Should Your Agency Optimize for AI Search (ChatGPT, AI Overviews)?
Yes — your agency should optimize for AI search, because more of your clients' buyers now open ChatGPT, Perplexity, or Google's AI Overviews before they ever scroll a page of blue links. But the durable way to win it isn't buying a "GEO" tool or chasing the tactic of the month — it's owning a content machine that makes you the source those engines pull from, because the interface keeps changing and a compounding library doesn't care which one is reading it.
Every agency owner I talk to lately asks me some version of the same question: do I need to "do GEO" before my competitors do? Six months ago nobody said the letters out loud. Now there's somebody in your feed selling a $200-a-month tool that promises to get you "cited by ChatGPT," and you genuinely can't tell whether you're early or being hustled.
Here's the honest answer, from someone who's been quietly running this on his own shop for months: you're a little of both.
AI search is real. The hustle around it is also real. The whole game is telling them apart — and then not solving a permanent problem with a rented, temporary tool. That second move is the exact one about to burn a lot of agencies a second time.
Is AI search actually real, or is GEO just the new SEO hype cycle?
It's real, and the behavior changed under everyone's feet. When your client's buyer types a question into ChatGPT and gets a clean three-sentence answer with two sources, they don't scroll ten links anymore — they read the answer and move on. If your client isn't one of the sources that answer gets built from, they're not on page two. They're just gone.
That's not a prediction. Forbes has reported that companies without an AI-visibility strategy are already seeing double-digit drops in their search traffic as users get answers directly in the chat. The front door moved, and a lot of businesses are still standing at the old one.
But "GEO" — generative engine optimization — as a product category is mostly the SEO playbook wearing a new hat, and a chunk of the tooling around it is fear sold by the pound. So separate the two: the shift is real and structural. The panic-buy is optional and usually snake oil. Build for the first. Don't fund the second.
What most agencies get wrong about optimizing for AI search
They treat it as a tactic to buy instead of a muscle to own. You can rent a GEO scanner the same way you can rent any AI tool — and the same way your client can rent the exact same one. We've written before about why renting the same AI tools everyone else has was never going to be a moat, and AI search is the cleanest example yet.
Here's why the rented move fails specifically here: the interface you're optimizing for is a moving target. ChatGPT today. Perplexity tomorrow. Whatever Google ships next quarter, plus three engines that don't exist while I'm writing this. If your entire AI-search strategy is "we bought the tool that games this month's engine," you've built your whole house on a rented lot — and you'll be re-buying it every time the model changes.
This is the same mistake an agency that just bolts AI tools onto itself makes everywhere else. Tools don't compound. The content, the data, and the structure underneath them do.
What actually wins AI search: a content machine you own
Answer engines don't pull from whoever bought the slickest tool. They pull from sources that are deep, consistent, well-structured, and obviously the authority on a question. That's not a switch you flip. It's an asset you accumulate — which is exactly why a tool can't hand it to you.
We've been building precisely that on our own site for months: a content system that researches what our market is actually asking and ships an answer to it every single day. No content-calendar meeting. No "we'll get to the blog next quarter." A machine that adds to the library while we sleep and gets a little harder to out-publish every week. The point isn't the posts. The point is that the asset compounds — and a compounding asset is the one thing an engine update can't reset to zero.
Same instinct shows up everywhere we operate. When a platform we needed wouldn't give us the data we wanted, we didn't go shopping for a vendor — we built our own pipe for it in an evening. You don't rent the thing that's supposed to be your moat.
And here's the part the tool-sellers won't put in the webinar: any agency can rent the same AI-search tool your client can. That's why agencies get undercut. The one that wins this shift is the one that owns a machine compounding on its own content and its clients' data — one that ends up knowing the subject better than any cheaper vendor ever could. You can't be undercut on something you own. A rented tactic is a line item. An owned library is an asset.
Should your agency offer AI-search optimization as a service?
Eventually, yes — but earn it on your own shop first. The agencies that sell this well in 2026 will be the ones who built the muscle in-house, on their own traffic, before they ever put it on a rate card. You can't credibly sell a compounding content machine you don't actually run. We're an operator that's put millions through ad accounts and runs the machine across our own shop and six other businesses — not a slide deck — and that's the only reason I'd trust us to build this for someone else.
When you do own it, the offer gets dangerous in the best way. You stop being the vendor who "manages some SEO" — a line item a client cuts the day they decide to try ChatGPT themselves — and you become the team that owns the system making them the answer in their market. That is what an AI-native agency actually is: not a shop that bought AI, a shop built so the work compounds and stays yours.
What to actually do about AI search Monday morning
You don't need a budget meeting. You need four moves you can start this week:
- Write the answer first. Lead every important page with a tight, self-contained answer to the exact question a buyer would ask — two or three sentences an engine can lift whole. Bury the answer under 400 words of throat-clearing and you've made yourself un-quotable.
- Structure for extraction. Question-shaped headers, clear sub-answers, a real FAQ. You're not writing for a crawler that ranks pages anymore — you're writing for a model that lifts passages. Make the passages easy to lift.
- Build the asset, not the campaign. One brilliant post is a campaign. A hundred consistent answers to everything your market asks is a moat. Pick the cadence you can actually hold and never break it — consistency is what compounds.
- Measure the right thing. Stop staring only at click-through. Watch whether you're showing up inside the AI answers, watch branded search, watch the leads who arrive already saying your name. The traffic chart lies now; the pipeline doesn't.
None of that requires a GEO subscription. It requires deciding to own the machine instead of renting the dashboard.
Frequently asked questions
Is GEO (generative engine optimization) worth paying for?
The shift is worth building for; most GEO tools aren't worth renting. A scanner that tells you how you appear in ChatGPT this week is a thermometer, not a cure. Put the money into producing deep, consistent, well-structured content you own — that's what the engines actually reward, and it doesn't expire when the model updates.
Is AI search killing my clients' website traffic?
For informational and "how do I" queries, yes — those clicks are getting absorbed into the chat answer. That's exactly why the goal flips from "rank the page" to "be the source the answer is built from." If your client is the authority the model quotes, the lost click turns into a mention in front of someone who was about to buy.
Do I need a special tool to get cited by ChatGPT or AI Overviews?
No. You need to be a clear, consistent, authoritative source that directly answers the question — structured so a model can lift the passage cleanly. Tools can help you watch your visibility, but no tool can manufacture authority you haven't earned by publishing.
If the AI engines keep changing, won't whatever I optimize today be obsolete in six months?
The interface changes; the asset doesn't. Optimize for a specific engine's quirks and yes, that work has a short shelf life. Build a compounding library of genuinely useful answers and it stays valuable no matter which model is hot next quarter — the engines change, the machine you own doesn't.
Should agencies drop SEO and go all-in on GEO?
No. The foundation is the same — clarity, authority, structure, consistency — and AI Overviews still lean heavily on traditional search signals. Don't rip out a working system to chase a buzzword. Extend the content machine you (should) already own so it serves both.
If you want to see what "own the machine instead of renting the tool" actually looks like — the same system we run on our own shop, the one publishing this — we put the whole thing into a $27 playbook at reactiiv.ai/playbook. It's the cheapest way to decide whether you'd rather build this or keep paying monthly to rent it.
I document how a real agency actually runs on an AI system — real campaigns, real spend, real numbers, updated as it happens.
