Every QB in the draft, scored and scouted. 141 profiles, 30+ metrics, 8 views. Type “gunslingers” or “like Burrow” and it knows what you mean.
01
Intent-Driven Search
Natural language queries across 30+ search patterns. Type “gunslingers”, “like Burrow”, or “BTT > 6” — the system maps user intent to structured filters, comps, and profile lookups.
Natural LanguageFuzzy MatchingIntent Mapping
02
Transparent Composite Scoring
14 weighted metrics with percentile normalization, conference adjustment, and graduated red-flag penalties. Every score is explainable — methodology view shows exactly how weights produce the ranking.
Explainable AlgorithmRed Flag DetectionAdjustable Weights
03
Automated Scouting Narratives
Rules-based report generation across 141 QBs. Archetype-aware openers, percentile-indexed claims, strength/weakness ranking, and historical comps via cosine similarity — no manual copywriting.
Data-to-InsightContent at ScaleCosine Similarity
04
Historical Comparables
Cosine similarity matching against every QB since 2011. Each comp links college profile to NFL outcome data — games, yards, TDs, Pro Bowls — so scouts can see where the archetype leads.
Cosine SimilarityOutcome LinkagePlay Style vs Performance
05
College-to-Pro Style Drift
Quantifies whether a QB’s college game translates to the NFL. Tracks 5 traits — accuracy, depth, playmaking, risk management, pressure resilience — across every pro season with year-by-year breakdowns.
Translation RiskLongitudinal Analysis5-Trait Model
