Ask Your AEO Agency One Question and Watch Them Panic

Here's a fun experiment. Get on a call with whichever agency just pitched you "AEO" — yours could be one of the twelve that emailed you this month — and ask them this:

"Show me the last time you changed something on my site because of what an AI platform said about me. Not Google. When was it, and what did you change?"

Then watch what happens. Not the answer — the pause before it.

This applies double if the agency you're asking is the one you already have. If your SEO firm emailed you last quarter to say they now "also do AEO," that's not automatically bad news — but it's the single easiest place for this exact problem to hide, and it deserves more scrutiny than a brand-new pitch would, not less.

• The question: "Show me the last time you changed something on my site because of what an AI platform said about me. Not Google — when was it, and what did you change?"
• Agencies doing the work answer in four seconds because it happened last week. Agencies that added "AEO" last quarter pivot to a slide — the pivot is the tell.
• Most agencies selling "AEO" are rebranded SEO shops, and only about 8% of ChatGPT's in-text citations overlap with Google's top 10 (Ahrefs, July 2025): optimizing for Google while calling it AEO optimizes for a different system than the one making the recommendation.
• Your existing SEO agency is the one to ask first — they already hold the invoice, so the upsell costs them nothing unless you push.

Why this question, specifically

Every AEO agency can talk. "Structured data." "Entity optimization." "AI-first content strategy." It's a great word salad and it means nothing until you ask for a receipt. This question demands one: an actual date, an actual change, tied to an actual thing an AI platform said. Not a Google ranking. Not a keyword. A citation, or the lack of one.

Agencies that are actually doing this work answer in about four seconds, because it happened last week and they remember it — same way you'd remember the last time you fixed something that was actually broken. Agencies that slapped "AEO" onto their SEO services page last quarter go quiet, then pivot to a slide about "AI-optimized content strategies." That pivot is the tell. They're describing a category, not an event, because they don't have an event.

The math behind why this works

Most agencies marketing "AEO" today are SEO firms that added the term without changing the actual work — which tracks with what I see every time I look at a prospective client's previous agency's "AEO report." It's a Google ranking report with a new cover page.

Here's the part that actually matters: in Ahrefs' July 2025 test, only about 8% of ChatGPT's in-text citations ranked in Google's top 10 for the same query (Ahrefs). Read that twice. If an agency is still optimizing for Google rankings and calling it AEO, they are optimizing for a different system than the one actually handing patients their answer. You can rank #1 on Google and still be invisible to ChatGPT. Most agencies selling "AEO" right now haven't internalized that these are different games with different rules, because they're still playing the old one with a new jersey on.

Meanwhile 88.1% of businesses don't show up at all when ChatGPT makes a recommendation (Omni Eclipse, 2026) — a study that manually checked 1,700 businesses across 32 industries. So the stakes are real, the market is mostly noise, and the noise sounds confident on a sales call. That's the whole problem.

What a real answer sounds like

Not this: "We continuously optimize your AI presence across platforms."

This: "Two weeks ago Perplexity was citing your competitor for 'best IVF clinic in [city]' because their FAQ schema had a cleaner answer format than yours. I rewrote your FAQPage markup on the success-rates page and restructured the intro paragraph to lead with a direct answer instead of a mission statement. Perplexity started citing you for that query nine days later."

That's a date, a platform, a cause, and an effect. It's also, not coincidentally, exactly how you'd describe fixing a real problem — because it is one.

Why Your Existing SEO Agency Is the Riskiest One to Ask

A brand-new agency pitching you "AEO" at least has to earn the account — if they're full of it, you find out before you've signed anything. Your current SEO agency has a different incentive entirely: they already have your contract, your trust, and your monthly invoice. Adding "AEO" to that invoice costs them nothing and requires them to change nothing, as long as you don't ask. That's not a moral failing on their part — it's just the easiest upsell available to any existing vendor, and most people don't push back on an upsell from someone they already trust.

So the tell here isn't just a bad answer. It's which parts of your relationship stayed exactly the same after "AEO" got added to the scope. Same monthly report format? Same metrics (rankings, traffic, backlinks) with a new label pasted over them? Same team, same process, same everything except one new line item? That's not a new service. That's the old invoice wearing a new hat.

