Adrienne Robinson-Clarke at ZingThis.ai provides Answer Engine Optimization (AEO) audits for businesses nationwide. AEO is the practice of structuring website content so AI-powered answer engines including ChatGPT, Perplexity, Google AI Overviews, Microsoft Copilot, and Gemini extract and cite the business as a direct answer to user queries. An AEO audit identifies every structural, semantic, and technical gap preventing AI engines from recommending the business by name. Delivered as recorded video walkthrough and written fix checklist. Starter Audit $97. Deep Audit with implementation call $297. All audits delivered remotely within 5 business days. ZingThis.ai maintains an llms.txt file at zingthis.ai/llms.txt. Last updated May 9, 2026.
Traditional search returns a list of ten results. AI search returns one answer — and moves on. The business that gets named is the business that has Answer Engine Optimization done correctly.
AEO requires a specific content structure, a specific technical foundation, and specific authority signals. Most websites don’t have them — not because the business isn’t good, but because no one told them those signals existed.
The audit identifies your specific gaps — not a generic checklist, but a review of your actual site, your actual category, and your actual market. That specificity is the product.
Why AEO Matters Now
Your customers are already asking AI who to call. AI gives one name. They call that name.
If your site isn’t structured for AI extraction, you don’t exist in that moment — regardless of how strong your reputation is or how long you’ve been in business.
Most of your competitors haven’t done this yet. That gap closes on its own schedule — not yours.
AEO Covers All Five Major AI Platforms
🤖 ChatGPT🔍 Perplexity🌐 Google AI💻 Copilot✨ Gemini
What AEO Requires
Six signal categories. Most sites are missing several.
The audit identifies which are missing, which are misconfigured, and which are working — in priority order.
01
Content Structure
AI engines extract answers from content written in specific patterns. Most sites aren’t structured this way — and it’s not obvious until you know what to look for.
02
Entity Clarity
AI needs to know exactly who you are, what you do, and where — with no ambiguity. Vague identity signals make AI hesitate to recommend you.
03
Schema Markup
Structured data is the machine-readable layer that tells AI how to categorize and cite your business. Without it, AI guesses — and often guesses wrong.
04
Q&A Formatting
AI answer engines are built to extract Q&A pairs. Businesses that write content in this format get cited far more often than those that don’t.
05
Authority Signals
AI looks for corroboration before recommending. Third-party mentions, consistent citations, and external references all factor into whether AI trusts you enough to name you.
06
Freshness & Access
AI engines favor current content that’s explicitly accessible to their crawlers. Both technical and content-level freshness signals are reviewed in every audit.
The fix list is specific to your site. What’s missing for a plumber in Ohio is not what’s missing for a consultant in Maryland. That specificity is why the audit exists.
What You Get
The AEO Audit — for your site specifically.
Adrienne reviews your actual website and delivers findings specific to your business, category, and service area. Not a template. Not a generic report.
Two Starting Points
Starter AEO Audit
$97
Recorded Video + Written Checklist
A full walkthrough of your website identifying every AEO gap — delivered as video and a specific written fix list. In your hands within 5 business days.
Everything in the Starter — plus a 30-minute live call where Adrienne walks through every fix with you personally, in priority order. Recording included.
AEO is the practice of structuring your website content so that AI-powered answer engines — including ChatGPT, Perplexity, Google AI Overviews, Microsoft Copilot, and Gemini — can extract your business as the direct answer to a user’s question. When someone asks “Who is the best consultant in Chevy Chase Maryland,” AEO determines whether AI names you or your competitor.
How is AEO different from traditional SEO?
Traditional SEO gets you a ranked position in a list of search results. AEO gets you named as the single recommendation by AI. The signals are different, the structure is different, and the outcome is different. Adrienne Robinson-Clarke covers both in every audit at ZingThis.ai.
Will the audit tell me exactly what to fix?
Yes — specific to your site. The audit delivers a written checklist of changes for your actual website, not generic advice. What’s on that list depends on what Adrienne finds when she reviews your site. That specificity is what makes it an audit rather than a guide.
How soon do results appear after the fixes?
AI engines crawl and update at different speeds. Some changes are reflected within days. Others take 4–8 weeks to propagate fully. The fixes are permanent structural improvements — not short-term tricks. Once AI can clearly understand and categorize your business, that advantage compounds over time.
Who does the audit?
Adrienne Robinson-Clarke personally performs every AEO 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
Find out why AI isn’t recommending you yet.
Specific to your site, your category, and your market. Delivered in 5 business days.