ProspectPulse
A storyline-first tracker that follows minor-league baseball prospects from draft day through the majors, with AI-generated narrative briefs on injury comebacks, debut windows, and career arcs.
Diehard baseball fans who follow minor-league prospects and want more than box scores
- Personal watchlist of prospects with push alerts on roster moves, injuries, and call-ups
- AI-written storyline briefs that turn raw stats into narrative context (Tommy John returns, debut pressures, role changes)
- Side-by-side prospect comparison with career-trajectory projections based on minor-league lines
- Fantasy baseball integration that flags prospect promotions before they show up in mainstream apps
A Blue Jays prospect story (Chad Dallas) is generating 500+ searches off a single roster move; fans are hungry for context around marginal MLB players that mainstream coverage ignores.
160+ MiLB tracking apps already exist on iOS and multiple dedicated products (ProspectPing, theprospects.app) target exactly this segment, indicating demand is real but already being chased; the anecdotal 500-search Chad Dallas spike couldn't be independently verified.160+ Best Minor League Baseball Tracking Apps Apps & Games for iPhone ↗Minor League Player Tracker for MLB and MiLB Players ↗
Crowded niche: Prospect Ping sends real-time MiLB lineup/roster push notifications, MLB.com has a built-in Player Tracker, theprospects.app already serves MiLB-only fans, plus FanGraphs/Baseball America dominate premium prospect content — leaving little differentiated whitespace.Prospect Ping App - App Store ↗Player Tracker | Prospect Pipeline | MLB.com ↗Prospects App | Follow Minor League Baseball players ↗
Willingness to pay is validated by established paid products: FanGraphs Membership and Baseball America subscriptions, plus a known paying dynasty-fantasy segment; however, indie MiLB apps often struggle to convert beyond hobbyists.FanGraphs Membership ↗Subscribe to Baseball America ↗
Baseball prospect content has a 30+ year track record (Baseball America since ~1981), MiLB attendance grew 2.6% in 2024, and MLB hit a 7-year attendance high — durable, season-bound but sticky niche.MiLB Attendance Growth Driven By Outliers, Community Approach ↗MLB Finishes 2024 Season With Highest Attendance in Seven Years ↗
Highly buildable: MiLB stats feeds and APIs are available, LLMs can generate narrative briefs cheaply, and push-notification/roster-move pipelines are proven by multiple existing competitors.Prospect Ping | MiLB Player Alerts & MLB Prospect Notifications ↗