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Exposing a machine-readable feed

JSON-LD, feed, robots.txt, llms.txt and the agent endpoint — what works, what stays uncertain.

Citely Team4 steps6 min

Beyond the page, there's the technical layer that crawlers and agents read. Here's the priority order — and what doesn't yet keep its promises.

1. Markup first

schema.org/Product in JSON-LD is the base engines already read. It's the highest-return lever; start there.

2. A structured, up-to-date feed

Expose a clean feed, kept up to date from your catalog, with price and stock consistent with your pages.

3. robots.txt: control access

robots.txt tells bots — including AI crawlers — what they may crawl. You stay in control of who accesses what.

4. llms.txt: useful, but no guarantee

llms.txt is a community proposal, not a standard adopted by major engines. Do it if it's quick — but after the essentials, not instead of them.

Go from theory to your catalog.

Citely structures and measures your catalog from your real data — never invented.