VerifyFeed
A breaking-news companion app that surfaces only verified stories from a curated list of outlets and flags unverified social-media claims with confidence scores during fast-moving events.
General news readers who want to avoid misinformation during breaking events
- Live event page that pulls from a whitelist of trusted outlets and deprioritizes social posts
- Claim-check panel that flags viral rumors with a confidence score and source trail
- Locale switch so users see verified updates relevant to their city during local incidents
- Quiet mode that suppresses rumor-driven threads until at least two trusted outlets confirm
The CSD attack coverage explicitly flagged false accusations spreading on social media in the same news cycle, showing readers need a tool that separates verified reporting from speculation.
Ground News cites 53,000+ 5-star reviews and 50,000+ sources, multiple AI fact-check apps (AI Fact Checker, Debunkit, Originum, Flux News) are shipping, and the CSD Berlin coverage includes explicit fact-checks of fake social-media videos by Tagesschau Faktenfinder.Ground News | See the Full Picture of Global Events ↗Manipuliertes Video von Polizeieinsatz geht viral - tagesschau.de ↗
Highly saturated space: NewsGuard, Ground News, AllSides, Media Bias Fact Check, Debunkit.ai, Originum, Flux News, and AI Fact Checker all already offer credibility scoring or AI fact-checking — direct white-space for a 'breaking-news-only verified feed with confidence scores' is narrow.Ground News Alternatives: 7 Apps Compared (2026) ↗NewsGuard - Transparent Reliability Ratings for News and Information ↗Originum - AI-Powered Fact-Checking App ↗
Proven willingness to pay: Ground News charges $99.99 for Vantage tier and Flux News Premium is €4.99/month; Frontiers research confirms subscription value drives price acceptance in news apps — but consumer fatigue and free alternatives (NewsGuard browser extension, MBFC) cap upside.Ground News Checkout - Vantage Subscription $99.99 ↗Flux News Premium pricing €4.99/month ↗Why do people pay for news? - Frontiers in Communication ↗
Misinformation is a structural, worsening problem (AI deepfakes, viral manipulated videos like the fake UK Polizeieinsatz clip), and newsroom economics keep shrinking verification capacity — structural tailwind for at least 5+ years.Manipuliertes Video von Polizeieinsatz geht viral - tagesschau.de ↗
Doable but non-trivial: real-time ingestion of curated outlets + social-media claim scoring during fast-moving events requires NLP pipelines, source-trust models, and low-latency UI; NewsGuard relies on human journalists for ratings, which is expensive to replicate at breaking-news speed.NewsGuard Reliability Ratings methodology ↗