By Steve Merrill, Founder of WRKNG Digital | September 7, 2026
How can you tell if a Shopify agency understands AI commerce?
Watch what they measure and what they build. An agency that understands AI commerce talks about structured data and product feeds, tracks AI citations instead of just Google rankings, understands agentic checkout, shows real AEO results, takes reviews seriously, writes content AI can quote, and reports AI-referral traffic. If they only pitch keywords and backlinks, they're selling you 2020.
I've had a hard time watching store owners hire agencies that talk fast and deliver nothing. The words sound right. The work is old. So here are seven signs that separate the agencies who get it from the ones who don't.
1. They talk structured data and product feeds, not just keywords
AI shopping assistants read your data before they read your copy. An agency that gets AI commerce leads with Product schema, clean offer data, and a healthy product feed, because that's what a machine parses to answer a buying question. Google Search Central lists price, availability, and currency as the core fields, and a real agency treats those as non-negotiable. If the first pitch is about keyword density, walk.
2. They measure AI citations, beyond Google rankings
Ranking number one means less every quarter. What matters now is whether ChatGPT, Perplexity, and Google's AI Overviews name your store when someone asks what to buy. An agency that understands this tracks citation rate as a core metric, not a nice-to-have. Ask them to show you a prompt where an AI cites a client. If they can't, they aren't measuring it.
3. They understand agentic checkout
The next wave is AI agents that buy for the shopper, not just recommend. Shopify already supports this through the Agentic Commerce Protocol and Universal Cart, which let an agent complete a purchase from a store's product data. An agency that gets AI commerce can explain what agentic checkout needs from your catalog and how to be ready for it. If they've never heard the term, they're not watching the market.
4. They have real AEO case results
Talk is cheap in this space right now. A real agency shows a before and after: a store that went from zero AI mentions to getting cited for its key buying terms, or a jump in AI-driven sales. Numbers, dates, screenshots. Ask for one story where they moved a store's AI visibility and can prove it. No proof means no experience.
5. They take reviews and third-party corroboration seriously
AI trusts what other sources say about you more than what you say about yourself. Real review markup, mentions on sites the AI already trusts, and consistent brand info across the web all feed that trust. Schema.org defines aggregateRating for exactly this reason, and an agency that gets it wires your real ratings into structured data. It also builds a plan to get your brand corroborated off your own site. Self-praise doesn't move a machine.
6. They build content AI can cite
AI quotes clear, direct answers, not fluff. An agency that understands AI commerce writes content that leads with the answer, uses question-style headings, and states facts an assistant can lift word for word. Research from Semrush shows listicles and direct-answer formats get pulled into AI responses at high rates. If their content strategy is still 2,000-word intros before the point, it won't get cited.
7. They track AI-referral traffic
You can't improve what you don't watch. A real agency segments traffic and sales coming from ChatGPT, Perplexity, and other AI sources, and reports it every month. That number tells you if the AI work is actually driving buyers, not just impressions. If your reports still only show Google organic, they're hiding from the metric that matters.
How We Chose This List
These are the seven signals we watch when we audit an agency's AI commerce work, and the same standards we hold our own team to. Each one is concrete and testable, so you can ask a direct question and judge the answer. We ranked them by how quickly each one exposes whether an agency really gets it.
FAQ
What should I ask a Shopify agency about AI commerce?
Ask how they measure AI citations, how they handle Product schema and feeds, and whether they can show a store where AI-referral traffic went up. Real answers come with numbers. Vague answers come with buzzwords.
Is AEO different from SEO for Shopify?
Yes. SEO optimizes for blue links in Google. AEO, answer engine optimization, gets your products read and cited inside AI answers from ChatGPT, Perplexity, and Google AI Overviews. An agency that treats them as the same thing is behind.
What is agentic checkout?
Agentic checkout is when an AI agent completes a purchase on a shopper's behalf. Shopify supports it through the Agentic Commerce Protocol and Universal Cart, so your store has to expose clean product data an agent can act on.
How do I know if my Shopify store is ready for AI shopping?
Check whether your products have valid Product schema, a clean product feed, real review markup, and content AI can quote. Then track whether AI assistants actually cite your store for your key buying questions.
Want an agency that measures AI citations and builds for agentic checkout? See how we do it at WRKNG Digital.
