CLUSTER NEWS-ARTICLES-MISINFORMATION · 49 ENTRIES · EARLIEST ENTRY 2025-02-09
AI fact-checking and trust-scoring tools
This cluster consists of AI-powered tools that verify factual claims, detect misinformation, and provide trust or credibility scores for articles and content. Entries appear sporadically from early 2025 through early 2026, with no clear trend. The traction leaders are TruthLensAI, internet-claims-court, and Verita-Truth-Navigator, each with 0 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 4 ai-built · 5 unlabelled
Operator · 1 hobby · 1 indie · 1 commercial · 6 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 9 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 41Veritas-AI0★1 yrabandoned—An AI tool that checks facts and detects bias in text.
- 42Fact Checker GPT - Free AI Truth Verification Tool | AI Web Tools0★unknownliveai-builtcommercialAI tool that verifies claims and articles with truth scoring and bias detection.
- 43TruthSpot - Spot Fake News Before It Spots You0★unknownliveai-builtWeb app that lets users verify whether news stories are true by combining community votes and AI analysis.
- 44AI Fact Checker0★unknownliveWeb app that checks the accuracy of factual claims by analyzing text with AI.
- 45AI Fact Checker0★unknownliveAI web tool that checks the accuracy of statements or claims against factual sources.
- 46Information Gain Analysis — Demand-Genius0★unknownliveindieWeb tool that scores a content brief or published article against an information-gain framework to judge whether it adds real knowledge beyond what AI could replicate.
- 47FactORFake0★unknownliveai-builthobbyAI-powered fact-checking web app that verifies user-provided claims, computes reliability scores, and directs users to authoritative source material.
- 48Hey Albert0★unknownliveai-builtAI companion that analyzes news and media content to identify factual accuracy and misinformation for critical thinkers.
- 49AI Facts0★unknownliveReal-time fact-checking web app that uses AI services to verify claims and provide accurate information.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.