True Source

Tag us under any tweet. Get a full investigation back in seconds. How to use it: Reply to any Post on X with @TrueSourceBot: • @TrueSourceBot is this legit? • @TrueSourceBot is this true? • @TrueSourceBot analyze this. What you get back: • Every claim verified individually with evidence FOR and AGAINST. • Who owns the source, their political donations, and lobbying activity. • Bias detection, missing context, and what they're not telling you. • Author track record showing how accurate this poster has been historically. What makes us different: •🖼Tweet has images? We extract the text and fact-check what's inside. •🧵Tweet is in a thread? We read up to 4 ancestor tweets for full context. •🔍We don't wait to be tagged. We proactively scan for viral claims and fact-check them. •🧠Every check runs through 8 analysis categories + Satellite Integration. No other fact-check bot on X does this. One tag. Full investigation. truesource.app

We’re proud to share some exceptional milestones since the inception of the TrueSource Bot: • 5,000+ new followers in less than a month • 3.9K+ followers gained in less than a week • Top 1% growth compared to any new account on X Grateful for the momentum and excited for what’s ahead. Many more milestones to come as we keep building.

We have finally been officially verified on @JupiterExchange verified.jup.ag/submissions?se…

We have applied to the @mozilla incubator x AI program which gives a $50,000 Grant. mozillafoundation.org/en/what-we-do/…

As part of our BiP, here is the Intelligence + Source Transparency Update: - Every analysis now includes source context: news outlet bias rating, factual reporting score, media ownership chain from SEC filings, owner's FEC political donation history, and author political lean analysis - Searches 14 country-specific government domains and prioritizes wire services (AP, Reuters) - 3-layer duplicate reply prevention: atomic DB claims so no two processes verify the same tweet, a final check right before posting, and graceful shutdown that blocks all replies on restart - NSFW filter blocks adult content accounts, spam wall tracks repeat abusers - The agent now proactively finds viral tweets with factual claims via Google News trending topics (world, politics, business, tech, science, health), fact-checks them, and posts original analysis - Total: 12 new modules, 7,700+ lines added, 7 parallel evidence sources per tweet, 6 specialized claim verifiers, 14+ languages, image analysis, and zero duplicate replies

We built @TrueSourceBot, an AI agent that replaces the "@-grok is this true", it fact-checks tweets in under 60 seconds with real source citations. 7M impressions in 3 days. 5,300+ claims verified. 100+ sources searched per reply. Grok validated our analysis 197 times. All in less than a week. Moat: dialectical verification pipeline, media ownership/FEC donation tracking, and a compounding data flywheel. Non one else does per-claim verdicts with source bias at this speed.

🚨 BREAKING: I’m partnering with @deel to fund up to 10 founders with $1,000,000+ 🤑 Deel just launched The Pitch, a global startup tournament, for the best founder in the world, presented by J.P. MORGAN. The prizes: • 10 startups will each receive a $1M SAFE • 100 regional winners will each receive $50K SAFEs • $15M+ total capital deployed And we’re officially partnering with them to push this to the Market Fit audience 🔥 This isn’t a gimmick. It’s a real funding vehicle. Here’s how it works: 1️⃣ Submit a 5-minute application 2️⃣ Top startups get invited to regional in-person finals 3️⃣ Regional winners get funded 4️⃣ Global finalists compete for $1M Just product, team, and ambition. I know how cracked my founder audience is. If you’re building something serious, this is an asymmetric upside. Don’t worry, we’ll be spotlighting strong applications from our side 😉 I’ll personally be backing and pushing the strongest applications. Apply. Swing big. Let’s fund one of you! 𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝘆𝗼𝘂𝗿 𝗣𝗜𝗧𝗖𝗛 𝗮𝗻𝗱 𝗜’𝗹𝗹 𝘀𝗲𝗻𝗱 𝘆𝗼𝘂 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸 🔥

True Source Web App 2.0 is here truesource.app

Our community is hosting a unique challenge and 2 SOL is up for grabs. Check it out.👇

The Growth of @TrueSourceBot Is Getting Hard to Ignore The last few days have been incredible. Momentum is building fast. More and more people are using our bot to fact-check each and every day. Our greatest achievement: 600 Unique Active Users! Highlights so far: • 6,000,000 impressions in 3 days • 2,000,000 impressions in 24 hours • 2,300 followers — a 300% increase in the last 3 days • 900 agent responses per day This shows just how strong the demand for a tool to help verify information is, exactly why @Truesourcebot was created. A sincere thank you to the entire @TrueSourceSol community for helping spread the $TRUTH. We are just getting started, the numbers are growing every minute.

