PolitikMY

About PolitikMY

PolitikMY is Malaysia's political intelligence platform. The goal is not to be another news portal, but the default destination for understanding politicians, parties, public sentiment, election trends, government promises and constituency data.

Neutrality rules

  • • No endorsements.
  • • No political campaigning.
  • • No donations.
  • • No partisan language.
  • • All AI summaries must be source-linked and neutral.
  • • The platform is data-first.

Methodology & data

The sentiment engine is designed to collect public data (news headlines, government announcements, press releases and legally accessible public posts), extract entities, classify them against politicians, parties and issues, and generate a neutral sentiment score, trend direction and mention count.

Important: the sentiment scores, mention counts and seat projections shown across this site today are illustrative sample data used to demonstrate the product. Biographical and party details are drawn from public record. The production system replaces this seed with source-linked data collected daily.

The long-term moat is the dataset itself: news and AI summaries can be copied, but a multi-year history of sentiment, constituency intelligence and political datasets cannot.

Architecture

Built on Next.js (App Router) and designed to deploy on Cloudflare via OpenNext — Cloudflare Pages, D1 (data), R2 (media & cached feeds), Queues (ingestion & AI jobs), a Cron Worker for scheduled collection, and Workers AI for summarization and classification. The data layer in this app is isolated behind a single module so the in-memory seed can be swapped for D1 without changing any pages.