SCOUTING LAB / 02

Recruit the profile,
not the reputation.

Choose a Premier League player, set your recruitment constraints, and surface the closest statistical alternatives—with the reasoning exposed.

NEAREST PROFILES SAME-POSITION SEARCH

Similarity describes statistical profile—not quality, potential, tactical fit, or availability. Always pair model output with human scouting.

HOW IT WORKS

Similarity you can
interrogate.

01

Normalize

Scale six profile signals so age or minutes cannot dominate through units alone.

02

Constrain

Compare within the same broad position, then apply your age, budget, and club filters.

03

Rank

Return the nearest standardized profiles and reveal their three strongest shared signals.