How we assess

The assessment framework

A consistent, public, evidence-based way of scoring platforms across twelve safety dimensions. Designed so that two independent reviewers reach the same score for the same evidence.

Method

Five steps from evidence to score

Every platform assessment follows the same five-step method. Intermediate outputs are published so the public scoring can be challenged and refined.

STEP 01

Collect

Gather documented behaviour: policies, terms of service, transparency reports, victim testimony, regulator notices.

STEP 02

Verify

Cross-check each item against at least one second source. Reject single-source claims.

STEP 03

Map to criteria

Place each verified item under one or more of the criteria for the relevant risk area.

STEP 04

Score

Apply the published rubric. Two reviewers score independently; differences reconciled by a third.

STEP 05

Publish & invite reply

Publish the score with the underlying evidence list. Notify the platform and publish their reply in full.

Scoring rubric

What each band means

Scoring is on a five-band scale per risk area. Bands are defined behaviourally, not numerically.

Leading

Practice is ahead of regulator expectations and ahead of peers. Independent audit confirms.

Meeting

The platform consistently meets the published criteria; gaps are minor and time-bound.

Approaching

Materially short of criteria in some areas, with credible plans and visible progress.

Behind

Fails criteria in ways that are documented and have not been addressed despite reasonable notice.

Failing

Behaviour repeatedly and demonstrably harms users; remediation is absent or systematically blocked.

Want to challenge a score or contribute evidence?

Anyone can submit evidence that may revise a published score. Submissions are confidential, encrypted and reviewed by the panel.