Methodology

Deterministic scoring and ranking are based on profile signals, while AI is limited to bounded explanation support.

Fit score, research match, funding likelihood, and data confidence are shown separately.
Ranking is deterministic and auditable. AI is used only for bounded explanation copy.
Official scholarship and professor pages remain the final source of truth.

Last trust review: March 20, 2026

Questions about methodology? Contact support.