Fact-check viral claims with evidence
Evidence-based fact-checks of viral claims about AI, startups, technology, and science.
WeirdTrue checks the facts behind viral headlines and startup metrics. Each case links claims to original sources, weighs supporting and conflicting evidence, and explains what the record can—and cannot—show.
- $50K a month from an alarm clock, says the founder. The only evidence is the founder.
Jake Glacer told the Starter Story podcast that Erly — an accountability alarm app he built with AI tools, without knowing how to code — makes $50,000 a month, after three straight $30,000 months. The clip went around as proof that anyone can vibe-code a business. Here is everything that exists outside that interview: an App Store listing calling Erly "the #1 accountability app for waking up early," which says nothing whatsoever about revenue. Nobody has brought anything else to this case yet. Bring the receipts.
Insufficient evidence· Solo founders & indie revenue · 1 evidence · 2026-09-23 - 20 ad slots sold in 5 days = "$18,380 MRR." Ten months on, the dashboard shows 15 subscriptions.
Marc Lou launched TrustMRR — a directory of Stripe-verified startup revenue — on October 30, 2025. Four days later: "20/20 spots filled! $0 → $18,380 MRR in 5 days." His own newsletter lays out the machinery: sidebar ad slots at $299, raised to $699, then $999, then $1,499 as the tweet went around. The number is Stripe-verified, on a page TrustMRR runs about TrustMRR. By August 2026 that same page showed $20,535 MRR and 15 active subscriptions. A directory built to verify revenue, verifying its own. Is a one-off ad sale "monthly recurring" anything?
Insufficient evidence· Solo founders & indie revenue · 4 evidence · 2026-09-23 - "Solo founder, $189K profit." Then Wix paid $80M and counted eight employees.
On June 4, 2025 Maor Shlomo posted that Base44, his AI app builder, had cleared $189,000 in profit in May, nearly double his own forecast. Two weeks later TechCrunch reported that Wix was buying it for $80 million in cash. The profit figure appears only in Shlomo's own posts, relayed by TechCrunch and Calcalist, with no filing behind it. The other word has a harder time: Wix confirmed eight employees, who split a $25 million retention bonus. The number may well be real. "Solo" is doing a lot of work.
Insufficient evidence· Solo founders & indie revenue · 4 evidence · 2026-09-23 - $1M ARR in 17 days, $0 a month by 2026: the flight sim that ran out of runway
Pieter Levels built a browser flight simulator in about three hours, sold virtual jets and billboard space inside it, and tweeted "$0 to $1M ARR in 17 days." Two details the tweet left for later: the money was one-off purchases rather than anything recurring, and Levels himself wrote he could "only guess" whether it would hold. By mid-2026 his own public bio listed the flight sim at $0/month. Both numbers have receipts. The question is whether the first one was ever ARR.
Partially contradicted· Solo founders & indie revenue · 3 evidence · 2026-09-23
