Recently, many people in the Crypto circle have been trying to manipulate traffic with little success. This reminded me of some core strategies used by traffic influencers, so I want to share a few key insights.

**The first question is how to acquire traffic.** Essentially, it’s about finding system vulnerabilities and exploiting them repeatedly. On the P站 side, they’ve figured out the mechanism that triggers recommendations when relisting, and by repeatedly operating within a short period, they create the illusion of a viral explosion, which resulted in a three-month bonus period. On Twitter, it’s even more clever—using new accounts with high engagement comments to bypass sensitive tag systems, then directing traffic from main accounts to create cross-platform resonance. This tactic has gradually become ineffective since the AI recognition upgrade last year.

But there’s an important turning point here. **Traffic initially attracted by "persona and popularity" and converted into ad revenue eventually hits a wall.** Because curiosity-driven traffic and genuine monetary collaborations are not necessarily connected. The real breakthrough comes from a simple fact: rooted in the crypto community, doing research, and speaking with real trading records and profit data is the only way to build long-term trust and sustained cooperation. From spending money to harvest to mutual benefit, the model has completely changed.

**Next, let’s talk about the inherent issues with Twitter Crypto traffic.** Many people don’t realize that emotional value is almost impossible to monetize in this space. It’s a place that demands strength and judgment; even high popularity can’t compare to an accurate information source. Those traffic sources that don’t fit into the crypto scene—like purely gossiping fans—are basically insignificant in the crypto world, with little use.

Finally, a painfully honest truth: truly good opportunities are always scarce. "One share less, one share less," and it’s impossible for every retail investor to be pushed the information. The quality of information sources and one’s understanding of the information framework are the two key factors that determine success or failure. If retail investors can’t even establish their own information channels and rely solely on Twitter recommendations for leftovers, the final outcome is predictable.