Most crypto research processes are poorly suited to dePIN. Technical white papers, tokenomics tables, and Twitter narrative are necessary starting points but insufficient. dePIN evaluation requires understanding both the crypto economics and the real-world market the protocol is serving. Here is a repeatable research framework.

Before reading any tokenomics, answer: what real-world service does this network provide, and who pays for it? If you cannot identify a clear, external paying customer — not just token holders — be very cautious. Use the Catalog to find the 30D revenue figure. If it is zero or very small relative to market cap, the network is pricing in speculative future demand.

Use the Compare tool to stack your target project against the sector leader. If you are evaluating a compute network, compare it to Aethir and Render. If a wireless network, compare to Helium. Understand specifically what the target project does differently and whether that difference is a genuine competitive advantage or just marketing.

Before any equity or token investment, run the ROI Calculator as if you were going to operate a node. If the hardware economics do not work for node operators, the network will lose hardware supply. Understand the emission schedule: how much of the yield is inflationary versus real fees? See dePIN Tokenomics for the full framework.

Add the project to your Watchlist and observe it for 30-60 days before committing capital. Watch revenue trends, node count changes, and protocol announcements. A project that looks good on paper but has declining revenue over 60 days is sending an important signal. One that grows revenue without announcing it is even more interesting.

Before finalising any dePIN investment thesis, revisit the FAQ on this platform. The questions on protocol revenue measurement, inflationary yields, and hardware risk are specifically designed to stress-test common dePIN investment mistakes.