2025-12-01 11:23:36

Still refreshing the data dashboard at three in the morning, the 42nd tweet has been up for two hours - 27 likes, zero retweets.

At that moment, I really wanted to shut down the computer: "Can I really not handle this whole Web3 social thing?"

But on second thought, the problem may not be with you. The Twitter algorithm is like a black box; to truly gauge the value of your content, you need a ruler to measure real feedback.

Recently, some people in the industry have been using a certain AI data tool, which is said to be able to visualize those invisible interaction values—not just cold, hard numbers, but also tell you where the sound has spread.

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ReverseTradingGuru

· 12-03 09:19

The feeling of checking the dashboard at 3 a.m. is just unreal. 27 likes and zero shares—guess that's what happens when the algorithm eats you up. Data tools sound nice, but it also feels a bit like self-soothing... No one really understands how this algorithm black box works. Getting zero shares hurts the most.

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FUD_Whisperer

· 12-01 11:38

27 likes and retweets hanging at zero, this feeling seems a bit familiar Still looking at data at three in the morning, what's the point The black box Algorithm that no one understands, it's all just luck anyway Are AI tools here to Be Played for Suckers? This Twitter thing is all about appearances Visual interactive value... sounds good but what about the reality Stop messing around, going with the flow actually helps to gain followers This is the true face of Web3 social, isn't it?

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CryptoDouble-O-Seven

· 12-01 11:31

I totally understand the thing about checking the panel at three in the morning, haha. 27 likes and zero retweets is indeed despairing, but looking at it from another angle, it might not necessarily be a content issue. How do you use this tool? Can it really reveal hidden value? Forget it, I'll just keep grinding, there will always be a moment of breakthrough, right? This black box of Twitter really messes with people's mindset.

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PrivacyMaximalist

· 12-01 11:28

27 likes and retweets hanging at zero, this feeling is worse than being at zero We who are refreshing the dashboard at three in the morning are a bit crazy The algorithm is truly a black box; you need tools to measure and find out how much you're worth I've heard that AI tool is quite good; is anyone using it? This Twitter stuff is really hard to understand, making it difficult to stand out

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ShibaOnTheRun

· 12-01 11:27

People who brush data at three in the morning are somewhat obsessed, I understand. 27 likes aren't too bad, but the key is that retweets are indeed difficult. The black box Algorithm is really annoying; sometimes it just depends on luck. Is that tool reliable? It feels like an IQ tax. My tweets often sink without a trace; this is the norm for web3 social.

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