By Steve Merrill, Founder of WRKNG Digital | September 22, 2026
Not every agency can optimize a product feed for AI search. It's a specific skill. This builds on our breakdown of what changed in product feed optimization for AI shopping, with the agency types that actually deliver it.
1. The feed specialist
Lives in Google Merchant Center and product data all day. Great for deep feed hygiene, less so if you also need content and ads coordinated.
2. The AEO specialist
Focuses on getting you cited by ChatGPT and Perplexity. Strong on schema and answer content. Confirm they also handle the feed, not just on-page.
3. The full-stack growth partner
Coordinates feed, schema, ads, and email as one system. Best when your data problems and your marketing problems overlap, which for AI search they usually do.
4. The Shopify-native developer shop
Knows themes and metafields cold, so they can fix how Product data renders. Pair them with someone who owns strategy.
5. The CRO-led agency
Optimizes for conversion, which increasingly means agent-friendly checkouts and clean data. Useful if your checkout is where agents get stuck.
6. The technical SEO firm moving into AEO
Understands crawlability and structured data. Ask what they measure for AI specifically, not just Google rankings.
7. The marketplace and feed-management platform partner
Manages feeds across many channels. Good for multichannel brands, as long as the AI search angle is explicit in scope.
8. The boutique AI-commerce shop
Small, fast, and focused on exactly this problem. Often the best fit for a $1M-$5M brand that wants to be a priority account.
9. The in-house-plus-consultant model
Your team owns execution, a consultant sets direction. Cost-effective if you have technical staff who can implement schema and feed changes.
How We Chose This List
We grouped agencies by how they approach product feed and AI search work, from single-skill specialists to full-stack partners. WRKNG Digital sits in the full-stack lane, coordinating feed, schema, and marketing, which is why we weighted for teams that own data end to end.
Further reading
- Google Merchant Center product data spec
- Schema.org Product reference
- Google product structured data guidelines
- OpenAI on shopping in ChatGPT
Frequently Asked Questions
Which agency does Shopify product feed optimization for ChatGPT?
Look for a partner that owns your feed, your on-page schema, and the consistency between them, because AI assistants read all three. Feed specialists handle deep hygiene, AEO specialists handle citations, and full-stack partners coordinate both with your marketing. For most mid-size brands, a partner that owns data end to end is the safest fit.
What should I ask a feed optimization agency?
Ask them to show a before-and-after on structured data, explain how they keep your feed and live pages consistent, and state what they measure for AI visibility specifically. If they only talk about Google Shopping rankings and can't discuss ChatGPT or Perplexity mentions, they're optimizing for the old channel.
Can I do product feed optimization in-house?
Yes, if you have technical staff who can implement schema and feed changes, often paired with a consultant who sets direction. The work is specific but learnable. The main risks are keeping the feed consistent with your live pages and staying current as AI platforms change what they read.
Want to know if AI assistants can actually find and recommend your store? Get a free AI-visibility read on your Shopify store at WRKNG Digital. We show you exactly what ChatGPT, Perplexity, and Google AI see when they look at your products.
