AEO vs SEO: How to Get Your Products Picked by AI Search

There's a new acronym making the rounds in store-owner Slack groups and it's freaking people out. AEO. Answer engine optimization. Some folks call it GEO, generative engine optimization. Same idea, different letters. The pitch is usually some flavor of "SEO is dead, AEO is the new thing, pay me to do it." I want to talk you down off that ledge a bit, because most of what you're hearing is half right and the panic part is wrong.

Here's the short version. AEO is the practice of getting your store mentioned and recommended when someone asks an AI assistant what to buy. When a shopper opens ChatGPT and types "best organic dog food for a senior lab with a sensitive stomach," something decides which brands show up in that answer. AEO is the work of being one of those brands. That's it. No magic.

So what's the actual difference between AEO and SEO?

Classic SEO is about ranking a page. You want your product or collection page to show up in the blue links on Google when someone searches a keyword. The shopper clicks through to your site, and you've got them.

AEO is about getting cited inside an answer. Nobody's clicking ten blue links anymore when they ask Perplexity or Google AI Overviews a question. They read the answer. If your store is in that answer, great. If it isn't, you basically don't exist for that shopper, and you'll never even see them in your analytics because they never visited.

The mechanics are different in one important way. SEO mostly cares about your pages. AEO cares a lot about what other people say about you. When an AI model decides which coffee brands to recommend, it's pulling from review sites, Reddit threads, "best of" roundups, comparison articles, and yes your own pages too. It's synthesizing a consensus. You can have a gorgeous product page and still get left out because no third party ever vouched for you.

That's the part that trips up store owners. You can't just optimize your own house anymore. You have to be talked about out in the world.

The good news, and the part the AEO sellers won't tell you

Good SEO still matters. A lot. AEO is mostly an extension of SEO, not a replacement for it. The AI assistants are reading the same web Google indexes. If Google can't crawl your site, neither can the bot that feeds ChatGPT's browsing. If your product titles are vague, both a search engine and a language model will struggle to understand what you sell. Clean, crawlable, well-structured pages help you in both worlds. So if anyone tells you to throw out your SEO and start fresh, ignore them.

The honest framing: do the SEO fundamentals, then add a few AEO-specific moves on top. Here's what those moves actually are.

What to actually do differently

1. Get cited in third-party reviews and roundups

This is the big one and it's the least fun, because you can't do it alone at your desk. AI models lean hard on independent sources. If a blogger writes "the 7 best small-batch coffee roasters for cold brew" and you're on the list, that single mention does more for your AI visibility than a month of fiddling with meta descriptions.

So pitch the people who write those roundups. Send samples to reviewers in your niche. Get on comparison sites. Answer questions in the subreddits where your customers hang out, honestly, not as spam. When a model sees five different independent sources mention your dog-food brand, it starts treating you as a real option. One mention on your own About page does nothing.

2. Make your product data boringly clear

Machines are literal. If your page says "The Wanderer" with no other context, a model has no idea it's a 22oz insulated travel mug in matte black for $34. Spell it out. Product type, key specs, materials, price, who it's for. Use proper structured data (the Product schema Shopify and most platforms support) so the facts are machine-readable, not buried in a hero image.

Think about the actual questions shoppers ask out loud. "Is this dishwasher safe?" "Does it fit a standard cup holder?" If the answer lives on your page in plain text, you become quotable. If it only lives in a product photo, you're invisible to the AI.

3. Earn real reviews, not five-star fluff

Review volume and substance both matter. A product with 400 detailed reviews mentioning specific use cases gives a model a ton of material to draw on. "Held up great after two years of daily commuting" is the kind of sentence that ends up summarized in an answer. Bland five-star one-liners aren't useful to anyone, including the AI. Encourage customers to actually describe how they use the thing.

The pattern I keep seeing: stores that win in AI search aren't the ones with the slickest site. They're the ones the rest of the internet already talks about.

4. Write pages an AI can quote

Models love clear, self-contained statements. If your page answers a question in one tidy sentence, that sentence can get lifted straight into an answer. Buried, hedgy, marketing-speak paragraphs don't quote well. So put a short, plain answer near the top of the question it addresses. A little FAQ section on a product or category page does real work here. Not for the SEO points everyone obsesses over, but because it hands the model ready-made quotable lines.

5. For the love of everything, don't block the AI bots

I've seen stores accidentally block GPTBot, PerplexityBot, and Google's AI crawlers in their robots.txt, often because some plugin or "security" setting did it for them. Then they wonder why they never get recommended. Go check your robots.txt. If you're blocking those user agents, you've locked yourself out of the room where the buying decisions happen. There are reasons a store might choose to block some bots, but do it on purpose, not by accident.

How do you even know where you stand?

This is the awkward part. With SEO you could check your rankings in a tool and feel something. With AEO, the answers are personalized, they change between models, and they shift week to week. You can sit there asking ChatGPT "what's the best X" forty times and still not have a clear picture, because your own ChatGPT history skews the results.

The practical move is to test across several assistants with neutral shopper-style questions and see who actually gets named. That's tedious to do by hand, which is honestly why we built our tool. You can run a free AI visibility audit and see whether ChatGPT, Perplexity, Gemini, and Google AI Overviews mention your store, which competitors they recommend instead, and the specific gaps to fix. No signup gymnastics.

The bottom line

AEO isn't a new religion that replaces SEO. It's the next layer on top. Keep your site clean and crawlable, structure your product facts so a machine can read them, and then spend real effort getting other people to talk about you, because that third-party consensus is what the AI models actually trust.

If you only remember one thing: stop thinking about ranking your own pages and start thinking about being the brand other people recommend. The AI is just reading that recommendation back to your customer. Go be worth recommending, and the rest mostly follows.