CLUSTER NEWS-ARTICLES-MISINFORMATION · 44 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 · 2 ai-built · 1 hand-coded · 17 unlabelled
Operator · 10 hobby · 1 commercial · 9 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01WikiFactCheck-AI2★19 days—hobbyAutomated fact-checking tool that verifies Wikipedia claims using AI and source-text comparisons to prevent hallucinations.
- 02VeriSearchAI2★5 dayslivehobbyAutonomous research agent that verifies claims against live web evidence and flags contradictions for fact-checking.
- 03ARGUS-Your-idea-Under-scrutiny1★2 days—hobbyAI app that stress-tests user-submitted ideas by surfacing hidden assumptions, weighing evidence for and against, and flagging likely failure points.
- 04listing-claim-check0★13 daysliveWeb tool that checks AI-written marketplace listings against the seller's item details and flags unsupported claims before publication.
- 05SATYA1★1 mo—hobbyMessaging bot that analyzes forwarded images, text, or voice notes and returns a plain-language credibility verdict with a confidence score and fact-check source links.
- 06ai-document-review0★1 dayliveWeb app that reviews AI-generated documents by checking claims against evidence and flagging unsupported statements.
- 07bangla-fact-check-zkrag0★4 days—Fact-checking application that verifies Bangla-language claims by retrieving evidence from multiple sources and binding it with zero-knowledge proofs.
- 08rag-citation-auditor-alan-vo0★3 days—Auditing platform that verifies AI answers against cited source passages, checks numeric claims, and queues disputed statements for human review.
- 09HalGuard0★21 dayslivehobbyWeb app that evaluates AI-generated responses for hallucination risk and verifies claims against supporting evidence.
- 10TruthGuard-AI0★14 days—hobbyAI web app that researches claims using live web sources and analyzes uploaded images to find corroborating or conflicting evidence.
- 11argus-intelligence-platform0★4 days—AI research platform that plans investigations, gathers web and document evidence, verifies claims against sources, and monitors changes over time.
- 12Trust-Lens-0★4 days—commercialWeb app that reviews a pasted AI-generated answer, highlights the most important omissions, and offers an optional fuller audit.
- 13Evidence_Compiler0★4 days—hobbyAI tool that answers questions about documents and data, linking every claim to the exact source passage or calculation and flagging unsupported statements.
- 14take-a-look0★21 days—ai-builthobbyLocal app that examines AI-generated programs for suspected bugs and reports confirmed evidence rather than trusting AI claims.
- 15Verita-Truth-Navigator0★1 mo—Tool that analyzes claims and online content to help users verify truthfulness and spot misinformation.
- 16truthtrace0★4 days—AI fact-checker that verifies user claims against FactCheck.org and PolitiFact and provides supporting evidence.
- 17mineintel-ai0★11 days—hobbyAI platform that extracts verified facts from mining and geological documents and generates cited reports with human review.
- 18BotSwan0★1 moliveAI-powered tool that performs statistical audits and chart forensics.
- 19TruthLensAI0★1 moliveai-builtAI fact-checking tool that verifies claims, assigns truth scores, and highlights misleading information in online content.
- 20AI-TEXT-WORLD0★17 days—hand-codedhobbyWeb app that scores pasted AI-generated evaluations and issues a satirical amnesty certificate.
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.