Headline season numbers with cohort percentiles.
A forward with limited standout metrics — context and system fit are critical.
Percentile radar vs position cohort.
vs. Forwards across domestic leagues, 2022/23
AI scouting read on this season.
A forward whose contribution extends beyond the scoresheet. Contributes less in defensive phases, best suited to systems that prioritize vertical attacking play. Development note: at 21, there is significant room for growth and adaptation.
A forward with limited standout metrics — context and system fit are critical.
How the profile maps to archetypes.
Position-aware totals with per-90 toggle.
Percentile outliers for this position.
Average position and league context.
Shot tracking and lineup grid unavailable for Scottish Championship — methodology.
Model-driven scouting notes for this season.
