When reliable match data is sparse, clubs layer evidence from repeated scout and coach views, video, trials, role-specific data, maturity checks, character information, and pathways that control risk.

Sparse teenage match data usually means the club has seen too little football in too few contexts. Public sources show the broad process clubs use to reduce that uncertainty, though they do not reveal exact internal weights or decision thresholds.