SEOAIO.aiSearch Engine Optimization + AI Optimization

Provenance: why every number opens to its evidence

Every score carries its source, confidence, and evidence, and you can open any number to see the receipt.

What it is

Provenance is the honesty primitive. Each number is labeled by how we got it (measured, estimated, or derived) and opens to the observations, confidence band, sample size, and source behind it.

When to use it

Any time you want to trust or challenge a number. Click it and see exactly where it came from.

Step by step

  1. 1Find any score or metric in the dashboard or a report.
  2. 2Open its evidence to see the measured observations, confidence, and source.
  3. 3Confirm the label: measured, estimated, or derived.

What you will see

A provenance label on every metric and an evidence drawer that shows the exact signals behind it.

Measured, never manufactured

This is the whole product in one idea. We measure, never manufacture, and we show the receipt for every number instead of asking you to trust a black box.

Next

Why your score is sometimes held

We refuse to show an overall score until enough of its pillars are genuinely measured.