About

Methodology

How the publication works

Finance Debunked is an editorial pipeline for checking viral finance claims at publishing speed.

Discovery

Make queries TikTok via RapidAPI, filters for high-traction videos, and rejects duplicates using the source video ID.

Analysis

The workflow fetches subtitles, prompts OpenAI to generate a fact-check article, and stores both the article body and metadata as structured content.

Publishing

Vercel serves the frontend, Supabase stores article rows, and incremental revalidation surfaces newly published articles without a full rebuild.