Someone built a pretty clever tool for tracking viral dynamics on X. Mike Rosinsky, an X engineer, developed this using the X API to monitor when reply threads completely dominate the original posts. Think of it as a real-time leaderboard that shows you which conversations are getting the most traction and engagement. The stats dashboard gives you live updates on these so-called brutal ratios—basically when the community decides a take needs some serious pushback. For crypto and Web3 communities that heavily rely on X for discourse, this kind of visibility into conversation patterns could be useful for understanding what resonates and what doesn't.

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FOMOSapienvip
· 2025-12-20 08:24
ngl, this tool is pretty awesome; finally, you can see whose comments are being mocked by the crowd.
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BrokenDAOvip
· 2025-12-18 08:39
So basically, it's just visualizing the suppression of public opinion. It's just about knowing when you'll be collectively dissed... But for the Web3 community, what's the use of this? Anyway, voting power has long determined whose voice truly counts.
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MEVHunterWangvip
· 2025-12-18 06:52
Interesting, finally able to see who has been targeted by the community fire.
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BoredApeResistancevip
· 2025-12-18 06:44
Haha, it's the ratio leaderboard again. Now the sub's Twitter career will be quantified.
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