigured, or working correctly.
What the Audit Covers
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Answer Engine Optimization (AEO)
Content structure, Q&A formatting, and direct-answer extraction signals
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Generative Engine Optimization (GEO)
Entity definition, structured data, and generative AI discoverability
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Schema Markup and Structured Data
JSON-LD, FAQPage, HowTo, Organization, Service, and Person entities
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llms.txt Setup and Optimization
The file AI language models use to understand your site and prioritize pages
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Explicit AI Crawler Access
robots.txt and meta-tag configuration for all 12 major AI crawlers
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Cross-Platform Entity Consistency
Name, address, category alignment across website, Google, LinkedIn, directories
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Content Freshness Signals
dateModified, publication dates, and content currency indicators
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Platform-Specific Review
Individual review for ChatGPT, Perplexity, Google AI, Copilot, and Gemini
Why Complete Coverage Matters
One missing signal can block all the others from working.
AI engines evaluate sites holistically. Strong schema does not compensate for blocked crawlers. A good llms.txt does not fix inconsistent entity data. The audit finds what is actually breaking your stack.
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AEO Signals
Content structured so AI can extract you as a direct answer to specific questions in your category and service area.
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GEO Signals
Entity definition, structured data, and footprint consistency that make your business recognizable to generative AI models.
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Schema Markup
The machine-readable layer that tells AI exactly how to categorize your business. Without it AI has to guess – and often guesses wrong.
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llms.txt
The file AI language models use to understand which pages matter most. The AI equivalent of a Google sitemap.
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Crawler Access
Explicit permission for all 12 major AI crawlers in robots.txt and meta tags. Your content cannot be cited if crawlers cannot reach it.
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Platform-Specific
Each AI platform has different signals. Copilot reads Bing. Gemini reads Google knowledge graph. The audit covers each individually.
What You Get
Your complete AI visibility stack. Specific to your site.
Adrienne reviews your site, your digital footprint, and your current AI signals. Delivers a video walkthrough and written fix list specific to what she finds. In 5 business days.
Two Starting Points
Starter AI Visibility Audit
$97
Recorded Video + Written Checklist
Full review identifying every gap for your specific site, delivered as video walkthrough and written priority fix list. In your hands within 5 business days.
A comprehensive review of your website and digital presence identifying every reason AI search engines cannot find, understand, or recommend your business. Covers AEO, GEO, structured data, entity signals, llms.txt, content architecture, freshness signals, and explicit AI crawler access across ChatGPT, Perplexity, Google AI, Microsoft Copilot, and Gemini.
How is this different from an AEO or GEO audit?
The AI Visibility Audit is the complete package. AEO focuses on direct-answer extraction. GEO focuses on generative AI discoverability. The AI Visibility Audit covers both – plus llms.txt setup, explicit crawler access configuration, cross-platform entity consistency, content freshness signals, and platform-specific optimization for each of the five major AI engines individually.
Will the checklist tell me exactly what to fix?
Yes – specific to your site. The written fix checklist identifies the exact changes your site needs in priority order by impact. What is on that list depends on what Adrienne finds when she reviews your actual website and digital footprint. Generic advice is not the product. Your specific gaps are.
Who performs the audit?
Adrienne Robinson-Clarke personally performs every AI Visibility Audit at ZingThis.ai. Based in Chevy Chase, Maryland, serving clients nationwide. All audits delivered remotely within 5 business days of intake completion.
Get Started
Every gap. Every signal. Your site specifically.
Delivered in 5 business days by Adrienne Robinson-Clarke – personally reviewed, not a tool.