Search & AI Visibility OS
Measure & Prove

Separate Missing Data From Zero Performance

Know whether a zero is an observed result or whether the source has not captured the metric.

Use source-readiness and evidence coverage states so reports and decisions do not convert missing data into a false zero.

Connected workflow

From the current state to the next verified decision

Each step stays tied to the evidence captured in the step before it.

  1. 1

    Check source readiness

    Confirm whether the crawl, Search Console, analytics or provider evidence needed by the metric exists.

  2. 2

    Keep absence explicit

    Show unavailable evidence as not captured instead of converting it to a numeric result.

  3. 3

    Act on the real state

    Connect the source, run the required observation or proceed with the evidence that is actually available.

A practical place to start

Ask whether the source captured the metric before interpreting any zero or empty state.

Starting resources

Learn, check and take the first useful step

These public resources provide a real starting point without pretending a limited check is a full project audit.

Questions

What to know before you begin

What outcome does this solution support?

Use source-readiness and evidence coverage states so reports and decisions do not convert missing data into a false zero.

Which Novaverb products support this workflow?

This workflow connects Site Health Audit, Audience Analytics, Reports.

What should I start with?

Ask whether the source captured the metric before interpreting any zero or empty state.

What are the evidence boundaries?

A numeric zero is used only when the connected source observed zero; otherwise the result remains not captured.