Skip to content

Evidence standard

No score exists without a named, checkable source.

Every number published by Brand & Signal traces back to something a reader can fetch, reproduce or check independently. This page states the rule and what happens when the evidence is not there.

What counts as evidence

  • A fetchable URL, captured with the date it was retrieved.
  • An observable behaviour that can be reproduced by a third party following the stated steps.
  • A machine-readable artefact — markup, headers, sitemap, structured data — recorded as retrieved.
  • An independent source outside the organization's control, for anything described as corroborated.

What does not count

  • Reputation, familiarity or the analyst's prior impression of the organization.
  • A model's unsourced summary of a brand, used as a finding rather than as an observation about the model.
  • Private data supplied by the organization that a reader could not verify.
  • Inference about what is probably true behind a login or a paywall.

When evidence is missing

  • The limitation is recorded with the result rather than inferred around.
  • The dimension is scored on what is observable, and the missing surface is named in the report.
  • Where too little is observable to score a dimension, it is reported as not assessable, not as zero.

Calibration against inflation

  • Anchors for 3, 5, 7 and 9 are published on every dimension page, so a score is defined before it is given.
  • Scores are checked against the distribution of published studies; a study that drifts high is re-anchored before release.
  • A second reviewer re-scores a sample of every study without seeing the first set of scores.
  • Where the two disagree by more than one point, the dimension is re-evidenced and the anchor language is reviewed.

Inherited, not invented.

Every dimension traces to a named discipline standard, cited on the page.

Evidenced, not asserted.

Every score traces to a fetchable source. Anti-inflation calibration is published in the methodology.

Whole-surface, not siloed.

Brand truth and machine truth scored together — the Signal Gap is the number nobody else produces.