# RotoBot AI

> AI-powered sports research for fantasy sports and player props, with public player profiles, live product explainers, World Cup tools, and the RotoStat Explorer situational-stat database.

RotoBot AI is a sports research assistant operated by RotoBot Inc. It combines live sports data, model outputs, source-backed AI answers, player profiles, prop analysis, parlay tools, and situational-stat research across NFL, NBA, WNBA, MLB, NCAAB, NHL, UFC, F1, and soccer. The canonical website is https://rotobot.ai. Public research pages are informational and are not betting advice.

## Canonical Product Pages
- [RotoBot AI](https://rotobot.ai/): Product overview and the canonical brand page.
- [AI Sports Betting Chat](https://rotobot.ai/features/chat): Source-backed answers about players, props, matchups, injuries, trends, and parlays.
- [AI Parlay Generator](https://rotobot.ai/features/parlay-generator): Model-backed parlay construction with live odds and an explanation for each leg.
- [Prop Insights](https://rotobot.ai/features/insights): Daily prop edges ranked by model edge, hit rate, probability, and game time.
- [Prop Analyzer](https://rotobot.ai/features/prop-analyzer): Player-prop research with projections, historical results, matchup context, and available odds.
- [Games and Matchups](https://rotobot.ai/features/games): Game-level schedules, matchup context, and available research tools.
- [Player Highlights](https://rotobot.ai/features/highlights): Searchable player highlight clips connected to player and game research.
- [Public Player Directory](https://rotobot.ai/players): Public NBA, WNBA, MLB, and NFL player profiles with season stats, history, advanced rankings, trends, and prop context.
- [Roto IQ](https://rotobot.ai/roto-iq): Free sports knowledge game and shareable results.
- [Pricing](https://rotobot.ai/pricing): Current free and paid product access.

## FIFA World Cup 2026
- [World Cup 2026 Hub](https://rotobot.ai/world-cup): Tournament overview, predictions, groups, schedule, bracket, teams, players, and matchup research.
- [World Cup Schedule](https://rotobot.ai/world-cup/schedule): All 104 fixtures with kickoff times, venues, host cities, stages, and match pages.
- [World Cup Groups](https://rotobot.ai/world-cup/groups): Group tables, advancement state, and group-of-death analysis.
- [World Cup Matchups](https://rotobot.ai/world-cup/matchups): Scheduled and custom team matchups with tactical and model context.
- [World Cup Predictions](https://rotobot.ai/world-cup/predictions): Tournament contender forecasts and explanatory methodology.
- [World Cup Bracket](https://rotobot.ai/world-cup/bracket): Interactive tournament bracket builder.

## RotoStat Explorer

RotoStat Explorer is RotoBot AI's situational statistics research surface. It aggregates 860,000+ plays from the 2025 NFL regular season and surfaces player and team leaderboards under filterable conditions. Users can combine 50+ dimensions — coverage shell, run concept, receiver separation, blitz count, score differential, field position, down-and-distance, and more — and sort by 40+ advanced metrics. Each supported filter combination has a shareable URL with descriptive metadata and structured data.

## RotoStat Explorer Core Pages
- [NFL Quarterback Stats](https://rotobot.ai/stats/qb/passing-yards): QB leaderboard by passing yards, TDs, efficiency, pressure tolerance, and timing metrics.
- [NFL Running Back Stats](https://rotobot.ai/stats/rb/rushing-yards): RB leaderboard covering rushing volume, yards after contact, goal-line usage, and receiving role.
- [NFL Wide Receiver Stats](https://rotobot.ai/stats/wr/receiving-yards): WR leaderboard with target share, route depth, air yards, yards after catch, contested catches, and created receptions.
- [NFL Tight End Stats](https://rotobot.ai/stats/te/receiving-yards): TE leaderboard covering volume, yards per target, red zone looks, third-down role, and depth of target.
- [NFL Team Offense Stats](https://rotobot.ai/stats/team_offense/team-total-yards): Team offensive production filterable by any game situation.
- [NFL Team Defense Stats](https://rotobot.ai/stats/team_defense/team-total-yards-allowed): Team defensive rankings under the same situational filter set.

