GEO and the Half-Funnel Problem
Optimizing for AI search is half the job. The other half is what happens when the customer actually shows up.
The AI search layer
I get cold emails from GEO companies almost every week now.
Generative Engine Optimization. AEO. AI search optimization. The acronyms keep multiplying. The pitch is consistent: search is changing, your brand needs to show up in AI answers, here's how we make sure you do.
And here's the thing — they're not wrong.
The Problem GEO Identifies Is Real
AI is becoming the new search engine for an enormous number of customer journeys — especially the high-intent research ones. “Best running shoes for flat feet.” “Is this laptop good for video editing?” “What's the difference between these two espresso machines?”
Whoever the AI surfaces in those moments wins disproportionate attention. Whoever doesn't get surfaced essentially doesn't exist for that customer. So yes, you should care about GEO. Most brands aren't ready for it.
But there's a second half of this story that almost no one is talking about. And the brands that figure it out first are going to compound the GEO advantage by an enormous amount.
The Half-Funnel Problem
Here's the funnel as GEO companies describe it:
User asks ChatGPT a question. ChatGPT recommends three brands. Customer clicks through to one of them. Sale.
The first two steps are where GEO operates. They get you mentioned. They get you cited. They get you in the conversation.
Then step three happens — the customer clicks through — and the GEO companies' job is done.
That's the half-funnel problem. Because what's actually happening on step three is that the customer just had a high-context, high-intent conversation with an AI that understood them, asked good questions, and made a smart recommendation. Then they click through. And they land on a 2015 product page with a dropdown filter for color and a price slider. The intelligence stops at the click.
What the AI Knows vs. What the Site Knows
Think about how much context the AI just gathered.
The customer might have said something like: “I'm training for a half marathon, my last shoes gave me knee pain, I'm a heel striker, I have high arches, budget is around $150 and I need them by next weekend.”
That's a complete brief. The AI processed every constraint and recommended three brands.
Now the customer clicks through to one of those brands. What does that site know about them?
Nothing.
Not the half marathon. Not the knee pain. Not the heel striking. Not the deadline. The site shows them a homepage. Maybe a category grid. Maybe a search bar where they have to type “running shoes” and start over from scratch. The AI conversation ended at the click, and the customer is starting a brand new shopping trip from zero.
The customer doesn't literally need to be handed the prior chat history. What they need is a site that can do the same kind of work the AI just did — ask the right questions, narrow down to the actual right products, explain the tradeoffs. If the site can do that, the restart isn't a problem. If it can't, the AI conversation was the best part of the shopping experience and the site is the downgrade.
GEO and Intent-Aware Commerce Aren't Competitors
There's a temptation in this space to treat GEO companies and AI commerce platforms as overlapping. They aren't.
GEO is upstream. It controls whether the AI mentions your brand in the first place.
Intent-aware commerce — what we're building at Kinect — is downstream. It controls what happens after the click. Whether your site can do its own version of what the AI just did, natively, in your brand voice. Whether it converts.
These two halves are completely complementary. They have nothing to do with each other operationally. And both are mandatory for brands that want to compete in the next few years.
The brand that wins GEO but has a 2015 site loses the customer to friction.
The brand that has a great AI experience on-site but never gets recommended by ChatGPT loses the customer to invisibility.
The brand that has both wins.
The New Funnel
The cleanest way to think about it:
Discovery
Old funnel: SEO. Rank on Google. Win the keyword.
New funnel: GEO. Get cited in the AI answer. Win the conversation.
Consideration
Old funnel: Click through to a category page. Filter, scroll, hope.
New funnel: Click through to a site that can ask the same kind of smart questions the AI just did — and recommend the right products in the brand's own voice.
Conversion
Old funnel: Customer figures it out themselves. Most don't.
New funnel: Site asks the next clarifying question, surfaces the actual three best products for this customer, explains the tradeoffs, closes the sale.
The middle column is what most brands have today. The right column is what the brands that win the next three years will have. You can't get the right column with GEO alone. You can't get it with on-site AI alone. You need both.
What Has to Happen at the Click
When a customer clicks through from ChatGPT, three things have to happen for the post-click experience to feel like a continuation instead of a restart:
The site has to be ready for an intent-driven entry.
Most aren't. They're built around the assumption that customers arrive without context and need to be guided into one. AI traffic breaks that assumption completely.
The site needs its own intelligence layer that can do the same kind of work the AI just did.
Not a literal handoff of the prior chat — your site doesn't need that. It needs to be able to ask clarifying questions, narrow down to the actual right products for this person, and explain the tradeoffs. The customer was just treated like an individual with a real problem. If your site can't do the same, the AI conversation was the high point of the shopping trip and your site is the downgrade.
The brand voice has to stay in the loop.
Generic AI ranks brands by data. Brand-owned AI on-site can carry the values, the product specifics, and the trust that turns a click into a customer who comes back.
None of this happens when you only optimize for GEO. The GEO work gets the customer to the door. Everything past the door is a different problem.
Why This Compounds
Here's the part that's interesting strategically.
If you win GEO without intent-aware commerce, your conversion rate on AI traffic is mediocre and the rest of the funnel just leaks. You get more visitors, you don't get more revenue.
If you have intent-aware commerce without GEO, you have a great experience that nobody finds.
But if you have both — if you're being recommended by AI and your site delivers a comparable intent-aware experience when the customer arrives — the conversion rate on AI traffic is dramatically higher than on traditional traffic. Because the AI did the qualification work for you. The customer is already deep in the intent. Your site just has to meet them there. That's why these two strategies compound. Doing both isn't twice as good. It's an order of magnitude better.
The next few years are going to feel a lot like the SEO/CRO split in the early 2010s — except the stakes are bigger and moving faster. There were brands back then that obsessed over ranking and ignored what happened on-page. They lost to the brands that did both.
The same thing is going to play out with GEO and intent-aware commerce. The brands that obsess over ChatGPT rankings without thinking about post-click are going to lose to the brands that do both.
GEO gets you in the conversation. What your site does next is what determines whether you actually win it.
If you're already investing in GEO and trying to figure out the second half of the funnel, we'd love to talk.