FOTQUANT
Methodology-first football intelligence
Methodology

How the system evaluates football.

FOTQUANT is built around methodology-first football intelligence. The platform uses position-aware scoring, identity-blind evaluation before reveal, and market value as a separate analytical layer.

Identity-Blind Evaluation

Profiles are scored before identity is emphasized, reducing bias from reputation, badge, and fame.

Position-Aware Scoring

Players are evaluated with role-appropriate frameworks rather than one flat universal model.

Market Value Separation

Market value is used for context and value-gap analysis, not as the truth engine of performance.

Current vs All-Time Logic

Current Season Best XI is active-player and season-based. All-Time Best XI is historical, slower-moving, and versioned.

Evaluation Flow

The system should move from evidence to judgment.

Step 1
Collect structured football data
Step 2
Normalize relevant metrics by role and context
Step 3
Evaluate profile shape before identity reveal
Step 4
Compare performance with market context where useful
Step 5
Present outputs through premium visual analysis
Disciplines

What keeps the platform credible.

Scoring Discipline

Ratings should reflect defined logic, not editorial instinct or hype.

Sample-Size Discipline

Small samples should never be treated with the same confidence as sustained output.

Comparison Discipline

Like-for-like comparison matters. The system should compare roles, profiles, and use cases carefully.

Presentation Discipline

Visuals should clarify judgment, not decorate weak reasoning.

Applied Across The Product

Methodology is not a side page. It shapes the whole platform.

Comparison Lab

Blind comparison and role-aware evaluation are most visible in the core analytical workspace.

Best XI

Selections are shaped by methodology, not just name recognition or narrative weight.

Market Intelligence

Value-gap logic separates market perception from actual football output.

World Cup Intelligence

National team analysis will apply the same methodology-first logic in tournament context.