By Steve Merrill, Founder of WRKNG Digital — June 9, 2026

Most Shopify store owners hiring an agency right now are asking the wrong question. They're asking "can you do AI SEO?" when they should be asking "have you ever run an actual AI commerce audit on a live store?"

Those are two very different things. The first gets you a nod and a proposal. The second tells you whether the agency knows what AI commerce actually requires, or whether they're selling you old SEO work with a new name on it.

Here's what to look for and what to ask before you sign anything.

What does "AI commerce readiness" actually mean for a Shopify store?

An AI commerce-ready Shopify store shows up when someone asks ChatGPT, Perplexity, or Google AI Overviews to recommend a product. That requires complete product feed data, schema markup AI systems can parse, and content structured for citation.

Shopify's platform syncs product data to Google Merchant Center by default, but that default sync doesn't make your store AI-ready. Shopify's own product data documentation shows that attributes like material, condition, age group, and gender are optional in the standard Merchant Center setup. Optional for Google's traditional algorithm. For AI shopping assistants, missing attributes are disqualifying. They need complete data to make a confident recommendation, and if your feed has gaps, they recommend someone else's product instead.

I've run AI readiness audits on 40+ Shopify stores this year. The average attribute completion rate was under 30%. Stores that had done any AI-specific feed work came in at 70-80%. The visibility gap between those two groups isn't small.

Why do most Shopify agencies fail at AI commerce work?

They haven't changed what they actually do.

Most agencies are running the same technical SEO audit they built in 2021, adding "AI" to the service menu, and hoping clients don't ask hard questions. The reason this happens isn't always bad faith. Real AI commerce work requires understanding something most traditional SEO agencies don't: how each AI shopping platform actually pulls data to make a recommendation.

ChatGPT Shopping, for example, runs on Microsoft's product index. That means your store needs to be properly configured in Microsoft's Merchant Center, which has its own feed specification separate from Google's. Perplexity pulls from a different data mix. Google AI Overviews uses a different weighting model than classic organic rankings.

Each platform has its own data requirements. An agency that can't explain that difference in a sales call probably can't execute it in your store.

What's the difference between traditional SEO and real AEO work?

They share some technical foundations. Both care about schema markup and content structure. The work diverges at the execution level.

Traditional SEO work looks like: title tag fixes, backlink building, page speed improvements, meta description rewrites. Real AEO work looks like: product feed attribute audits with pass/fail criteria, structured data built specifically for AI parsing, citation-ready content with entities AI assistants can extract, and tracking your store's actual visibility in AI-generated product recommendations over time.

If an agency hands you a "Technical SEO + AEO Bundle" without drawing a clear line between the two in the deliverables, they're almost always doing the first and billing for both.

What questions should you ask a Shopify agency about AI commerce?

Ask them upfront. The answers come fast.

First: "Can you show me a before-and-after AI readiness score from a recent client?" An actual audit document with numbers, not a slide deck with improvement bullets. If they don't have one, that's your answer.

Second: "Which AI shopping platforms do you track for visibility, and how do you measure citation rates?" If the answer circles back to Google rankings and stops there, you're not talking to an AI commerce agency.

Third: "Walk me through how you'd audit our product feed for AI commerce specifically." What attributes do they check? What's the pass/fail benchmark? Can they explain the difference between what Google needs and what ChatGPT Shopping needs?

Fourth: "Have you done work in Microsoft's Merchant Center for ChatGPT Shopping?" The Google Merchant Center product data spec and Microsoft's spec diverge in meaningful ways. Agencies doing real ChatGPT Shopping work know both feeds. Most don't.

One more: "Where are your gaps in AI commerce right now?" A solid agency tells you what they don't know yet. That honesty matters more than a clean pitch deck.

How do you spot an agency rebadging old SEO as AEO?

Look at the deliverables. That's it.

Real AEO work produces: a product feed audit with pass/fail by attribute, schema markup tied to AI parsing requirements, AI citation tracking across ChatGPT, Perplexity, and Google AI Overviews, and content structured around the entities and questions AI assistants actually pull answers from.

Rebadged SEO produces: metadata updates labeled "AI optimization," a blog content calendar with "AEO-friendly topics," keyword research with AI search volume estimates, and a monthly report showing organic Google rankings.

That second list isn't worthless. It's just not AI commerce work. If an agency can't tell you which specific deliverables affect your visibility in ChatGPT Shopping versus Google AI Overviews, you're buying something other than what you asked for.

What should a real AI commerce engagement deliver?

A baseline. That's the starting point.

Within the first 30 days, you should receive an AI readiness audit covering your product feed attribute completeness, schema markup coverage, and current AI citation status across the platforms that matter. Not estimates. An actual report on where your store stands right now.

From there, the work is methodical. Product feed attributes get completed to the standards each AI platform requires. Schema markup gets added or corrected. Content gets restructured around the entities and questions AI assistants pull answers from. And you track whether your store's visibility in AI-generated product recommendations is improving month over month.

Anything less than a documented baseline in the first 30 days is a red flag. You can't improve what you haven't measured.

What red flags should you watch for when evaluating agencies?

A few specific ones matter more than the rest.

Watch for agencies that can't name the specific AI platforms they're targeting. "AI SEO" without a platform breakdown is a category, not a service.

Watch for agencies that use the same audit template for AI commerce as they do for traditional SEO. Ask to see the report structure before you sign. If the AI section is a rebranded version of their standard technical audit, walk away.

Watch for any agency that promises placement in AI-generated recommendations. Nobody can guarantee that. What a good agency promises is that your data meets the requirements for AI shopping assistants to include your products. The rest depends on your product, pricing, reviews, and factors outside any agency's control.

Watch for no mention of product feeds at all. If the entire engagement is content and backlinks with nothing about feed data, you're not getting AI commerce work.

Frequently asked questions about choosing a Shopify agency for AI commerce

What should I look for in a Shopify agency for AI commerce in 2026?

Look for agencies that can show a real AI readiness audit from a past engagement, explain the product feed requirements for ChatGPT Shopping and Perplexity specifically, and clearly separate their AEO deliverables from traditional SEO work. A real audit report from a past client is the fastest way to verify capabilities.

What is the difference between AEO and SEO for Shopify stores?

Traditional SEO targets Google's ranking algorithm through backlinks, metadata, and page authority. AEO targets AI shopping assistants through complete product feed attributes, structured data, and content that AI systems can cite when answering product recommendation queries. The technical foundations overlap, but the execution is different enough that they require different skill sets.

How can I tell if an agency is rebadging old SEO services as AEO?

Ask to see deliverables from a recent AEO engagement. Real AEO work produces product feed audit reports with attribute-level pass/fail data and AI citation tracking across multiple platforms. Rebadged SEO produces metadata updates and blog content calendars with "AI-friendly" labels. If an agency can't tell the difference when you ask directly, that's your answer.

Which AI shopping platforms should a Shopify agency be targeting in 2026?

The main platforms are ChatGPT Shopping through Microsoft's Merchant Center, Perplexity product recommendations, Google AI Overviews, and Google's Shopping Graph. Each has its own feed requirements and data standards. An agency that only mentions Google is working with an incomplete picture of where your customers are discovering products right now.

What should a Shopify AI commerce engagement cost in 2026?

Pricing varies based on store size, feed complexity, and scope. The more important question is what the engagement actually includes. A retainer without product feed work, AI citation tracking, and a documented baseline audit isn't a real AI commerce engagement, regardless of the monthly number.