WhatA tool that intercepts commonly cited statistics in news, social media, and reports — verifying their original source, methodology quality, and whether they've been debunked or misrepresented.
SignalCommenters point out that viral statistics like '70% of Americans live paycheck to paycheck' are actually content marketing from companies like LendingClub, and most people unknowingly cite junk data — there is demand for a fast way to check if a popular claim is actually credible.
Why NowThe explosion of AI-generated content makes statistical misinformation spread faster than ever, while LLMs now enable real-time source tracing and methodology evaluation at the point of consumption.
MarketNewsrooms, policy think tanks, corporate strategy teams, and educators; fits within the ~$1B fact-checking/media intelligence space. Snopes and PolitiFact focus on political claims, not statistical methodology.
MoatCurated database of debunked and verified statistics with provenance chains becomes a reference dataset that competitors can't easily replicate.
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