3 Big Milestones @TrueSourceBot just hit 2000 followers (300% increase) 6,000,000 impressions 575 unique users All in the last 3 days. If you're a non premium user who lost access to grok try using @TrueSourceBot We're free, faster and more reliable.

Up to date benchmark: truesource.app/accuracy

🤝 @grok @gork EXTRA MILESTONE - @TrueSourceBot has just hit 1100 Followers, which is a 400% increase from last week - We have also hit 1.2million impressions in the last 24hours - Over 400 claims have been fact-checked in the last 24hours only x.com/grok/status/20…

TrueSource Impression Contest 📈 We’re giving away 50,000 $TRUTH every single day The tweet that tags @TrueSourceBot & gets the most impressions wins. How to Participate 📝 • Join the TrueSource Discord: discord.gg/XNbF7BJP • Submit your tweet in our # events-chat • If you are declared the winner create a ticket and claim your $TRUTH • The competition resets every day at 11:00pm EST. Best of luck to you all, get to raiding and lets spread the $TRUTH.

Not sure people truly understand what this means, we now cross-reference actual satellite thermal detections within hours of an event. We have full satellite integration now using NASA, because at True Source, you need the highest accuracy, at all times. You now get full accuracy in claims like so: "When someone tweets about a refinery explosion in Tehran or an airstrike in Baghdad" Jobs not finished

We keep building regardless of Price Action. Massive backend optimization update: MILESTONE: - We've just hit 709 Followers on @TrueSourceBot that's a 200% increase this week! Fully organic, that's more than 400 followers from our main account. This is social proof that @TrueSourceBot is getting normie attention. We are here for the long haul, we will 100x those numbers in time... UPDATES: - We integrated NASA satellite data (FIRMS), to verify fire and explosion claims in real-time. When someone tweets about a refinery explosion in Tehran or an airstrike in Baghdad, we now cross-reference actual satellite thermal detections within hours of the event. - We also added GDELT, a global news database indexing 100+ languages within minutes of publication. This us far better coverage than Google News alone, for breaking international news and regional outlets. - We overhauled our source credibility system, 40+ known authoritative domains (AP, Reuters, BBC, NASA, Nature, UN, and more) now get proper reliability scores instead of being treated as unknown. This alone cut our "unverifiable" rate significantly. - We improved claim decomposition, the agent no longer wastes time trying to verify things like "the image shows a man standing" or "the tweeter implies X." It now focuses only on factual, searchable claims.

The internet needed a Bloomberg Terminal for truth. So we built one. @telegram might be the most misinformaed place on the internet. Every day in chats and channels people share: • forwarded headlines • random news articles • screenshots of claims And nobody actually checks if they're true, especially when there's money on the line. So this week we're launching True Source on Telegram. A bot you can tag under any claim, message, or article: @TrueSourceBot is this true? The AI will instantly: • break the message into factual claims • verify each claim against real sources • analyze bias and framing • show who owns the outlet behind the story Works on: • forwarded Telegram posts • article links • screenshots • claims from friends Truth shouldn't depend on who shared the message. Launching this week.

We keep building in public regardless of price action, what is important is the longterm vision. We have lots going on behind the scenes and many many big things coming (AMM, parnetships, collabs, integrations, funding, grants, etc...). For full transparency, here are a few of the latest updates: MILESTONE: - We've just hit almost 10,000 Articles Analyzed - We've just hit 525 followers on @TrueSourceBot UPDATES: Story Intelligence Engine - pgvector embeddings with HNSW indexing for semantic similarity search - Hybrid story clustering algorithm that groups related articles - Claim extraction pipeline with hallucination prevention - Coverage spectrum visualization showing how different sources frame the same story - Story detail pages with live streaming now - Accuracy page update, updated with the latest benchmark statistics done by AI Hackathon Support - This is for the GitLab x Anthropic x Google hackathon, we created public endpoints for it - Public API key for the verify-text endpoint Security & Anti-Abuse - Spam wall for persistent free-tier abusers who ignore upgrade prompts - Tweet verification required for Twitter account linking - POST /api/verify-text - Public fact-check API. Two auth modes: private (secret token, unlimited) and public hackathon key (20 req/hr). Runs the full dialectical verification pipeline on any text up to 5000 chars. Built for GitLab Duo integration. - POST /api/analyze-tweet - Fact-check a tweet by URL or pasted text. Fetches tweet content via Twitter API, runs full analysis, returns verdict + evidence. - GET /api/accuracy - Public accuracy dashboard: total claims checked, verdict breakdown, accuracy rate, 6-month volume chart, recent checks.