The problems with hiring an AI SEO agency mostly grow from one asymmetry: you can't easily verify the work, and parts of the industry price that in. Fake deliverables, hostage contracts, triple-billed acronyms, borrowed risk. All of it survives because clients can't see inside the machine. So here's a flashlight: seven problems that never make the pitch deck, how to detect each one before you sign, and what the clean version looks like.
One disclosure up front. We're an agency, so every temptation below is also a temptation for us, and we'll say where. Adjust your skepticism accordingly.
Watch for acronym theater
SEO, GEO, AEO, LLMO. Four acronyms, one craft. Being found by Google and being cited by ChatGPT run on the same foundations: crawlable pages, answer-first content, earned authority. We walk the overlap line by line in AEO vs GEO, and the short version is that these are camera angles on one discipline, not separate services.
The theater version invoices them separately anyway: an SEO retainer, plus a GEO add-on, plus an AEO module. Three line items, one set of overlapping hours. And this one tempts us directly. We could split our own packages three ways and raise the total tomorrow, which is exactly why the practice exists.
Detect it: ask what specific deliverables sit under each acronym and watch how much they overlap. The clean version is one strategy at one price, using whatever labels help you understand it.
Ask for the price in the first email
Most agencies hide pricing behind a sales call, because a hidden number can stretch to fit your budget and your urgency. It also blocks comparison shopping, which is the point. A price you can only learn by phone is a price designed to be negotiated, not justified.
Detect it: ask for the number in writing before any call. A refusal is the answer, just not the one they intended. The clean version is published pricing with deliverables attached, so you can check the arithmetic yourself; we broke down the real hours math for the whole market in how much AI SEO costs. When the price can't cover the skilled hours promised, the work is being faked, whatever the acronym on the invoice.
Treat guaranteed rankings as a confession
Nobody controls Google's rankings, and nobody controls which brands ChatGPT names. So a rankings guarantee can only be one of three things: meaningless (page one for a phrase nobody searches), a refund clause dressed up as confidence, or a plan to spam their way there and let you keep the consequences.
Credible agencies guarantee deliverables instead: pages shipped, placements earned, tests run. Outcomes get forecast in mechanisms and timelines, like the months 3-6 curve search actually follows, not certainties.
Detect it: ask exactly what's guaranteed and exactly what happens if the guarantee is missed. Watch the answer get vague. The clean version says "here's what we control, here's what we forecast, here's how you'll watch both." Less comfortable to hear in a sales call, and far cheaper to live with in month six.
Check who writes the content
AI made it cheap to produce a hundred mediocre articles a month, and some agencies sell exactly that. It looks like momentum in a report. But volume filler is the strategy that already died once in ordinary search, and it fails harder in AI search: assistants synthesizing answers have no reason to cite a page that merely re-synthesizes them.
Disclosure again: we use AI tools in research and drafting too. The line isn't whether AI touched the document. It's whether a human expert edited it, added things a model couldn't know, and stands behind every fact with their name.
Detect it: ask for three recent client pages and the name of the editor responsible for each, then ask what per-page editing involves. Real answers include hours and names. The clean version ships fewer pages, each carrying specifics worth quoting: real prices, real trade-offs, things a model couldn't generate from the existing index.
Refuse astroturf, even when it works
Fake reviews. Astroturfed "independent" comparison sites. Laundered press coverage from pay-to-play outlets dressed up as earned media. These tactics sometimes move numbers short term, which is why they keep getting sold.
But the risk lands asymmetrically. Review platforms and search engines penalize the brand, not the vendor. When the scheme surfaces, the agency moves on to the next client and you're left scrubbing your own name. The rule we run on, in writing, in how we work: never buy a tactic that couldn't survive being public.
Detect it: ask exactly where links, reviews, and mentions will come from, with names. "Our network" is the answer that should end the call. The clean version is a list of placements you'd happily publish on your own site.
Read the exit terms before the deliverables
The lock-in pattern: a 12-month term, auto-renewal, exit fees, and buried clauses where the agency keeps the content, the tooling accounts, or both if you leave. Some contracts even host your pages on agency infrastructure, so firing them means unpublishing your own site. Commitment itself isn't the scam. Search genuinely compounds over months, and credible agencies ask for a real runway; we ask for six. Lock-in without deliverable transparency is the scam: a long contract where nothing specific is promised in any given month.
Detect it: ask two questions. What exactly ships each month, enumerated in the contract? And what do I keep if I leave at month seven: content, accounts, dashboards, data? The clean version answers both in writing and matches a visible timeline like the one in the first 90 days, so you always know whether the runway is being used.
Never let an agency grade its own homework
The last problem is quieter: reporting the agency controls end to end. A proprietary "visibility score" that always trends up. Dashboards you can't access between meetings. Metrics chosen after the fact to flatter whatever happened. When the same party does the work and issues the grades, the grades converge on green.
Detect it: ask whether reporting runs on your own Search Console and GA4 accounts or only inside their tool, and whether you keep dashboard access around the clock. The clean version is built on data you own, plus tests you could rerun without them: the setup in how to measure AI traffic works whether or not an agency is involved. Anything real survives independent measurement.
How do you screen all this before signing?
One email to every finalist, five asks:
- Your price and monthly deliverables, in writing.
- What specifically sits under each acronym you sell?
- Three recent content samples, with the responsible editor named.
- Where do links and reviews come from? Names, not "networks."
- What do I keep if I leave early, and how will I see progress weekly?
Straight-dealing shops answer inside a day, and some will enjoy it. The ones who stall or dodge just showed you month four in advance. Send that email today, before any sales call, and compare the answers against our vetting notes in the best GEO agencies. Five questions, one afternoon, most of the seven problems filtered out before they can cost you a contract.