Prospect Wire
An AI scouting brief service that follows MLB prospects through the minors, delivering weekly 'who to watch tonight' reports and trend alerts to dedicated baseball fans.
MLB fans who actively track minor-league prospects and rising call-up candidates
- Weekly scouting briefings on top 50 prospects with plain-English strengths and weaknesses
- 'Tonight's watch list' pulled from daily minor-league schedules and stat leaders
- Stat-trend anomaly alerts when a prospect's K%, exit velocity, or swing changes meaningfully
- Side-by-side comparison of two prospects at the same position for trade deadline debates
Andrés Chaparro's call-up chatter generated 1000+ searches, reflecting strong fan appetite for prospect context that mainstream box scores don't deliver.
Dedicated prospect apps (The Prospects app, StatsDugout, ProspectPing) and dynasty rankings sites (Dynasty Dugout, FantraxHQ) confirm a real but niche audience; Andrés Chaparro's call-up shows episodic spikes, not sustained broad demand.Prospects App | Follow Minor League Baseball players ↗Minor League Player Tracker for MLB and MiLB Players ↗
Crowded competitive landscape — RotoProspects, Prospects1500, Prospect361, FantraxHQ, Dynasty Dugout, plus MLB.com's own Player Tracker and the Prospects app already deliver prospect tracking, rankings, and alerts.RotoProspects - The experts in fantasy baseball MLB prospects ↗Your Guide to Minor League Baseball Prospects | Prospects1500 ↗Prospect361 - A unique view of minor league prospects ↗
Willingness to pay exists in the dynasty/fantasy segment — Baseball Prospectus runs tiered memberships and FanGraphs sells ad-free memberships — but the addressable market is small and many prospects sites (Prospects1500, Prospect361) appear free.Membership Levels | Baseball Prospectus ↗FanGraphs Membership ↗
Prospect tracking has been a durable baseball niche for decades (Baseball America since 1980s, dynasty fantasy community mature), and minor-league structure with promotions/call-ups guarantees ongoing content demand.The Dynasty Guru- The Source For Dynasty Fantasy Baseball Knowledge ↗
Buildable with existing MiLB data feeds plus LLM summarization for weekly briefs and push alerts; the main risk is differentiating AI-generated scouting prose from human scout analysis on sites like Prospects1500 and Baseball Prospectus.MiLB App | Minor League Baseball - MLB.com ↗Player Tracker | Prospect Pipeline | MLB.com ↗