Methodology
- Start with role inputs such as snaps, routes, minutes, usage, or touches.
- Compare projection to line, juice, alternate markets, and no-vig baseline.
- Adjust for matchup, pace, weather, teammate availability, and coaching tendencies.
- Track close and result so the workflow can be evaluated after the game.
Example output
Prop research board
A decision table that keeps role, price, and risk together.
| Research layer | Example input | Question answered |
|---|---|---|
| Role | Routes run share | Will the player be on the field? |
| Projection | Median receiving yards | Is the line mispriced? |
| Market | No-vig over probability | Is the edge still available? |
| Risk | Weather and injury news | Should stake be reduced? |
The best prop pages make passing on a bad number as easy as finding an edge.
Start with opportunity
Most prop mistakes come from over-focusing on recent results. A better workflow begins with the player role and the conditions that could change it.
- Depth chart and teammate injury context
- Expected snaps, routes, carries, targets, minutes, or usage rate
- Game environment, spread, total, pace, and weather
- Coaching tendencies and blowout sensitivity
Then evaluate the number
A strong projection does not matter if the available line already moved. The research page should show the fair price, available price, and whether the edge survives juice.
- Compare multiple books and alternate lines
- Convert juice into break-even probability
- Flag stale lines and low-limit markets
- Connect props to DFS and parlay correlation where relevant
Responsible-use note
Analytics should support disciplined decision-making, not guaranteed outcomes. Bet only where legal, never risk money you cannot afford to lose, and use limits before volume increases.
FAQ
What is the first step in player prop research?
Start with opportunity and role, then compare projection to market price. Recent box scores alone are not enough.
Why does juice matter on props?
Juice changes the break-even probability. A projection can look attractive against the listed line but lose value after price is considered.
Should prop research include alternate lines?
Yes. Alternate lines can reveal distribution shape and sportsbook pricing, but they often carry higher hold and lower limits.