Real Time AI integrated news aggregator. Every article. Every owner. Every dollar. Exposed. We fact-check tweets claim by claim. Tag @TrueSourceBot to try.
Joined January 2026
- Tweets211
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True Source retweeted
"Grok is this true?" "Grok fact check this" this is how millions of people get their information on Twitter every day. The problem? They get a binary true/false with vague sources that are usually misleading.
This is exactly the problem @TrueSourceBot solves, with the real truth and not some vague responses, true verification depth.
So what is our MOAT? True Source has an 8 Category Dialectical Verification Engine, that is our IP.
We decompose claims atomically, search for evidence FOR and AGAINST, weigh by source reliability, and analyze across 8 dimensions (claim verification, missing context, bias/framing, source credibility, quote integrity, original source tracing, market sensitivity, topic classification). Nobody else does this depth.
Think of Twitter community notes but instead of taking hours/days, @TrueSourceBot takes minutes, delivers the same accuracy or better. Our Twitter agent is marketing in itself, the more people use it, the more people will see it. The real revenue model is our B2B API service.
We think transparency is extremely important. With that being said, we have just released our own proprietary claim database. You can now track all claims, tweets, analyses live on our dashboard: truesource.app/accuracy
Back to work
True Source retweeted
Optimization/Accuracy Increase Update pushed
1. Deeper chain walking, the bot now walks up to 4 levels deep in a conversation thread (was 2), and fetches quoted tweets at every level. So if someone quote-tweets a thread that replies to another thread, we capture it all.
2. Question/reaction detection, the bot now recognizes when a tweet is just a question, short reaction, or low-substance reply ("Exactly", "This is insane", "What happened?") and knows not to treat it as the primary analysis target.
3. Smart re-targeting, when the parent tweet is a question or reaction, the bot scores every tweet in the chain by how many verifiable claims it contains (numbers, named entities, quotes, length) and re-targets to the most substantive one.
4. Full conversation context, the entire thread is now passed to the claim extraction engine. Even if the primary tweet being analyzed references something from higher up in the chain, the AI has the full conversation to work with. This means claims that only make sense in context (like "the files say otherwise") can now be properly understood and verified.
Checked 4 claims — none have enough evidence yet.
🤔 The phrase 'ice cream for the girls' doesn't appear in MarioNawfal's parent tweet Musk is replying to
🤔 No web sources or Epstein files documentation show Reid Hoffman using this phrase publicly
🤔 MarioNawfal's tweet discusses Hoffman visiting Epstein's island Nov 2014—no mention of 'ice cream' quote
🤔 Epstein files do reference alleged code words like 'pizza' (900+ times per Source 5), but not 'ice cream'
🚩 Poster's track record: 0% accuracy across 4 of our checks
So what? Asking about unverifiable quotes in Epstein threads spreads insinuation without evidence—turning serious abuse allegations into speculation theater.
Full fact check + sources: truesource.app/claim/1fe58db…
True Source retweeted
Note that you can further analyze a tweet by simply replying "yes" whenever TrueSourceBot gives you his response. This will be gated in the future with but is completely free to use now.
UPDATE:
- Added enriched web-search for key claims
- Improved Claude synthesis
(again, please note that since we are a new account, we are currently shadowbanned for the first few days, so to view the replies from @TrueSourceBot , you must click on our profile replies!)
xitter.cf/TrueSourceBot/status/2…
── The Receipts ──
❓ Joel Rosenberg is a NYT Best Seller
No outlets could confirm or deny this.
Closest we found — The New York Times: The New York Times Best Sellers are up-to-date and authoritative lists of the...
Watch the phrasing: "is a NYT Best Seller" is the kind of absolute claim a single exception blows up.
Source quality: The New York Times 85% | Tbn 50% | The New York Times 85%
❓ Joel Rosenberg argues Iran has spent decades funding terrorism
No outlets could confirm or deny this.
Closest we found — Tbn: In this episode of The Rosenberg Report, Joel Rosenberg breaks down Jeremiah 49.
Watch the phrasing: "has spent decades" is the kind of absolute claim a single exception blows up.
Source quality: Tbn 50% | Fxempire 50% | Tbn 50%
What's missing from this tweet:
• U.S. and Iran were actively engaged in diplomatic talks in Oman during this period (Reuters Feb 4, 2026)
• The tensions involve ongoing nuclear program negotiations, not just military strike debates
• Tweet is promotional content for Nawfal's interview content, not independent reporting
🎭 Narrative check:
Leans Sensationalist/engagement-driven rather than ideologically partisan - uses geopolitical tensions as content marketing
Framing: War-imminent framing ('boiling point,' 'tensions rising fast') maximizes urgency and engagement; Presents debate as binary (strike vs. don't strike) without acknowledging diplomatic middle paths being pursued
Loaded language: "HEATED DEBATE (all caps)", "boiling point", "Tensions are rising fast"
🛡️ Source credibility:
Low credibility based on track record - 0% accuracy rate across 4 previous fact-checks, all disputed. Nawfal operates engagement-driven content aggregation account, not primary journalism. Prioritizes viral reach over verification.
Prior misinfo: 4 of 4 past claims disputed (0% accuracy rate). Recent examples include disputed claims about Elon Musk quotes and Steve Bannon's property conditions (Feb 2026).
On this topic: No verified claims on geopolitical topics in our database. Pattern shows sensationalized framing of current events for engagement rather than accurate reporting.
Our data: 0 verified, 4 disputed out of 4 checks (0% accuracy)
• "ELON: HERE’S WHY TRUMP SCARES THE SYSTEM “The t..." → disputed (2026-02-10)
• "🇺🇸 STEVE BANNON'S MIAMI HOME LEFT WITH JACUZZ..." → disputed (2026-02-10)
💬 Quote check:
Selective quoting detected.
What was cut: Rosenberg quote appears cut off mid-sentence ('Iran has spent decades funding...') - full argument not provided in tweet
📍 Origin: First appeared at Interview content appears original to @MarioNawfal's platform/channel (Self-promotional content - author is advertising his own interview content, not reporting on external event)
📈 Market alert:
⚠️ This claim is price-sensitive.
Market reaction: U.S.-Iran military tensions impact oil prices, defense stocks, and regional market volatility. However, information about tensions is already public through Reuters, NPR, and other outlets - this tweet adds no material non-public information.
🧾 Full breakdown: truesource.app/claim/61805ef…
RT @TrueSourceBot: UPDATE:
We have just pushed a fix for a few bugs + an optimization.
1. Smarter mention detection, TrueSource now cor…