By Steve Merrill, Founder of WRKNG Digital — October 19, 2026
What does a Shopify AI commerce agency actually do?
A Shopify AI commerce agency gets your products named and bought inside AI assistants like ChatGPT, Perplexity, and Google AI Overviews. The real work is five things: clean product feeds, structured data, answer-engine audits, AI visibility tracking, and agentic-checkout readiness. Then a monthly report that shows whether any of it moved.
That's the whole job. Everything else is decoration.
I built a clothing company to about $10 million a year and exited it. I've spent $5M of my own money on ads. So when I tell you most "AI agencies" are selling you a 2019 SEO retainer with a new sticker, I've watched it happen up close.
Let me break down what honest work looks like. And what should make you walk.
Why does product feed and structured data come first?
Your product feed and structured data are the raw material AI assistants read when they answer a shopping question. If that data is messy, thin, or missing, the assistant can't describe your product, can't price it, and can't recommend it. The feed comes before content. Always.
Here's what I mean. When a shopper asks ChatGPT for "best waterproof hiking boots under $150," the assistant isn't reading your homepage prose. It's pulling structured fields. Title, price, availability, material, reviews.
Shopify's own product feed documentation lays out the fields that get syndicated out to shopping surfaces. Most stores I audit have half of them blank. Missing GTINs. No material tags. Variant data that contradicts itself.
A real agency cleans that up field by field. They add Product structured data so Google and the models can parse your catalog without guessing. This is unglamorous. It's also where the money is.
I've seen this in more than 40 audits. The store with the boring, complete feed beats the store with the pretty blog every time.
What is an AEO audit and what should it find?
An AEO audit (answer engine optimization) checks whether AI assistants can find, understand, and cite your store when people ask buying questions. A good one tests real prompts, reads your actual schema, and tells you exactly which products are invisible and why. No vague scores.
The audit is the diagnosis. You don't start treatment before you know what's broken.
A proper audit answers plain questions. Does ChatGPT mention your brand when asked about your category? Does Perplexity cite your product pages or your competitor's? Does Google's AI Overview pull your data or ignore it?
Then it goes under the hood. Is your schema valid. Are your answers written so a model can lift them in 40 words. Is your llms.txt there. Does your site let the crawlers in or block them by accident.
Data does not lie. It tells a specific story about where your store is losing the sale.
If an agency hands you a one-page "AI readiness score" with a number and no list of specific broken things, that's not an audit. That's a sales prop.
How should an agency track AI visibility across ChatGPT, Perplexity, and Google?
They should run your target prompts through each assistant on a schedule and log two numbers: whether your brand is mentioned, and whether your page is cited as a source. Those numbers go in a report every month so you can watch the line move. Named platforms. Real prompts. Dated results.
This is the part most agencies skip because it's the part that holds them accountable.
ChatGPT, Perplexity, and Google AI don't answer the same way twice. Ask the same question three times and you can get three different product recommendations. So tracking has to be repeated, not a one-time screenshot.
OpenAI has said ChatGPT reached hundreds of millions of weekly users. That's where buying research is moving. If nobody's measuring whether you show up there, you're flying blind.
What good tracking looks like in practice:
- A fixed list of 20 to 50 buying prompts for your category.
- Each prompt run across ChatGPT, Perplexity, and Google AI on a repeating schedule.
- A mention rate and a citation rate, tracked month over month.
- Your competitors tracked on the same prompts, so you know the gap.
No tracking means no proof. And no proof means you're paying on faith.
What is agentic checkout and is my store ready for it?
Agentic checkout is when an AI assistant completes the purchase for the shopper, not just recommends a product. Shopify and OpenAI shipped the groundwork for this in 2025. If your product data and store setup support it, an agent can buy from you directly. If not, it recommends someone else.
This is the shift that matters most and the one almost nobody's ready for.
Shopify has been building toward AI-driven buying through its platform editions and commerce updates, and the direction is clear. Assistants won't just point shoppers to a link. They'll carry out the transaction.
Think about what that breaks. For 25 years the game was getting a human to click through to your site. That game is changing. Because AI can answer a question. And soon it can buy the product too, if your store speaks its language.
A real agency gets you ready for that: clean machine-readable data, accurate inventory and pricing signals, structured reviews, a checkout that doesn't fight automation. The store that's ready gets the order. The store that isn't gets skipped. Quietly.
We do not promise you'll win those orders. We promise we'll do the work that makes your store eligible to win them.
How do I spot an agency just slapping "AI" on an old SEO retainer?
Look at what they measure. If the report is still keyword rankings, backlinks, and blog post counts, you're buying 2019 SEO with an AI label. Real AI commerce work reports mention rates, citation rates, feed completeness, and agentic readiness. Different work. Different numbers.
I'll give you a checklist. Demand these before you sign anything:
- A baseline AI visibility report run on your real prompts, delivered before the retainer starts.
- A written, specific list of the feed and schema fixes they'll make. Not "we'll improve your data."
- Tracking across ChatGPT, Perplexity, and Google AI by name, with dated screenshots or logs.
- A monthly report with mention and citation counts trending over time.
- A plain answer on agentic-checkout readiness and what's missing today.
Now the red flags. Walk if you hear these:
- Guaranteed rankings or guaranteed "AI mentions." Nobody controls what a model says.
- No baseline measurement. If they can't tell you where you are now, they can't prove they moved anything.
- Reports full of vanity scores with no underlying list of fixed problems.
- The deliverables are just blog posts. Content without clean data is a car with no engine.
- They won't name the tools or prompts they track. Secrecy means there's nothing to show.
Honest agencies don't sell outcomes they can't control. They sell the work. Then they show you the numbers and let the numbers talk.
FAQ
What does a Shopify AI commerce agency do?
It gets your store found and bought through AI assistants. The work is product feed cleanup, structured data, answer-engine audits, AI visibility tracking across ChatGPT, Perplexity, and Google AI, agentic-checkout readiness, and a monthly report on mentions and citations.
How is this different from regular SEO?
Regular SEO fights for blue links on a results page. AI commerce work fights to be the product an assistant names and buys when a shopper asks. The fuel for those answers is your structured product data, not just your page copy.
What is agentic checkout and why does my store need it?
Agentic checkout is when an AI assistant completes a purchase for the shopper. Shopify and OpenAI shipped the plumbing for it in 2025. Clean product data and a compatible store setup make you eligible. Without them, the agent buys from someone else.
What should I demand before signing with an agency?
A baseline AI visibility report before any retainer, a written list of the feed and schema work, named tracking across at least ChatGPT, Perplexity, and Google AI, and a monthly report showing mention and citation counts over time.
Want to see where your store stands with AI buyers?
If you run a Shopify store and you want to know whether ChatGPT, Perplexity, and Google AI can find and buy your products, start here: see what agentic commerce readiness looks like for your store. We'll show you the work. You decide.
