Episode 12: The AEO Podcast EP 12: Your Shopify Store Is Already in ChatGPT

HOST: Welcome back to the AEO Podcast. Jessica here with Matt Harris, founder of SEOMelon. Matt, today's episode is about a sentence that sounds like a marketing headline but is now basically true: your Shopify store may already be inside ChatGPT.

MATT: Yeah. And the important word is "may." The platform story is real, but the merchant conclusions people are drawing from it are sloppy.

HOST: Let's start with the news. What changed?

MATT: Shopify has rolled out agentic storefront support for eligible stores, and ChatGPT is the first major channel most merchants are going to notice. The simple version is this: if your Shopify products are eligible for Shopify Catalog and your store meets the requirements, ChatGPT can use that product data as part of shopping discovery.

HOST: So a shopper asks ChatGPT for, say, "a linen shirt for a summer wedding under a hundred dollars," and Shopify products can appear?

MATT: Exactly. ChatGPT can show product options with images, prices, product details, and links. The checkout still happens through the merchant's own online store checkout, either in a ChatGPT in-app browser or a normal browser tab. That matters because the merchant keeps checkout customizations, payment methods, branding, discounts, and post-purchase flows.

HOST: That's different from the first version of "buy inside AI," right?

MATT: Very different. OpenAI's current merchant messaging says they're moving away from a standalone Instant Checkout experience and focusing on product discovery plus merchant-owned checkout. That's good news for Shopify merchants. You don't have to rebuild your commerce stack just because ChatGPT became a shopping surface.

HOST: Does a merchant need to install anything?

MATT: For eligible Shopify stores, not necessarily. Shopify says the ChatGPT agentic storefront is active by default for eligible stores, and OpenAI says Shopify and Etsy catalogs are already integrated. But "available to be discovered" and "actually recommended" are not the same thing.

HOST: That feels like the whole episode.

MATT: It really is. Being in the pipe is not the same as winning the recommendation. A product feed gets your product into the room. AEO is how the product makes sense once it is there.

HOST: What decides whether the product makes sense?

MATT: OpenAI's help docs are clear at a high level. ChatGPT chooses product results based on shopper intent and context. It can consider price, reviews, ease of use, and other product details. The model is trying to answer the buyer's actual request, not just match a keyword.

HOST: So old-school keyword stuffing is dead here.

MATT: It was already dead. AI shopping just makes it embarrassingly obvious. If someone asks for "a fragrance-free moisturizer for sensitive skin that won't feel greasy," the product page needs to say fragrance-free, sensitive skin, texture, finish, ingredients, size, return policy, and maybe dermatologist testing if that's true. If the page only says "premium daily moisturizer," the AI has almost nothing to work with.

HOST: What should Shopify merchants do this week?

MATT: Five things.

First, check whether the Agentic section is available in Shopify Admin. If it is, read the settings instead of guessing. Confirm which AI channels are active and whether Shopify is managing access for you.

Second, make sure your store policies are complete. Shopify's ChatGPT storefront requirements include Terms of service, Privacy policy, and Return and refund policy in the Shopify admin. That is not glamorous AEO work, but it is eligibility work.

Third, check category eligibility. B2B-only products and products covered by prohibited-product policies may not display. Don't assume the whole catalog is eligible just because the store is connected.

Fourth, rewrite product descriptions for buyer constraints. Not poetry. Not filler. Constraints. Who is it for? What problem does it solve? What size is it? What material? What fit? What care instructions? What limitations? What legal or safety disclosure?

And fifth, put important disclosures early. Shopify specifically says relevant legal disclosures should appear in the first six thousand characters of the product description. If the thing matters to eligibility, safety, compliance, or buyer expectation, don't bury it behind tabs and brand storytelling.

HOST: Give me an example.

MATT: Let's say you sell hot sauce. A weak product description says: "Our signature red chile hot sauce brings bold New Mexico flavor to every meal." Nice sentence. Bad AI shopping data.

A better description says: "Medium-heat red chile hot sauce made in New Mexico. Best for eggs, tacos, grilled chicken, and breakfast burritos. Vegan, gluten-free, no artificial preservatives. Five-ounce glass bottle. Refrigerate after opening."

HOST: That second one is less poetic.

MATT: And much more useful. That gives ChatGPT clearer evidence for prompts like "vegan hot sauce for breakfast burritos," "medium heat New Mexico chile sauce," and "gluten-free hot sauce gift." The first version mostly says "bold flavor," which every food brand says.

HOST: When does a tool like SEOMelon become useful?

MATT: SEOMelon is useful when you have a catalog problem. If you have ten products, you can do this manually. If you have five hundred products, you need a workflow: scan the catalog, identify thin descriptions, generate better product copy and FAQ suggestions, review them, then publish. That is what SEOMelon does.

HOST: But this is not "install SEOMelon and now you're in ChatGPT."

MATT: Correct. Nobody should say that. Shopify and OpenAI control the product-discovery channel. SEOMelon improves the source material. Better source material gives AI systems more useful product facts to match against shopper intent.

HOST: What about merchants who want to opt out?

MATT: This is where the wording matters. There is not a simple checkout opt-out for ChatGPT because purchases complete through your online store checkout. If you need to hide products from AI discovery, use Shopify's AI-channel discoverability guidance and Shopify Catalog controls where available. The help page also notes that products might still appear through other discovery methods like web crawling and indexing. So removing catalog access is not the same thing as making your product invisible to the internet.

HOST: Should most merchants opt out?

MATT: I don't think so. If you sell normal eligible products, this is a discovery channel. The better move is to make sure the product data is accurate, compliant, and complete.

HOST: What should they measure after making changes?

MATT: In Shopify analytics, look for ChatGPT as a referrer where available. Shopify's reporting can show ChatGPT as a referrer to Online Store orders, and the Total sales by referrer report is a practical place to check. But don't stop there. AI traffic attribution is messy. Some AI-driven discovery comes through direct, some through organic, some through app browsers, and Google AI Overviews often live inside organic search reporting. So measure product-page entry sessions, conversion rate, average order value, and Search Console query changes together.

HOST: The headline is not "AI replaces SEO."

MATT: No. The headline is "AI makes product data more important." Your Shopify product page is no longer just a page for humans and Google. It is now source material for AI shopping agents.

HOST: What's the test a merchant should run after this?

MATT: Open your top ten product pages. If a human asked ChatGPT for exactly that product, using normal buyer language, would your page give ChatGPT enough facts to recommend it confidently? If the answer is no, fix those ten pages before you worry about your whole catalog.

HOST: And if you want to scale that across the catalog?

MATT: Use a workflow. SEOMelon is one option. Manual spreadsheets are another if the catalog is small. The important thing is not the tool. The important thing is that your product facts are clear before AI systems read them.

HOST: Next time, we're moving from ChatGPT to Google AI Mode, and the message is not "SEO is dead." It's more inconvenient than that.