## Featured Filter Pages
- [QB Under Pressure Stats](https://rotobot.ai/stats/qb/under-pressure): is_qb_pressure = true; includes hurries, hits, and sacks.
- [QB Red Zone Stats](https://rotobot.ai/stats/qb/red-zone): QB efficiency inside the opponent 20-yard line.
- [QB Stats While Trailing](https://rotobot.ai/stats/qb/while-trailing): score_diff < 0 at snap.
- [QB Third Down Stats](https://rotobot.ai/stats/qb/third-down): down = 3.
- [RB Red Zone Stats](https://rotobot.ai/stats/rb/red-zone): RB production inside the 20.
- [RB Stats While Leading](https://rotobot.ai/stats/rb/while-leading): score_diff > 0; positive game script.
- [RB Third Down Stats](https://rotobot.ai/stats/rb/third-down): Passing-down back role.
- [RB Short-Yardage Stats](https://rotobot.ai/stats/rb/short-yardage): yards_to_go BETWEEN 1 AND 3.
- [WR Red Zone Stats](https://rotobot.ai/stats/wr/red-zone): Receiver red zone target share.
- [WR Deep Route Stats](https://rotobot.ai/stats/wr/deep-routes): depth_of_target_bin = 'deep' (15–20 yards).
- [WR Third Down Stats](https://rotobot.ai/stats/wr/third-down): Chain-mover receiver targets.
- [WR Stats Against The Blitz](https://rotobot.ai/stats/wr/against-blitz): is_blitz = true.
- [TE Red Zone Stats](https://rotobot.ai/stats/te/red-zone): TE targets inside the 20.
- [TE Third Down Stats](https://rotobot.ai/stats/te/third-down): Chain-mover TE role.
- [TE Two-Minute Drill Stats](https://rotobot.ai/stats/te/two-minute-drill): minutes_remaining <= 2 in any half.
- [TE Stats While Trailing](https://rotobot.ai/stats/te/while-trailing): score_diff < 0; negative game script.

## Research Pages
- [QBs Leading In Passing Yards While Trailing](https://rotobot.ai/stats/nfl/research/qb-trailing-passing-yards): Comeback QB volume in deficit situations.
- [QBs With The Best Completion Rate Under Pressure](https://rotobot.ai/stats/nfl/research/qb-pressure-completion-rate): Accuracy under duress — who holds it together when the pocket breaks.
- [Running Backs Owning Red Zone Work](https://rotobot.ai/stats/nfl/research/rb-red-zone-carries): Goal-line and red zone rushing volume by back.
- [Wide Receivers Winning Downfield](https://rotobot.ai/stats/nfl/research/wr-deep-targets): Deep target earners sorted by air yards.
- [Tight Ends On Third Down](https://rotobot.ai/stats/nfl/research/te-third-down-targets): Chain-mover TEs ranked by third-down targets.

## Data & Methodology
Source: SportsStack play-by-play NFL API — 862,000+ plays, 200 columns per play, 2,366 players, 2025 NFL season.
All metrics are aggregated from individual play records. Rates (completion %, Y/A, YPC, catch rate) are calculated from raw counts. All filter conditions are applied at the play level before aggregation.

Key definitions:
- Under Pressure: is_qb_pressure = true — hurries, QB hits, and sacks.
- Deep Routes: depth_of_target = 'deep' — 15–20 yards beyond LOS.
- Red Zone: is_in_red_zone = true — inside the opponent 20-yard line.
- Play Action: is_play_action = true — pre-snap fake run.
- Blitz: is_blitz = true — 5+ pass rushers.
- Cover 2: defensive_shell = 'cover_2' — zone with 2 deep safeties (two-high shell).
- Single High / Cover 1: defensive_shell = 'cover_1' — man coverage with one deep safety.
- Two-Minute Drill: minutes_remaining <= 2 in any half.
- Short Yardage: yards_to_go BETWEEN 1 AND 3.
- Goal Line Carries: rushes inside the 5-yard line.
- First Read Targets: is_first_read = true — receiver targeted as the QB's primary read.
- Created Receptions: is_created_reception = true — player-created separation, not scheme.
- Contested Catches: is_contested_ball = true — under 1 yard of separation at target.
- Inside Zone / Outside Zone / Power / Counter / Draw: run_concept field from SportsStack.
- Shotgun / Under Center / Pistol: qb_position field at snap.
- Opponent Territory: yards_from_own_goal >= 50.
- Heavy Box: 8+ defenders in or near the line of scrimmage.
- QB Hit: is_qb_hit = true — QB was hit on the throwing motion but not sacked.

## About
- [RotoBot AI](https://rotobot.ai): Canonical product and organization page.
- [Sitemap index](https://rotobot.ai/sitemap.xml): Public sitemap index for core pages, player profiles, stats, World Cup, and Roto IQ.
- [Robots policy](https://rotobot.ai/robots.txt): Current crawler directives.