The AI search boom has produced a wave of new agency offerings - and most of them are audits. AEO audits, AI visibility scorecards, ChatGPT presence reports. They're being sold for thousands of dollars by agencies that have never engineered a real AI Overview citation in their lives. If you're being pitched an AEO audit as a standalone deliverable, you're being sold the wrong thing.
What an AEO audit typically contains.
A list of prompts the agency ran across ChatGPT, Perplexity, and Claude. A summary of how often the brand was mentioned. A competitive comparison showing where direct competitors are showing up. A set of “recommendations” - usually generic SEO best practices repackaged: improve your schema, write more FAQ content, structure your H2s as questions. The deliverable is a slide deck.
What's actually wrong with this.
The audit tells you what the problem is - you're not cited by AI - and then hands you back the work of fixing it. The recommendations almost universally focus on on-site changes: schema, content structure, FAQ pages. These changes matter, but they're a small part of the actual problem.
The real cause of zero AI visibility is editorial: your brand isn't in the listicles AI is citing. No amount of on-site optimisation will solve that, because LLMs don't cite vendor websites - they cite editorial publications about vendor websites. An AEO audit that focuses exclusively on on-site recommendations has correctly diagnosed the symptom and completely missed the cause.
The audit-to-action gap.
A typical AEO audit ends at the recommendation stage. Securing the editorial placements that would actually move AI citations is “out of scope.” So the client pays for the diagnosis, then has to either hire a separate agency for the cure, or attempt the placement work in-house. Most don't have the publisher relationships to execute. The audit becomes a shelf document. The visibility doesn't change.
This isn't hypothetical - it's the outcome we see most often when clients come to alwayscited after buying an AEO audit from another agency. They have a detailed document. They don't have any citations.
Why this exists.
AEO audits are an easy product to sell because they require no execution capability - only a tracking tool subscription and a prompt library. Any agency with an SEO background can run them. They produce a tangible deliverable. They're invoiceable in 2-4 weeks. The economics are good for the agency. The economics are not good for the client.
The fundamental problem is that diagnosis without execution is a product designed to serve the agency, not the client. The agency gets paid. The client gets a document they can't act on.
The harder question to ask.
Before you buy an AEO audit, ask the agency a single question: “Have you secured an AI Overview citation for a client in the last 90 days, and can you show me the placement that triggered it?”
If the answer is yes - they're real. If the answer is hedged, evasive, or “we focus on the strategy, not the execution” - they're selling a slide deck. There's no shame in not having execution capability. There's enormous shame in selling diagnosis as a standalone product without it.
What to buy instead.
Buy a campaign, not an audit. A real AEO engagement covers: placement secured, on-site content built and deployed, ChatGPT/AI Overview citation tracked weekly, and reporting on outcomes - not just findings. The deliverable is changed visibility, not a document.
The price is comparable - sometimes lower - than a standalone audit, because the audit is a free byproduct of the work, not the work itself. An agency that has actually engineered AI citations knows exactly what the problem is before they start, because they've seen the same pattern across multiple clients. The “audit” takes thirty minutes. The work starts immediately.
alwayscited doesn't sell AEO audits. We engineer AI citations and report on the outcomes. Book a call.