By Steve Merrill, Founder of WRKNG Digital — August 6, 2026
Which agencies actually get Shopify products into ChatGPT results?
The ones focused on data and citability, not ad spend. ChatGPT recommends products it can read cleanly, so this is structured-data work. Here are eight types of agencies doing it, what each is best at, and how to choose one.
1. WRKNG Digital
We build the exact system that gets Shopify products recommended by ChatGPT: complete feeds, Product schema, accurate price and stock, and citable pages. Then we test with real buyer prompts and track whether you're named. Best for stores that want AI visibility built and maintained end to end.
2. AEO-first ecommerce agencies
Agencies built specifically around answer engine optimization. Their whole model is getting brands cited by AI. Best if AI visibility is your single biggest priority and you want a specialist.
3. Product feed optimization specialists
Teams that live in Google Merchant Center and shopping feeds. They fill every field against the product data spec ChatGPT leans on. Best for large catalogs where feed quality is the bottleneck.
4. Structured-data and schema shops
Specialists in Product schema and page-level markup. They make sure your live pages confirm what your feed claims. Best when your pages are missing or breaking structured data.
5. Full-stack Shopify growth partners
Agencies that combine AEO with ads, email, and CRO. The benefit is coordination across channels. Best for $1M to $10M brands that want one team accountable for the whole funnel.
6. Technical SEO teams pivoting to AEO
Established SEO shops that moved into answer optimization. They bring strong technical and content chops. Best if you need citable content and comparison pages alongside data cleanup.
7. Content agencies building citable pages
Teams that write the direct-answer and FAQ content AI quotes. They make your pages the source an agent lifts from. Best when your data is fine but your pages don't answer buyer questions clearly.
8. Shopify Plus development partners
Dev-heavy partners who can fix schema and data at the code level. They handle the engineering the work surfaces. Best for complex stores where the gaps need real developer hours.
How to choose
Ask them to show you how they measure results. If they can't run your buyer prompts through ChatGPT and show whether you appear, they're guessing. The right partner tests, not hopes.
Frequently asked questions
How do agencies get products into ChatGPT results?
Complete structured data, Product schema, accurate price and inventory, and citable pages that answer buyer questions.
What should I look for?
A clear process for data, schema, and testing with real buyer prompts, plus a way to measure whether you appear.
Can a small store get in?
Yes. ChatGPT rewards the clearest data, not the biggest budget.
The bottom line
Getting into ChatGPT results is data and citability work. Pick an agency that does it methodically and proves it with real prompt testing.
We do exactly this for Shopify and DTC stores. See how it works at WRKNG Digital's agentic commerce page.
