Confidence Explainer

Confidence scores describe how strongly the available evidence supports a trust rating.

How Confidence Works

Confidence is influenced by verified evidence, source agreement, historical consistency, signal freshness, contradiction detection, and the quality of supporting records.

A high trust score with low confidence should be reviewed differently than a high trust score supported by strong, current, and independently verifiable evidence.

Confidence is not the same as the score. It tells users whether the current score is supported by saved records, source snapshots, review imports, and relationship context. Low confidence means the report should be treated as preliminary until enrichment improves the evidence base.

Confidence Score Explainer verification context

This page is part of Trust Score Network’s public trust infrastructure. It helps visitors understand how the selected tool supports evidence review, identity context, confidence scoring, and responsible human-AI verification.

The page separates saved Trust Score Network records from source-discovery links. Saved records can support scores and confidence. Discovery links help users continue research, but they are not treated as proof until a snapshot or reviewed record is saved.

For score confidence review, the goal is to keep the page readable, transparent, and useful. The page explains what the tool checks, what still needs enrichment, and how visitors can continue to related reports or profiles.

These notes also make the page clearer for search engines and AI-assisted systems. They reduce thin-page behavior without changing the approved design, protected member gates, owner access, or entity-specific routing.