In the Web3 world, the concept of "Trustless" is often spoken of, but in reality, many investors still overly rely on the social media promotions and slogans of the project party. This practice goes against the core values of Web3 and could lead investors into traps.

True fairness and transparency need to be verified through on-chain data. Tools like Bubblemaps provide an objective way to analyze projects. It does not rely on subjective interpretation, but directly presents structural data, revealing the truth behind the project:

1. Is the token distribution truly fair, or are there hidden manipulations?
2. Is there anyone who has laid out plans in advance to prepare for large-scale exploitation?
3. Are the tokens promised to be locked really locked, or are they circumventing the restrictions through certain means?

This analysis is not just a superficial project assessment, but rather a deep audit of the project's "structural authenticity". Ordinary investors do not need to deeply understand complex code; they only need to grasp a few key observation points:

- Is the token distribution centralized or decentralized?
- Which addresses may belong to the same group (highly overlapping)
- Is there a group of addresses with highly consistent behavior (such as buying or selling at the same time)?

By understanding these key points, investors can identify potential risks earlier than most people and avoid projects that appear fair on the surface but are actually fraught with hidden traps.

Ultimately, the security foundation of the Web3 ecosystem is not built on anyone's promises, but relies on the real situation that can be verified through on-chain data. Only by adhering to this principle can we truly realize the Trustless vision of Web3 and provide participants with a fairer and more transparent environment.