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This opportunity was created before the v2 analysis pipeline. Some sections (Pain Narrative, GTM, MVP Scope, Why Might Fail) will appear after the next re-analysis.

This insight was synthesized by AI from public community discussions. We do not display original user posts or comments verbatim—all content has been rewritten and aggregated. Verify before acting on it.

75score
r/algotrading
API subscription (monthly recurring revenue)
Build

Poli-Macro Alternative Data Feed

A unified API that aggregates, cleans, and normalizes data from political social media (Truth Social, X) and prediction markets (Polymarket). It provides quants with a structured data feed to build their own event-driven trading models.

Rising +100%1 channel30-day mention trend: latest 2, peak 3, 30-day series
View on Reddit
Discovered Apr 30, 2026

Why this matters

A unified API that aggregates, cleans, and normalizes data from political social media (Truth Social, X) and prediction markets (Polymarket). It provides quants with a structured data feed to build their own event-driven trading models.

  • · Built for Quant developers and algo traders who want to incorporate political sentiment and prediction odds into their models without building custom scrapers..
  • · Most likely monetization: API subscription (monthly recurring revenue).

Score Breakdown

Pain Intensity6/10
Willingness to Pay8/10
Ease of Build7/10
Sustainability6/10

Market Signal

30-day mention trendPeak: 3
Sparkline: latest 2, peak 3, 30-day series
Channels covered
algotrading

Differentiation

Existing solutions
Unusual Whales / FlowAlgo (Implicit)
Our angle
There is a gap for a highly specialized, statistically rigorous (OIPD-based) anomaly detection feed that specifically correlates options spikes with impending political/macro news, rather than just raw options flow.

Action Plan

Validate this opportunity before writing code

Recommended Next Step

Build

Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.

Landing Page Copy Kit

Ready-to-paste copy based on real Reddit community language — no editing required

Headline

Poli-Macro Alternative Data Feed

Sub-headline

A unified API that aggregates, cleans, and normalizes data from political social media (Truth Social, X) and prediction markets (Polymarket). It provides quants with a structured data feed to build their own event-driven trading models.

Who It's For

For Quant developers and algo traders who want to incorporate political sentiment and prediction odds into their models without building custom scrapers.

Feature List

✓ Unified REST/WebSocket API for Polymarket and Truth Social ✓ Sentiment analysis and entity extraction on political posts ✓ Historical data archives for backtesting

Where to Validate

Share your landing page in r/r/algotrading — that's exactly where these pain points were discovered.

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Report & PRDBUSINESS

Community Voices

Real quotes from Reddit comments that inspired this opportunity

  • “this… wasn’t proud of wiring the truth social and polymarket api’s but they have alpha 😭”

Other opportunities in the same theme

Auto-clustered by AI from related discussions

Frequently asked questions

Who feels this pain?
Quant developers and algo traders who want to incorporate political sentiment and prediction odds into their models without building custom scrapers.
Is this a real opportunity?
This opportunity scores 75/100 on Pain Spotter's composite metric (pain intensity, willingness to pay, technical feasibility and sustainability). Validate further before committing engineering time.
How should I validate it?
Run 5 customer-discovery conversations with the target audience, post a landing page with a waitlist, and check the linked source post for recent activity before building.