WRKNG BLOG
Learn Marketing the way it Should be Done
Agentic Storefronts Are On by Default — The 7 Eligibility Gaps That Silently Exclude You
by: Steve MerrillPublished on: 13/06/2026Shopify Agentic Storefronts are enabled by default, but seven common gaps silently exclude stores from AI agent discovery. Here is what to check.
Schema Markup That Actually Moves AI Citations (And the 4 Types Most Stores Skip)
by: Steve MerrillPublished on: 13/06/2026Four schema markup types that increase AI citations for Shopify stores, and why most stores are only using one of them.
Feed Hygiene: 10 High-Impact Fixes That Lift AI Recommendation Rate
by: Steve MerrillPublished on: 13/06/2026Ten specific product feed fixes that increase how often ChatGPT, Perplexity, and Google AI recommend your Shopify store products.
The 24-Point AI Visibility Checklist We Run on Every Store (Free Audit Teardown)
by: Steve MerrillPublished on: 13/06/2026The exact 24-point checklist WRKNG Digital runs on every Shopify store before calling it AI-visible or invisible. Most stores score an F.
What Is the WRKNG Digital Blog?
This is where I document what I'm actually building and observing — not predictions about what AI might do someday, but what's happening right now with Shopify stores, AI shopping assistants, and the shift in how people find products online.
I run AI visibility audits on Shopify stores. I see the data. Most stores are invisible to ChatGPT, Perplexity, and Google AI Overviews — not because their products are bad, but because the structural signals AI crawlers look for aren't there.
That gap is what this blog covers.
What Will You Find Here?
AI Commerce Readiness
How AI shopping assistants like ChatGPT Shopping, Perplexity, and Google AI Overviews decide which products to recommend — and what Shopify stores need to do to show up. This includes structured data, product feed optimization, and content structure.
Answer Engine Optimization (AEO)
AEO is the practice of structuring your content so AI systems can extract it, quote it, and cite it. Different from SEO. Different signals, different ranking factors, different content requirements. I break down what it actually looks like in practice.
Real Data from Real Audits
I've audited hundreds of Shopify stores for AI readiness. The patterns are consistent. I share anonymized findings, before-and-after examples, and what the numbers actually show — not what anyone's guessing.
Agentic Commerce
AI agents that browse, compare, and recommend products are already live in ChatGPT, Copilot, and Perplexity. I cover what's changing, what Shopify's platform is doing about it, and what merchants need to do now before the window closes.
Frequently Asked Questions
What is AI commerce readiness for Shopify stores?
AI commerce readiness is a measure of how well your Shopify store is structured for discovery by AI shopping assistants like ChatGPT, Perplexity, and Google AI Overviews. It includes your structured data (JSON-LD schema), product feed quality, robots.txt permissions for AI crawlers, and content extractability. Most stores score an F when audited for these factors.
What is Answer Engine Optimization (AEO)?
AEO is the practice of structuring your content so AI systems can find it, understand it, and cite it when answering user questions. Unlike SEO, which targets a ranked position on a results page, AEO targets a citation inside an AI-generated answer. The signals are different: question-based headings, structured Q&A content, clear definition blocks, and authoritative external references.
How is AI product discovery different from Google Search?
Google Search returns a list of links ranked by relevance. AI shopping assistants like ChatGPT and Perplexity synthesize a recommended answer — selecting specific products or brands based on structured data, citation patterns, and content credibility signals. 67.8% of pages cited by AI don't rank in Google's top 10, according to Surfer SEO's research. Optimizing for one doesn't automatically optimize for the other.
How do I know if my Shopify store is visible to AI shopping assistants?
Run a free AI Commerce Audit Here. It scores your store across the key AI discoverability factors — structured data, product feed coverage, content extractability — and identifies what to fix first.