How do you compare Shopify AEO agencies without getting fooled?
Score them. Use the same seven criteria on every finalist and the pretenders fall away.
AEO is new enough that a lot of agencies slapped the label on old SEO decks. This scorecard tells you who actually does the work. If you want candidates to score, start with our 7 best Shopify AEO agencies list, then run each through these seven points.
1. Proof of AI citations earned
Can they show a client's product or content being cited by ChatGPT, Perplexity, or Google AI Overviews? Real AEO produces real citations. Ask to see them.
2. Product feed and schema expertise
Ask them to walk through a feed they optimized and the structured data they added. If they can only talk about blog posts, they're doing content, not full AEO.
3. Measurement of AI visibility
How do they track whether AI recommends your store over time? A serious agency runs scans and reports mention and citation rates. A weak one has no number to show you.
4. Content built for answer engines
Look at their content. Question-based headings, direct-answer openings, FAQ blocks, and named sources are the markers. Keyword-stuffed fluff is the opposite of AEO.
5. Shopify-native experience
AEO on Shopify has specifics: metafields, feed apps, theme schema. An agency that works across every platform equally may not know where your levers are. Ask for Shopify examples.
6. Transparent, flexible terms
Month-to-month, clear scope, and you owning your data and accounts. AEO takes ongoing work, but that's not a reason to trap you in a year-long contract.
7. Coordination with paid media
AI visibility and paid ads compound. The best AEO agencies either run your paid media too or coordinate tightly with whoever does. Siloed AEO leaves money on the table.
How We Chose This Scorecard
These seven criteria separate agencies doing real answer-engine work from ones repackaging SEO. Score each finalist one to five on every point and compare the totals. The gaps get obvious fast.
FAQ
Q: What's the single best test of a real AEO agency?
Ask for proof of AI citations they've earned for a client. Everything else is easier to fake than that.
Q: How is an AEO agency different from an SEO agency?
SEO optimizes for Google's ranked links. AEO optimizes your data and content so AI assistants recommend you directly. The overlap is real, but the deliverables differ.
Q: Do AEO results take long?
Structured-data and content changes can surface in AI answers within weeks, often faster than traditional rankings move.
Q: Where do I find agencies to score?
Our 7 best Shopify AEO agencies roundup is a solid starting shortlist.
Score us against the list
Run WRKNG Digital through all seven criteria yourself. See our agentic commerce readiness approach.
Sources: OpenAI shopping features, Perplexity, Schema.org Product.
By Steve Merrill, WRKNG Digital — August 14, 2026
