Comeback Tape
A personalized AI digest that turns the scattered news about injured athletes (Vonn, ACL rehabs, Tommy John returns) into one timeline-driven feed with injury explanations and recovery-science context.
Sports fans who follow specific athletes through injury and recovery
- Per-athlete injury timelines with plain-language explanations of the actual medical issue (compartment syndrome, ACL graft healing, etc.)
- Weekly recap of all athletes on your watchlist with milestone markers
- Video highlight reels stitched to recovery stages (first crutch-free walk, first light jog, etc.)
- Push alerts when an athlete on your watchlist posts a recovery update or sets a return date
Injuries now drive as much sports conversation as wins (Vonn's five-month ankle update, NBA ACL returns, MLB Tommy John clock) but news is scattered across ESPN, Instagram, and team sites; a dedicated timeline product for comeback stories is missing.
Strong live signal: Lindsey Vonn's torn ACL is producing dozens of USA Today/Yahoo/Bleacher Report stories across her 2026 Olympic comeback, and 'Tommy John surgery timeline' searches yield dozens of recovery-guide articles.Why Lindsey Vonn won't let her ACL tear stop her Olympic comeback ↗Tommy John Surgery Recovery Timeline: What Throwing Athletes Can Expect ↗
Crowded: Back In Play (backinplay.ai) is a near-identical live NBA/NFL/MLB/NHL/EPL injury tracker with expected-return dates; Track-A-Pitch already does Tommy John trends; ESPN/Yahoo/RotoWire run injury report feeds.Back In Play - Sports Injury Tracker & Return Dates ↗Track-A-Pitch: Pitch Counter - Tommy John Tracker ↗
Adjacent fantasy-sports and DFS users pay for real-time injury alerts (RotoWire/Bleacher Report subscriptions), but pure fan-side willingness-to-pay for a non-fantasy comeback feed is unproven; ad-supported ESPN/SI already meet much of the demand free.Fantasy Football News: 2026 Updates & Highlights | RotoWire ↗Injury Reports | Fantasy Football | Yahoo! Sports ↗
Sports injuries are an evergreen, season-over-season driver of fan conversation with predictable annual cycles (NFL injuries, MLB Tommy John waves, NBA Achilles/ACL returns), supporting durable interest.How Long Does Tommy John Surgery Take to Heal? [2024 Guide] ↗
Build is straightforward: pull from existing APIs (ESPN, Rotowire, team feeds), normalize injuries, then LLM-generate recovery-science context; no novel ML or hardware required.Sports Recovery Tracker ↗