Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Booker

Football analytics with a public, graded pick ledger

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Booker prices every football match with its own model, removes the bookmaker margin from the odds of several bookmakers and publishes the markets where its estimate differs most from the fair price. Every pick is timestamped before kick-off, graded automatically and kept on a public ledger with odds, closing-line value and a CSV export, losses included. Free plan: 2 picks a day. Paid plans add every match, alerts and premium calculators. Statistical estimates, not betting advice.

PH · launched Nov 11, 2026 · 1 upvote (top 65%) · 0 views

Niche: sports betting and analytics platforms · 111 launches, 18 in the last 7 days ▲ +38% · Explore this niche →

Category and tags

  • Media & entertainment
  • Analytics & BI
  • B2C
  • Not AI
  • Commercial product
  • Sports
  • Football
  • Data & Analytics

Visit website ↗ Source listing ↗

Could you build this?

Partial The public graded pick ledger, timestamping, and UI are easy to vibe-code. The edge, however, depends on a well-calibrated match model and reliable multi-bookmaker odds, which are hard to build without strong statistical expertise and paid data.

What it would actually take: A real version needs a match-outcome model (for example, Poisson or Elo-style ratings with xG features), a historical dataset of results and closing odds, and feeds from several bookmakers, which usually require paid APIs. The margin-removal and value-detection math is standard, but calibration, backtesting, and avoiding leakage require quantitative modeling skill. The public ledger and scheduling are the easy part.

Competitors

Other products that read as similar to this one : 285 launches clear the similarity bar, closest 8 shown.

Attention rank: #87 of 286 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 272 days after the earliest competitor.

  • SharpCapper · ph · 2026-11-14 · 1 upvotes · similarity 0.62
  • OddSense · ph · 2026-10-12 · 1 upvotes · similarity 0.58
  • Bankroll Brief · ph · 2026-10-28 · 1 upvotes · similarity 0.54
  • LazyEdge · ph · 2026-10-21 · 1 upvotes · similarity 0.53
  • JOPP · ph · 2026-10-21 · 2 upvotes · similarity 0.52
  • FPL Dave · ph · 2026-10-15 · 1 upvotes · similarity 0.52
  • GhostLeg · ph · 2026-09-16 · 3 upvotes · similarity 0.50
  • LineScout · ph · 2026-11-07 · 1 upvotes · similarity 0.50

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.