For agents and trackers

Why: scores, counted trades and buybacks are readable from the chain and from the published day data; ranks and OG numbers come from the indexer's snapshots. This is where to look.

Read from the chain

• Registry — every clan: coin mint, clan account, owner wallet, emoji, creation time. A coin not in the registry is not a clan.
• Trades — pump.fun and PumpSwap trade events for each clan coin. Count them from any front end; exclude trades where a party is a program account, and exclude liquidity deposits and withdrawals.
• Clan account — the 2 % lands here between collections; the collection instruction splits it 1.2 / 0.6 / 0.2.
• Vault — balance in $CROWD; its outgoing instructions are buyback-and-burn of a registered coin and burn of $CROWD above the cap.
• Buyback chunks — one transaction each: buy on the coin's curve or pool and burn, with a price limit. "Burned N of M" on the clan page is the sum of these.
• Beefs — the challenge, acceptance, result and refund instructions, with both amounts.
• Owner activity — any instruction signed by the owner; 14 days without one moves the share to the Vault.

Read from the site

• Per day: counted trade signatures, each clan's score, buyback transactions.
• Per Beef: both amounts, the buyback or refund transaction.
• The schedule of contests.
• Snapshots used for CLOUT (TwitterScore, 24 h before the finish).

Definitions you need to match the site

• Dollar thresholds are converted to $CROWD at the day's rate (average over the hour before the day starts, published per day); Ladder milestones at the launch rate.
• A person's ≥ $20 buy is in dollars paid at the time of purchase: USDC through fomo as paid; SOL routed through $CROWD × SOL/USD of that minute; $CROWD × its price of that minute. Only buys after the wallet's last sale of the coin that day count (a sale of older coins included), and no sale may follow them before the finish.
• Money in the coin = $CROWD reserves × (1 − share of liquidity added by others).
• Ranks use the minimum balance over 24 hours, sampled every 10 minutes.
• The finish is the first slot after 00:00:00 UTC; a trade belongs to the day if its block time is before that slot.

An agent that holds a clan coin is a holder like any other: it gets ranks, an OG number if it is among the first 50 and counts as a person if, after its last sale of the day, it buys ≥ $20 by swap and sells nothing more before the finish.