Methodology

ReReview Trust is built for one job: help you find creators worth your time. Here’s how the Trust Score, Trust Marks, and receipts work.

TL;DR
  • Trust Score is about expertise and honesty, not popularity.
  • We provide receipts so you can verify why a score happened.
  • Trust Marks summarize “worth following” levels at a glance.
Important Note

The Trust Score is based on 7 expertise dimensions. We also track Communication Effectiveness separately as a readability signal.

The 7 Trust Dimensions

We score real expertise across seven dimensions. Each one is designed to be legible to humans and backed by evidence.

Experience Authenticity
Rigor & Evidence
Original Analysis
Technical Depth
Transparency
Title-Content Alignment
Expertise Signal

Receipts (Evidence)

Receipts are the “why” behind a score: short quotes with timestamps (or the YouTube description when relevant) that justify the dimension rating. If you disagree, you can verify quickly.

Trust Marks

Trust Marks summarize the overall Trust Score level in a way that’s easy to scan.

🛡️🛡️🛡️ Must-Follow
🛡️🛡️ Worth Prioritizing
🛡️ Worth a Watch
Recommended / Not recommended

Corrections and Updates

Scores can change as creators evolve. When we find an error in our interpretation or evidence, we correct it. If you think something is wrong, reach out.