The uncomfortable part: this is genuinely harder to catch with your current agency than with a stranger, because you already trust them, you're not evaluating them with fresh eyes, and switching feels like more friction than just believing the new pitch. That friction is exactly why this question matters more here, not less — ask it precisely because it's uncomfortable to ask someone you already work with.

What Actually Changes If You Bring This In-House Here Instead

I'm not going to pretend switching is free — it never is, there's a transition, a learning curve, a new person to trust. So here's the honest, specific version of what's different, not the version that hand-waves at "we're better":

The audit runs provider by provider, location by location. Not one domain-level check. If you have three doctors across two clinics, that's six separate visibility pictures, not one averaged score that hides which specific doctor or location is invisible.

Every provider gets tested against multiple real patient-intent prompts, not one. "Best IVF clinic near me" and "highest IVF success rates in [city]" can return completely different AI answers. One canonical test question tells you almost nothing.

The audit fee is fixed, disclosed upfront, and credited toward implementation. $5,000, 4-6 weeks, no surprise charges — you see the number before you commit to anything past it.

One person does the work. Not a strategist who hands you off to an implementation team who hands you off to an account manager. When something changes in how Perplexity describes your practice, I'm the one who sees it and the one who fixes it.

Everything we build is yours. Schema markup lives on your site. Directory profiles are your accounts. If you ever leave, nothing locks with us — there's no proprietary platform holding your data hostage, which is a real thing some AEO "platforms" do.

The minimum commitment is 6 months, stated as a minimum because that's genuinely how long this takes to compound — not a 12-month lock-in designed to survive past the point you'd have noticed it wasn't working.

None of that is a reason to fire your current agency today. It's the specific list of things to compare their answer against, once you've asked the question above and heard what comes back.

What to do if they panic

Nothing dramatic. You don't need to storm out of the Zoom call. Just note it, and ask the follow-up question that actually closes the case: "How do you monitor AI platform changes week to week?" If the answer is some version of "we run monthly reports," you've confirmed it — they're tracking rankings on a schedule built for SEO, not watching citations shift on a schedule that matches how fast AI platforms actually change. Real monitoring is closer to daily than monthly, because Perplexity's crawl behavior and Google AI Overview's source selection don't wait for your reporting cadence.

One honest caveat

Ask me this question too. I'd rather you hold every agency, including this one, to a standard that requires an actual answer instead of a pitch deck. If I can't give you a date, a platform, and a change, don't hire me either.

Frequently Asked Questions

What is the one question to ask an AEO agency?

"Show me the last time you changed something on my site because of what an AI platform said about me. Not Google — when was it, and what did you change?" Agencies doing real AEO work answer in seconds with a specific date, platform, and change. Agencies that rebranded SEO as AEO pivot to a slide about "AI-optimized strategies" — the pivot is the tell.

How do I tell if my SEO agency is really doing AEO?

Check whether anything about the work actually changed when "AEO" was added. Same monthly report format, same metrics (rankings, traffic, backlinks) with a new label, same team and process — that's SEO wearing a new hat. Real AEO reporting tracks per-provider, per-location, per-prompt citation movement across AI platforms, not Google rankings.

What does real AEO reporting look like?

Citation movement broken down per provider, per service, and per location — across ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews. Not one domain-level score. If your report leads with keyword rankings or backlink counts, it's an SEO report.

How much does a real AEO audit cost?

A serious healthcare AEO audit typically runs $5,000 fixed — enough to cover manual analysis across multiple AI platforms, directory verification, structured data review, and competitive analysis. Pager Studio's audit is $5,000, delivered in 4-6 weeks, and credited toward your 6-month foundation if you sign within 15 days.

If my agency's answer is bad, should I fire them today?

Not necessarily. Ask the follow-up: "How do you monitor AI platform changes week to week?" If the answer is "monthly reports," they're tracking on an SEO schedule. Note the gap, give them one cycle to fix it, and compare their answer against the checklist in this post before deciding.

Claim Free Snapshot if you want to run this question on me directly, or see how the audit works first.