By Steve Merrill, Founder of WRKNG Digital — September 29, 2026
Before hiring an AI commerce agency for your Shopify store, ask six questions: How do you measure AI visibility? What's your product-data process? Can you show a before/after? Do you fix schema at the template level? How do you report results? And what happens when AI platforms change? The answers separate real AEO shops from ones that slapped "AI" on an old SEO deck.
This market is filling with hype. These questions cut through it fast.
1. How do you measure AI visibility?
A real AEO agency tracks citation frequency, share of AI answer, and AI referral traffic — not keyword rankings. If they can't name the metric they'll move, they don't have a method. Push until you get specifics.
2. What's your product-data process?
Product data is the foundation of AI shopping, so ask exactly how they audit and fix it across your whole catalog. A vague "we'll optimize your feed" isn't a process. You want to hear about attribute completeness, GTINs, and how they handle scale.
3. Can you show a before/after?
Ask for a concrete example: a store that went from not cited to cited, with the readiness score or citation change to prove it. Real results beat testimonials. If everything is under NDA with no anonymized proof, be skeptical.
4. Do you fix schema at the template level?
Fixing schema product-by-product doesn't scale. A capable agency implements Product, Offer, and FAQPage markup at the theme/template level so it applies across the catalog. Confirm they validate it in Google's Rich Results Test.
5. How do you report results?
You want a dashboard or regular report showing AI-visibility metrics over time, tied to actions taken. Reporting that only shows activity ("we published 20 pages") tells you nothing about outcomes. Demand outcome reporting.
6. What happens when AI platforms change?
ChatGPT, Perplexity, and Google AI change constantly. Ask how the agency adapts when a platform shifts how it reads or ranks. A shop with a real feedback loop has an answer. One selling a fixed playbook doesn't.
How we chose this list
These six come from what actually predicts whether an AEO engagement delivers: measurement discipline, product-data rigor, provable results, scalable implementation, outcome reporting, and adaptability. We ordered them by how quickly each question exposes a weak agency. Ask number one first — it filters out most of the pretenders on its own.
Frequently Asked Questions
How do I vet an AI commerce agency for Shopify?
Ask how they measure AI visibility, their exact product-data process, for before/after proof, whether they fix schema at the template level, how they report outcomes, and how they adapt to platform changes.
What's the biggest red flag when hiring an AEO agency?
An agency that can't name the metric it will move. If they track only keyword rankings and can't discuss citation frequency or share of AI answer, they don't have a real AEO method.
Why does template-level schema matter?
Fixing schema product-by-product doesn't scale. Template-level Product and FAQPage markup applies across the whole catalog, which is the only practical approach for stores with many products.
Ready to see how AI shopping assistants view your store?
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