How should we publish original data so engines cite it?

What this checks

The publishing standard for a number you own: one stable page, method visible, date visible, and where to place it.

When to ask this

Best once you have some organic traffic and at least one AI-visibility measurement on file — useful across Some Traction and Heavy Traction stages. This is a live diagnosis over your own data, not a static report, so there's nothing to check before you've been measured at least once.

When this can't anchor to your data

This always returns its rules — nothing about your account makes it withhold advice. What varies is whether the advice is anchored to a measured fact about your content or delivered as general guidance. Without a content reading on file, it says so directly: "No content check is on file, so nothing here can say whether your pages already carry anything first-hand."

How to ask it in chat

"how should we publish our original data so engines cite us instead of a recap"

What you'll get back

A direct answer computed from measurements already on file — no extra cost, no new data is purchased to answer this.