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Free football scouting tools and evidence-led guides for analysts, scouts, creators, and serious fans who want better shortlist decisions.

51 domestic leagues·74 total competitions·Hybrid editorial + research desk

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Similar players for Fernandes Ribeiro

Similarity is computed from normalized role vectors and season-scoped production.

Tobías Elián Reinhart

Reggiana

99.5%

Yassine Benzia

Al-Fayha

96.5%

Carlos Dotor González

Malaga

96.0%

Alexandre Corredera Alardi

Sporting Gijon

95.9%

Mats Köhlert

Brondby

95.6%

Nicolas Janvier

Alanyaspor

95.5%

Théo Leoni

Reims

95.2%

Ala Moshen Al Hajji

NEOM

95.2%