Methodology

How CVC thinks about vendor evidence, review layers, and ranking signals.

CVC is intended to separate platform-reviewed evidence, public-source context, and paid visibility. This page explains the principles behind that separation.

Platform-reviewed evidence

Site reviews are their own evidence layer.

Where approved site reviews exist, CVC may use them to create platform-reviewed scorecards, written review excerpts, and structured vendor context for shortlist decisions.

Public-source context

External review signals are tracked separately.

Online review summaries, platform references, and public-source signals can add context, but they are not the same thing as a platform-reviewed score.

No automatic endorsement

A vendor profile does not mean endorsement. Profiles may exist before any platform-reviewed score is available.

TBC states

Where CVC does not yet have enough approved site-review evidence, score surfaces should remain marked as TBC rather than implying unsupported certainty.

Written reviews

Written reviews should be moderated, attributed according to reviewer-visibility rules, and displayed only after approval.

Criteria scores

Where scorecards are shown, they should reflect approved site-review data and clearly communicate that they are platform-reviewed rather than scraped public sentiment.

Paid visibility

Sponsored placement, subscription, or managed support should be labelled and should not be represented as neutral ranking evidence.

Human judgement

CVC may use structured data, public-source context, and moderation workflows, but key review, takedown, and trust decisions may still involve human judgement.