By Steve Merrill, Founder of WRKNG Digital | August 25, 2026
Before you hire a Shopify AEO agency in 2026, ask how a single product earns a citation in ChatGPT or Perplexity. If the answer is about backlinks and keyword density, walk away. Here are nine questions that separate a real AEO agency from an SEO shop that swapped the label. Steal them for your next sales call.
I've sat on both sides of these calls. Most agencies fold on question one.
1. How does a product earn an AI citation?
A strong agency will talk about clean product data, structured markup, and direct-answer content. A weak one talks about link building. AI cites the source that answers the question clearly, per how OpenAI describes web search grounding.
2. Will you edit my product feed?
AEO starts in the feed. If an agency won't touch your Shopify product data, they're doing content marketing, not AEO. Ask to see a sample before-and-after on feed fields.
3. What schema will you add?
You want specific answers: Product, Offer, FAQ, Organization. Structured data is how AI understands your store. Vague answers here mean they don't do the technical work themselves.
4. How do you measure AI visibility?
Rankings won't cut it. Ask how they track mentions and citations across ChatGPT, Perplexity, and Google AI Overviews. If they only report Google positions, they're measuring the wrong thing.
5. Which AI platforms do you optimize for?
Each assistant reads sources differently. A real agency can name the platforms they target and explain how the approach differs. Perplexity leans on fresh citable pages. ChatGPT Shopping leans on product data.
6. What does your content actually look like?
Ask for examples. You want direct-answer FAQs, comparisons, and roundups that answer the question in the first two sentences. That structure is what AI lifts into an answer.
7. How do you handle agentic commerce?
Agentic commerce means AI agents browsing and buying on a shopper's behalf. Ask what your store needs to be ready. If they haven't thought about it, they're behind. Shopify has been shipping agent-facing features, documented in its developer docs.
8. Who owns AEO on your team?
You want a named person, not "the team." AEO is specialized. If it's an add-on that everyone "also does," nobody owns it and the work slips.
9. What do you promise?
Run from anyone guaranteeing citations or traffic. A good agency promises the work they'll do, not a result they can't control. We do not promise specific rankings. We promise what our team will actually build.
How We Chose These Questions
Each question targets a place where fake AEO agencies fall apart: product data, schema, measurement, and platform-specific strategy. If an agency answers all nine with substance, they do the real work.
FAQ
What is a Shopify AEO agency?
A Shopify AEO agency improves your product feed, structured data, and content so AI assistants recommend your store. AEO stands for answer engine optimization, which targets AI answers instead of blue-link rankings.
How much should Shopify AEO cost?
Pricing varies by catalog size and scope, so ask for a scope tied to your store. Focus less on the number and more on whether the agency touches your feed and schema directly.
Can my current SEO agency do AEO?
Some can, many can't. Use these nine questions to check. If they only talk about rankings and links, they haven't made the shift to AEO yet.
What is the biggest red flag?
Guaranteed results. No agency controls how AI models rank sources. A trustworthy partner promises specific work, not a specific citation count.
Want an agency that passes all nine? Start with a Shopify AI commerce readiness audit at wrkngdigital.com/agentic-commerce-landing-page.
