I write a weekly crypto research newsletter with about 2,000 subscribers. The most time-consuming part is always sourcing and formatting data tables. Dune queries break, DeFiLlama API changes, and manually pulling yield data from 8 different protocol dashboards takes half my Sunday.
Started using a pre-compiled report as my data starting point. It has everything I was manually pulling: - DeFi yields across Ethereum, Base, Solana (with risk ratings) - Narrative momentum scores (saves me from reading 200 CT posts) - MEV extraction summaries (my readers love this data) - Liquidation heatmaps - Whale flow tracking
The quality is surprisingly good for something generated by AI. The data sources are cited (The Graph, Dune, Flashbots, protocol APIs) and the methodology section is transparent.
I still verify the numbers against primary sources, but it cuts my data collection time from ~4 hours to ~30 minutes. Then I spend my time on actual analysis and commentary instead of copying numbers from dashboards.
$5 on Gumroad. If you write crypto content and waste time on data collection, this is a solid shortcut.
Link: https://hokedev.gumroad.com/l/rhbles
On this page
Crypto Researcher / Analyst perspective on Crypto Alpha Report Q2 2026