Before signing an AEO contract, ask these questions about AI visibility, measurement, guarantees, content, SEO, citations and what the agency will actually do.
Answer Engine Optimization went from something very few businesses were talking about to something seemingly every marketing agency sells. Now proposals arrive loaded with AEO, GEO, AI visibility, AI Authority and enough new terminology to make the whole discipline feel more settled than it really is.
That’s what makes choosing an agency difficult. The question isn’t whether an agency knows about AI search or uses AI internally. At this point, you’d expect both. The more useful question is whether the people advising you understand how AI is changing discovery, what parts of that change a business can realistically influence and how they’re going to know whether their work made a difference. There is good reason to pay attention.Similarweb’s 2026 Generative AI Landscape Report describes a search environment increasingly divided across traditional and AI search experiences. But that doesn’t automatically make every AEO service being sold valuable.
Start With the Obvious Question: What Do You Mean by AEO?
This sounds basic, but I’d ask anyway. If the answer comes down to adding FAQs, schema and “AI-friendly content,” you’re getting a pretty narrow definition of Answer Engine Optimization. Those tactics may have a place, but AI search visibility also touches SEO, technical accessibility, content authority, digital reputation and information about a company that exists beyond its own website.
AEO shouldn’t live in a separate universe from everything businesses already know about digital marketing. Websites still need to work. Useful content and third-party credibility still matter. What’s changing is how that information can be discovered, combined and presented. I’d want an agency to explain what that changes about its strategy rather than simply showing me an SEO proposal with some new acronyms.
Find Out What They’re Actually Going to Do
“Build AI Authority” sounds great in a proposal, but it can mean almost anything until somebody attaches actual work to it. Before signing a contract, I’d want to know what happens during the first 30, 60 and 90 days and why those activities make sense for this particular business.
The work might include technical improvements, customer-question research, content development, correcting inconsistent company information, developing original research, earning third-party mentions and monitoring AI visibility. A five-page local business website in Kansas City doesn’t have the same problems as a national company with thousands of pages, so the plans shouldn’t look identical either.
I’d also look carefully at any strategy built mostly around publishing volume. AI has made creating 50 articles remarkably easy. It has also made creating 50 articles nobody particularly needed remarkably easy. If content is a major part of the proposal, ask where the actual expertise, experience and original information will come from.
Ask How They Decided What to Measure
This is where AI visibility reports can get a little slippery. If an agency chooses enough prompts and obscure variations, chances are pretty good it can eventually find something favorable. I’d want to know where the questions being tracked came from in the first place.
Customer questions, sales conversations, objections, comparisons and support requests are usually much more interesting than taking a keyword spreadsheet and putting question marks at the end. I’d also ask what the agency considers success. Being cited as a source is different from having your company mentioned, and both are different from being recommended. Similarweb’s Generative AI Brand Visibility Index examines brand mentions and influence within generative AI, reinforcing why visibility can’t be reduced to referral traffic alone.
Before work begins, establish a baseline around the questions that actually matter. Which competitors appear? Which sources are being used? Is your information accurate? Then keep measuring those same things. Otherwise, three months later everybody is comparing the new results with what they vaguely remember seeing before the contract started.
Don’t Expect One Dashboard to Explain Everything
Traffic belongs in the measurement, but AI is making attribution messier. Adobe’s research into generative AI referral traffic found that AI-driven traffic to U.S. retail sites increased twelvefold between July 2024 and February 2025. By February, those visitors also showed stronger engagement in several areas, including lower bounce rates and longer visits.
That’s useful information, but it doesn’t tell the entire story. Someone might discover a company through an AI-generated answer today and search for its name tomorrow. Another person might encounter the brand several times before ever visiting the website. I’d be more comfortable with an agency that acknowledges those gaps than one claiming a single dashboard has somehow solved AI attribution.
Ask What They’re Willing to Guarantee
There’s a big difference between guaranteeing the work an agency will perform and guaranteeing what an AI system will ultimately say. An agency controls its research, technical changes, content, digital PR and measurement. It can improve the information environment surrounding a business and strengthen the evidence connecting that company to subjects where it has legitimate expertise.
It doesn’t control the final answer produced by somebody else’s technology. If an agency guarantees your company will always be the top AI recommendation, I’d want to hear exactly how that guarantee works. A credible strategy can improve the likelihood that a business is understood, cited and considered. That’s a very different promise from controlling the answer.
Look Past the Big Number in the Case Study
I want to see case studies, but I’d also like to know what happened before the impressive percentage appeared. If AI visibility increased 500 percent, what was the baseline? How many questions were tracked? Were they questions potential customers actually ask? Was the company cited, mentioned or recommended, and did the improvement last?
This is where methodology matters. Seer Interactive’s 2026 AI Overview research analyzed 53 brands, 5.47 million queries and 2.43 billion organic impressions while separately examining searches where brands were cited and where they weren’t. That’s a much more useful way of thinking about visibility than simply announcing that it increased.
A good case study should make it easier to understand what changed and why. If you have to work backward from the giant percentage at the top of the page to figure out what was actually measured, keep asking questions.
Make Sure AEO Isn’t SEO With a New Invoice
Quite a bit of good AEO sounds suspiciously like things businesses should already have been doing: build a technically sound website, publish useful information, demonstrate expertise, keep company information accurate and earn credible third-party recognition.
What’s different is the environment surrounding those fundamentals. AI systems can collect information from multiple sources and turn it into an answer, which means a company can be cited, mentioned or recommended without someone following the traditional search-to-click path. That’s why I think AEO and GEO make more sense as expansions of SEO than replacements for it. If an agency’s AEO strategy looks exactly like its old SEO package with a new report attached, I’d ask what’s actually new.
Ask What Happens If It Doesn’t Work
Before signing, ask what happens if you’re six months into the engagement and the company still isn’t appearing for important questions. A thoughtful agency should be willing to revisit the questions, study the competitors that are appearing, examine the sources being used and question whether the company has enough original expertise or third-party authority. It should also be willing to consider that the original strategy might simply have been wrong.
There may even be cases where AI visibility isn’t the company’s biggest marketing problem. A business with terrible reviews, a confusing website and almost no useful information probably has some other fires to put out first. I’d rather work with an agency willing to say that than one where every diagnosis somehow leads to buying more AEO.
The Bottom Line
You shouldn’t need to become an AEO expert before hiring an agency, but you should understand what you’re paying for. Ask what the agency intends to do, where the questions being measured came from, how success will be defined and what happens when the results aren’t there.
AI search is still developing. User behavior, platforms and measurement are changing with it. The research from Similarweb, Adobe and Seer shows that AI visibility, referrals and citations can affect discovery in different ways, but none of it gives marketers a universal formula. An agency admitting that doesn’t bother me nearly as much as one claiming it has the formula anyway.
Ask us! What questions do you have about content, strategy, pop culture, lifestyle, wellness, history or more? We may use your question in an upcoming article!
Like MediaFeed’s content? Be sure to follow us.
This article originally appeared on Fireball and was syndicated by MediaFeed.co.
