College Front Office uses a proprietary multi-factor model to estimate every player's annualized NIL market value. These are proprietary estimates, not official financial disclosures.
The foundation of every valuation is football. We assess a player's projected career trajectory using draft modeling, on-field production data, and independent talent ratings. Players with stronger professional outlooks command higher NIL valuations — because brands, collectives, and programs are investing in future visibility.
Not all positions carry equal weight in the NIL marketplace. Quarterbacks consistently command the largest deals, followed by premium offensive tackles, edge rushers, and skill positions. Our position-specific base values are calibrated annually using coaching surveys, GM interviews, and transfer portal deal data. Tight ends are valued as a two-starter position, reflecting the modern game's reliance on multi-TE offensive sets.
Where a player plays matters. Programs with larger fanbases, stronger NIL collectives, and higher revenue generate more NIL opportunity for their athletes. A player's valuation accounts for the financial ecosystem of their specific program.
We use a three-tier talent evaluation system. The primary signal is on-field production — season-level statistical performance ranked against all FBS players at the same position. When production data isn't available (common for offensive linemen and incoming transfers), we use independent talent ratings as a calibrated fallback. For players without either signal, we fall back to their recruiting pedigree.
A player's remaining eligibility and time in college affect their market leverage. Our model adjusts for class year, recognizing that mid-career players with established tape often command the strongest position.
A player's role on the team — starter, backup, or reserve — directly affects their valuation. Starters command full market value. Backup players at single-starter positions (like quarterback) face steeper discounts than backups at multi-starter positions. We source depth chart data from independent scouting services and update it throughout the season.
Personal brand matters in NIL. We incorporate a player's social media following as a measure of their direct marketing value to sponsors. Social reach is a meaningful bonus but is intentionally capped — College Front Office is a football-first valuation.
College Front Office also values elite high school football recruits — the four-star and five-star prospects who make up the next generation of college talent.
Valuing recruits requires a different approach than valuing college athletes. High school players don't have college production data, snap counts, or draft projections. Instead, we rely on the signals that actually drive the recruiting market:
Composite scores published by major recruiting services are the foundation of every recruit valuation. They represent the best available assessment of a prospect's talent and potential. Higher-rated recruits consistently command larger NIL packages, and our model reflects that relationship.
Position matters just as much for recruits as it does for college athletes. Quarterback and offensive tackle recruits consistently command the largest deals, followed by premium skill and defensive positions — mirroring the same positional economics that drive the college and professional markets.
A five-star recruit committed to a powerhouse program with a strong NIL collective and large fanbase has a different market than the same player who is uncommitted or headed to a smaller program. Our model accounts for the financial ecosystem a recruit is entering.
Recruits closer to arriving on campus — signed seniors about to enroll — are valued higher than younger prospects whose commitments and development are less certain.
We only value four-star and five-star recruits. Below that threshold, the high school NIL market is too thin and unpredictable to model with confidence. We believe it's better to show no number than a misleading one.
Once a recruit enrolls in college and begins accumulating real playing time, their valuation naturally transitions from our recruiting model to our college athlete model as production data, depth chart positioning, and draft projections become available.
When a player has a publicly reported NIL deal from a credible source, we use that reported figure as their valuation instead of our algorithmic estimate. We believe real market data is always more accurate than any model.
Reported deal data is sourced from public reporting, NIL collectives, and direct submissions. Each source is attributed on the player's profile when available.
Valuations are recalculated regularly as new data becomes available — including updated production metrics, roster changes, draft projections, and social media growth.
Not every NIL valuation model measures the same thing. A production-weighted model like ours asks: what is this player worth based on what they do on the field, what role they play, and what their draft trajectory looks like? A brand-weighted model asks: what is this player worth based on who is following them, who knows their name, and what the market is willing to pay for their story?
Both signals are real. They just answer different questions.
This means you will see cases where our number is higher than the consensus — typically returning starters at non-blue-blood programs, high-production interior linemen, or draft-trajectory players whose social reach has not caught up to their tape. And you will see cases where our number is lower — typically recruits and transfers whose brand arrived before their production, or players whose public profile outruns their current on-field role.
We believe both directions of divergence are features, not bugs. If every model agreed on every player, there would be no market — just a price sheet. We publish our number because we think the math behind it is defensible. You decide what to do with it.
No model is perfect. NIL is a young, rapidly evolving market with limited public data. CFO valuations are estimates — informed by the best available data and a rigorous methodology, but not guarantees of what a player will or should earn. Our current model produces valuations within 20% of market consensus for most starters, and our high school recruit valuations track independent estimates at a median ratio of 1.0×.
We're transparent about our approach because we believe the NIL market works better when everyone — players, families, collectives, and programs — has access to credible, independent valuations.
Questions about our methodology? Explore player profiles to see the model in action.
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