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GitHub Trending
6/10

OddsInPlainEnglish

A read-only prediction-market dashboard that turns Polymarket odds into plain-language probability briefings so curious people can see what the market thinks without trading anything.

Target user

Journalists, analysts, sports fans, and politics watchers who want a quick read on consensus probabilities for upcoming events

Features
  • Daily 'What does the market think?' digest across politics, sports, and tech with plain-language probability statements
  • Price-movement alerts when a market shifts more than X points in an hour
  • Tagged market catalog with historical charts so users can spot consensus changes over time
  • Embeddable probability widgets for newsletters and Substacks
Why now

Polymarket is gaining mainstream attention and most coverage assumes the reader will trade; the far larger audience just wants to read the signal without opening a wallet.

Signals · overall 6/10
Demand
6/10

Polymarket user activity rebounding toward 2024 election peaks and prediction markets quadrupled resting capital to $13B in 2025, with mainstream media (CNN, Politico) increasingly citing odds — supporting the 'read the signal' audience.How Prediction Markets Actually Grew In 2025 - ForbesKalshi and Polymarket Let You Bet on War. Mainstream Media Is Eating It Up.

Whitespace
3/10

BriefMarkets is already a near-identical live product (AI briefs on Polymarket/Kalshi odds with signups), and OddsAware, polymarketanalytics.com, HowToPoly, and curated GitHub lists confirm a crowded analytics-tools niche — the 'read-only non-trader' wedge is thin.BriefMarkets — AI-Powered Prediction Market Intelligence10 Best Polymarket Analytics Tools 2026 | CoinCodeCapHow to Read Polymarket Odds with Public Context | OddsAware

Monetization
4/10

Subscription/paid-newsletter economics are strong (beehiiv reports subscription share of creator revenue rose ~30%→~85% by Q1 2026) but direct competitors offer free tiers (BriefMarkets 'no credit card required') and the read-only journalist/analyst audience has a long history of expecting free data.Newsletter Statistics 2026: Paid Subscriber DataBriefMarkets — AI-Powered Prediction Market Intelligence

Longevity
7/10

Polymarket's institutional and regulatory traction (paid influencers, $13B resting capital, mainstream press integration) points to a multi-year trend rather than a fad, supporting durable demand for probability signal products.How Prediction Markets Actually Grew In 2025 - Forbes'Unbelievable how accurate': How paid influencers hype Polymarket's

Feasibility
8/10

Read-only dashboard on top of Polymarket's public API is well-scoped and the GitHub-trending Polymarket desktop bot (★97) shows the data plumbing is already packaged — a v1 is days, not months.harish-garg/Awesome-Polymarket-Tools - GitHub

a Polymarket trading bot for desktop · ★ 97GitHub Trending · 2026-07-27 (today)