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Use case·Online stores//LLMReady

Prices, stock and policies that AI assistants can quote correctly.

Shoppers ask assistants which product to buy and what it costs. When prices and reviews load only after scripts run, or a firewall refuses the crawler, the assistant answers from old or third-party data.

acme-supply.example/products/box-500ChatGPT-User
HTTP 200<div id="app"></div>Loading prices...No Product markup
AI readiness
38
acme-supply.example/products/box-500.mdserved

Reusable container, 500 ml

Food-safe reusable container with a snap lid.

Details

  • Price $0.42 per unit
  • In stock, ships in two business days
  • Returns accepted for 30 days
llms.txtmarkdownjson-ld
AI readiness
90
What LLMReady does

What changes for this job.

  • Serves product, price, shipping and returns pages as clean markdown with Product markup
  • Shows which assistants send visitors to which product pages
  • Alerts when a security rule starts refusing search bots
Checks that matter most

Start with these three.

JSON-LD

Structured data

Organization, Product, Article and FAQ markup that tells machines what a page is about without guessing.

no JavaScript

Content without scripts

Many crawlers do not run JavaScript. LLMReady compares what loads with and without it and flags text that goes missing.

403 / 429

Firewall and bot rules

Security tools often block AI crawlers by accident. LLMReady requests your pages as each bot and reports what comes back.

FAQ

Questions on this use case.

01Does it change my storefront?
No. Visitors see the same site. Only crawlers get the agent version.
02Does it work with Shopify, WooCommerce and custom stores?
Yes. It connects at the CDN or edge and reads what your server returns, so the platform does not matter.
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