Familiarity and reputation answer different questions.
All numbers in this demo article are illustrative and were entered by an editor.
73/100
illustrative trust score
The findingsScore, 0–100
All insightsChart data: Trust: 73/100, Quality reputation: 76/100, Employer reputation: 69/100 Synthetic editorial demo · July–August 2026 · N = 30
Familiarity is only part of the picture
How people recognise a name can differ from how they evaluate it.