First Establish the Entity and Source Framework

When researching Web3 projects, what is often overlooked is not the amount of information, but the relationship between the sources of that information. A project's official website, whitepaper, code repository, official X, funding announcements, audit reports, and third-party resource pages each answer different questions. Reading them mixed together often leads to a loss of boundaries between promotion, plans, and actual facts that have occurred.

Different Sources Answer Different Questions

Effective research typically starts with entity information: what the name, official website, account, and products are; then verifying team, funding, tokens, and technical materials; finally placing key events back on the timeline. Each type of data should primarily point to primary sources, while third-party content is more suitable for supplementation and cross-checking.

RootData places project, funding, personnel, and market information into a correlatable structure, helping researchers shorten the distance between discovery and verification. Good research is not about reaching conclusions quickly, but rather first understanding what facts can support those conclusions.

Make the Research Process Reviewable

The value of the source map lies in making the research process reviewable. When a judgment is later challenged, researchers can return to the official website version, announcement date, and third-party records used at the time, rather than relying solely on memory or clipped conclusions.

This is important for investment research, cooperative evaluations, and media writing. Public sources do not eliminate uncertainty, but they allow uncertainty to be clearly expressed, rather than hidden in seemingly smooth narratives.

Next Steps

Modify information: https://www.rootdata.com/projects/submit?ft=modifi

Create a project: https://www.rootdata.com/projects/submit?ft=create

RootData Boost: https://www.rootdata.com/projects/submit/rd-boost

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