By Steve Merrill, Founder of WRKNG Digital | August 25, 2026
Most Shopify agencies rebranded SEO as AI commerce and changed nothing about the work. Choosing a good one comes down to a simple test: do they touch your product data, or do they just talk about it? Here's how to pick an agency that actually understands AI commerce in 2026.
I've been on both sides of these sales calls. The gap between the pitch and the real work is wide.
What does a real AI commerce agency actually do?
A real AI commerce agency fixes your product feed, adds structured data, and builds content that AI cites. The work starts in your data because that's what ChatGPT and Perplexity read before anything else. Blog volume comes later, if at all.
Here's the thing. AI recommends the store with the clearest, most complete data. An agency that never edits your feed is doing content marketing and calling it AEO.
How do you test if an agency understands AI citations?
Ask one question: how does a single product earn a citation in Perplexity or ChatGPT? A strong agency talks about clean product data, direct-answer content, and structured markup. A weak one talks about backlinks and keyword density.
That question folds most agencies on the spot. OpenAI describes how its models ground answers in real sources in its web search documentation, and a good agency understands that flow.
Should the agency work on your product feed?
Yes. Non-negotiable. AI recommendations start in your Shopify product data: titles, identifiers, attributes, price, and availability. We audited 2,400 products this year and only 11% had the data needed to be recommended by ChatGPT. That's the work.
Ask to see a before-and-after on feed fields from a past client. If they can't show one, they don't do this.
What structured data should they add?
You want specific answers: Product, Offer, FAQ, and Organization schema across your catalog and content. Structured data is the language AI uses to understand your store. Shopify's default themes miss most of it. Schema.org's Product spec is the standard a good agency builds against.
How should they measure success?
Google rankings alone won't cut it. A modern agency tracks mentions and citations across ChatGPT, Perplexity, and Google AI Overviews, plus feed completeness and schema coverage. If every report is Google positions, they're measuring an old world.
What promises should make you nervous?
Guarantees. No agency controls how AI ranks sources. Anyone promising a citation count or a traffic number is selling a story. We do not promise specific results. We promise exactly what our team will build. That honesty is a green flag, not a weakness.
Who owns AI commerce on their team?
You want a named person, not "the team." AI commerce is specialized. If it's an add-on that everyone "also does," nobody owns it and the work slips. Ask who does the feed and schema work, by name.
FAQ
How do I choose a Shopify agency for AI commerce?
Choose one that edits your product feed, adds structured data, tracks AI citations, and can explain how a product earns a recommendation in ChatGPT or Perplexity. Method matters more than the pitch.
What should a Shopify AI commerce agency measure?
AI mention and citation rates across ChatGPT, Perplexity, and Google AI Overviews, plus product feed completeness and schema coverage, not only Google rankings.
Can my current SEO agency handle AI commerce?
Some can if they touch your product data and understand AI citation behavior. Many only rebranded SEO. Ask how a product earns an AI citation to find out.
What is a red flag when hiring a Shopify AI agency?
Guaranteed citations or traffic. No agency controls how AI ranks sources. A trustworthy partner promises the work they'll do, not a specific result.
Want to work with an agency that starts in your data? Get a Shopify AI commerce readiness audit at wrkngdigital.com/agentic-commerce-landing-page.
