By Steve Merrill, Founder of WRKNG Digital — October 17, 2026
How do you vet a Shopify agency for AI shopping visibility?
You vet a Shopify agency for AI shopping visibility by asking one blunt question: what do you change on my product data and structured data, and how do you measure whether AI starts recommending me? The ones who answer in specifics are worth talking to. The ones who pivot to backlinks and blog volume are selling you 2019.
I have hired agencies. I have been the client who got sold a dashboard full of vanity metrics. So I know what the dodge sounds like.
Ask what they actually touch
AI visibility work is technical and specific. It lives in your feed, your schema, and your product pages.
A real agency can tell you they will complete your Product structured data, fill blank attributes, add identifiers, and expose price and stock in machine-readable markup. A vague agency talks about content and authority without ever naming a field. If they cannot name what they touch, they are not touching it.
Ask how they measure it
Rankings are the old scoreboard. AI visibility needs a different one.
Ask how they will check whether ChatGPT, Perplexity, and Google AI Overviews start naming you. The honest answer involves running the prompts your customers run and logging whether you appear. Perplexity even shows its sources on every answer, so you can verify citations directly. If an agency has no way to measure the thing you are paying for, you will never know if it worked.
Ask what they will not promise
This is the fastest tell. An agency that guarantees you specific sales or a specific number of citations is guessing, or lying.
Nobody controls what a model outputs. A good team promises the work it will do and how it will measure results, not an outcome it cannot command. We do not promise specific results. We promise what the team will actually do. An agency that talks the same way is being straight with you.
Ask if they even look at AI
Plenty of competent Shopify agencies have never once checked how a store shows up inside an assistant. That is a gap, not a disqualifier, but you need to know.
Shoppers increasingly start inside ChatGPT and Perplexity before they ever reach Google. An agency running the old playbook will optimize you beautifully for a front door fewer people use each quarter.
Here's the bottom line: hire the team that talks about your data and your measurement in plain, specific terms. Everything else is noise.
Frequently Asked Questions
What should I ask a Shopify agency about AI visibility?
Ask what they change on your feed and schema, and how they measure whether ChatGPT and Perplexity start naming you. Specific answers win; backlink talk is a dodge.
What is a red flag when hiring an AI visibility agency?
Guaranteeing specific sales or a specific number of citations. Nobody controls model output, so an honest team promises the work, not the outcome.
Do I need an AI-specific agency or a general Shopify one?
It depends on your gap. Fix a broken storefront with a technical agency first, then layer AI visibility work on top.
Ready to see how AI shopping assistants view your store?
Most Shopify stores are invisible to AI right now. I can show you exactly where yours stands. See how your store shows up in agentic commerce.
