Quick Answer

PropsBot.AI tracks player props for every starter across NFL, MLB, NBA, NHL on DraftKings, FanDuel, BetMGM, Caesars, and other major sportsbooks. Each player page below covers how we model that player’s props, what drives their typical lines, common matchup angles, and where calibrated edge lives. Pages are evergreen with daily projections refreshed on the PropsBot board.

Looking for tonight’s picks? Use our free AI prop generator. Want the math? See the 80-entry sports betting glossary.

We also publish a weekly sportsbook pricing report tracking how the major books open and move prop lines, with sport-by-sport breakdowns for the NFL, NBA, MLB, NHL, and WNBA. It is the fastest way to see which book is hanging the soft number on the players listed below.

NFL Quarterbacks (20)

NFL Running Backs (16)

NFL Wide Receivers (37)

NFL Tight Ends (10)

MLB Hitters (19)

MLB Pitchers (12)

NBA Stars (10)

NHL Stars (2)

Total: 117 player pages. Updated September 14, 2026. Each page uses our calibrated probability model (Brier 0.1903 vs Vegas 0.1947 on 101,881 graded MLB props, calibration study dated July 12, 2026). High Hit Rate Signal win rates from the public performance ledger as of September 14, 2026: NFL 73.2% on 20,222 graded picks; NBA 76.6% on 200,885. Those are win rates on the signal’s picks, not returns — the High ROI Signal is the return-focused card (NFL 13.7% ROI on 8,210 picks; NBA 25.9% on 81,410). Full ledger: PropsBot performance dashboard. For live picks, open the PropsBot board.

How To Use This Page Today

Start with availability and timing. If the page depends on today’s slate, do not trust it until the relevant injury report, lineup note, weather read, roster change, or market update has been checked. The best search page is current enough to help before the number moves.

Then compare the page against the actual book screen. If a projection says there is value but the line has moved, the decision changes. If two books show the same market at different prices, the better price is not a small detail; it can be the difference between a long-term edge and a thin guess.

Decision Checklist

Common Mistakes

Do not treat a model lean as a final pick without checking the price. Do not use a stale projection after news changes the market. Do not build a parlay, DFS lineup, or pick’em card around one comfortable-looking number if the rest of the entry is weak. The goal is a repeatable process, not a bigger list of forced plays.

The pages that should rank are the pages that help a user make a better decision. That means clear answers, current context, useful links, and enough detail to explain why PropsBot is different from a generic picks page.

That extra context is what turns a thin landing page into a useful search result.

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