The ShelfGrader blog
How to make your store readable to AI shopping agents, without the jargon. Practical fixes you can ship this week.
6 min read
How to add Product schema so AI shopping agents recommend your store
Product JSON-LD is the single biggest signal an AI shopping agent reads. Here is exactly what to add, with a copy-paste example.
Read4 min read
What is llms.txt, and does your store need one?
llms.txt is an emerging standard for telling AI agents what is on your site. Here is what it does, what goes in it, and whether it is worth adding.
Read5 min read
ChatGPT Instant Checkout and agentic commerce: what store owners need to do now
Agents 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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