The ShelfGrader blog
How to make your store readable to AI shopping assistants, without the jargon. Practical fixes you can ship this week.
AI shopping statistics 2026: traffic is up 393%, but most stores can't be read
AI-referred traffic to US retailers is up 393% year over year and those shoppers now convert better than search (Adobe Analytics). Yet independent studies show most stores still leave the product facts an AI assistant needs out of their markup. The 2026 numbers on AI shopping, AI search and store readiness, with sources.
ReadWe checked 49 online stores for AI shopping visibility. 8 in 10 hid the one signal AI trusts.
We ran 49 stores, from big DTC brands to small independent shops, through the same AI-visibility check a store owner runs. They scored 84 out of 100 on average and looked fine, yet more than 8 in 10 exposed no product rating an AI assistant could read. Here is the data.
ReadShelfGrader vs Peec AI: free store grade or monthly AI monitoring?
Peec AI is an affordable monthly platform that monitors your brand's visibility across AI engines. ShelfGrader gives store owners a free grade of whether AI assistants can read their store, with a paid fix. Here is who each is for.
ReadShelfGrader vs Profound: an honest, cheaper AI-visibility alternative for store owners
Profound is enterprise AI-visibility monitoring for marketing teams. ShelfGrader gives store owners a free grade of whether AI assistants can read their store. Here is an honest comparison of who each one is for.
ReadIs your store visible to ChatGPT? How to check (and get recommended)
When ChatGPT, Gemini or Perplexity answer "where can I buy X," they read the machine-readable version of your product page. Here is how to check whether yours is visible, in about 60 seconds.
ReadAEO for Shopify: how to optimize your store for AI search and ChatGPT (2026)
AEO for Shopify means making your store readable to AI answer engines. On a default Shopify store that is mostly a structured-data job, not a redesign. Here is what to fix, in order.
ReadHow to get your products recommended by ChatGPT (and other AI shopping tools)
A practical, no-fluff guide to getting recommended when shoppers ask ChatGPT, Perplexity, Claude or Google AI to find a product. What assistants read, what to fix first, and how to check where you stand.
ReadHow to check if your store is visible to AI: ChatGPT, Perplexity, Gemini (free)
Three ways to find out what an AI shopping assistant actually sees on your store, from a free automated grade to manual source-code checks.
ReadBest tools to check your store's AI visibility (ChatGPT, Perplexity, Gemini)
An honest look at the tools and methods for checking whether AI shopping assistants can read your store, from purpose-built graders to schema validators and general SEO suites.
ReadProduct schema (JSON-LD) for Shopify: how to get read by ChatGPT and AI search
Product JSON-LD is the single biggest signal an AI shopping assistant reads. Here is exactly what to add, with a copy-paste example.
ReadWhat is llms.txt, and does your store need one?
llms.txt is an emerging standard for telling AI assistants what is on your site. Here is what it does, what goes in it, and whether it is worth adding.
ReadChatGPT Instant Checkout and the Agentic Commerce Protocol (ACP): what store owners need to do now
Assistants are starting to buy, not just browse. Here is what changes for online stores and the short list of things to get right first.
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