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Data-state glossary · reviewed 9 August 2026

Unavailable is not zero.

Shared definitions keep evidence quality, access, interpretation and measured outcomes from being conflated across quality control, reporting, planning and diagnostics.

Mock

A controlled example used to demonstrate a workflow. It is not retrieved from a connected advertising account.

Demo

Illustrative product data used to explain a scenario or interaction. It is not a connected account result.

Live

Authenticated data retrieved from an authorized connected source for the visible account and scope.

Observed

Evidence directly exposed by the named source at the recorded scope and freshness.

Inference

An interpretation derived from evidence. It must remain distinguishable from the observed state.

Partial

Some expected evidence is present and some is missing, so only a bounded conclusion is supportable.

Stale

Evidence exists but is older than the relevant freshness boundary for the decision.

Unavailable

Evidence could not be retrieved or is not accessible. Unavailable is not zero.

Zero

A real measured value of zero from an available source, not a substitute for missing data.

Next verification

The named check, owner or authenticated source required before the operator approves an action.