What is an AI visibility score, and how is it calculated?
How AI visibility scores work for Shopify products, including recommendation frequency, prompt coverage, and visibility share.
Insights / Topics
Generative engine optimization
13 posts tagged Generative engine optimization.
Shopify structured data and schema markup for AI shopping assistants
A merchant's guide to Product, Offer, and AggregateRating schema markup, and why it matters more with AI assistants than it ever did for search.
How often should you check your Shopify store's AI shopping visibility?
AI assistants change their answers over time, so a one-time visibility check isn't enough. Here's how often to recheck and why.
How customer reviews influence AI shopping recommendations
Why review volume, ratings, and structured review data act as a trust signal that shapes whether AI assistants recommend your Shopify products.
AI shopping visibility for small Shopify stores: where to start
A prioritization guide for small Shopify merchants who can't fix everything at once, focused on which products and fixes matter most first.
Why AI recommends your competitors instead of you
Common reasons AI assistants recommend competitor products over yours, and how to find out who's actually getting recommended in your category.
How to get ChatGPT to recommend your Shopify products
Practical steps to make ChatGPT and other AI assistants more likely to recommend your Shopify products when shoppers ask what to buy.
How Google AI Overviews change product visibility for Shopify merchants
Google AI Overviews answer shopping questions directly on the results page. Here's what that means for Shopify merchants and how it differs from ranking.
Does Perplexity recommend Shopify products? What merchants need to know
How Perplexity's citation-based answers differ from ChatGPT, and what that means for Shopify merchants trying to get recommended.
The AI readiness checklist every Shopify merchant needs
A practical checklist for making your Shopify store easier for ChatGPT, Gemini, and other AI assistants to recommend, grouped by semantic, technical, and commerce fixes.
7 product page fixes that improve AI visibility
Product description best practices and structured data fixes that help ChatGPT, Gemini, and Perplexity recommend your Shopify products.
GEO vs SEO vs AEO: what Shopify merchants need to know
GEO, SEO, and AEO all shape whether shoppers find you, but they optimize for different surfaces. Here's what each means and how to prioritize them.
Why AI shopping visibility matters now
AI shopping visibility means whether ChatGPT, Gemini, and Perplexity recommend your Shopify products. Here's what's changing and how to check yours.