DeepDAO is the industry's reference dataset for who the DAOs actually are — the analytics and discovery layer often described as the “CoinMarketCap for DAOs”. Where a governance interface like Tally / Cactus or Snapshot runs one DAO's votes, DeepDAO reads across the whole field: it aggregates treasury balances, proposal counts, voter participation and member overlap into one searchable place, so a claim like “the largest DAO treasuries” has a source you can check rather than a number someone asserted.

What it measures

For each organization DeepDAO indexes the numbers a DAO is usually judged by: treasury size and composition, cumulative and active proposal counts, unique voters and governance-token holders, and derived participation rates. It also tracks people across DAOs — the same wallet's activity in multiple organizations — which surfaces the delegate class and the voting-power concentration that a single DAO's dashboard hides. The result is one place to answer comparative questions: which DAOs are largest, which are actually active versus dormant, and how thin real participation tends to be.

Why it matters for the industry

DAO treasuries are on-chain and therefore public, but “public” and “legible” are not the same thing — raw addresses across a dozen chains are not an answer to “how big is this DAO and is it healthy?”. DeepDAO is the layer that turns that raw visibility into comparable figures, which is why its dashboards are routinely cited in governance research and by DAOs themselves. Its own tracker puts the largest treasuries — Uniswap, Sky (MakerDAO), Optimism, Arbitrum — each into the billions, with the aggregate across all tracked DAOs running to tens of billions of dollars. (Figures per DeepDAO's tracker; treasury values move with token prices, so treat any point figure as a snapshot.)

Limits of the data

The numbers are only as good as what's on-chain and labelled. Treasury figures are dominated by each DAO's own governance token, so a large headline treasury can be mostly an illiquid position that couldn't be sold without crashing its own price — a distinction covered in treasury management. Participation rates flatter or damn a DAO depending on whether you count token supply or holders. DeepDAO is the best available map, but a map of reported figures — reading it well means knowing what each number does and doesn't include.

How Caper approaches this

DeepDAO exists because most DAO activity is scattered across chains, forums and off-chain snapshots that need aggregating to be understood. Caper keeps the primary data in one place by construction: a caper's treasury, proposals, votes and executions all live in the same on-chain contract, so the figures an analytics tool would reconstruct are the native, canonical state rather than an after-the-fact estimate. The transparency DeepDAO works to surface for the wider industry is the default a caper starts from.

References

• DeepDAO, deepdao.io and the organizations directory.
• DeepDAO, “Is This a Healthy DAO Treasury?” (methodology).
• Uniswap governance, DeepDAO Pro discussion.