CYCLOPS LABSLEARNFILE Nº L1

How launches
go wrong.

Three patterns that show up again and again on new token launches, how each one looks on-chain, and the limits of what the evidence can say.

LAUNCH BUNDLES

Many wallets,
one block.

FUNDERWALLET 1WALLET 2WALLET 3WALLET 4BLOCK NPOOL OPENSFUNDED MINUTES BEFORE · NO OTHER HISTORY · ALL BUY IN ONE BLOCK
A schematic, not a real case.

A bundle is a set of buys placed together, usually in the very block the pool opens. When the buying wallets were all funded moments earlier from one source and have no other history, they are likely controlled together.

A large bundled share means a small group can sell a large part of the supply at once.

WHAT CYCLOPS READS
  • Supply bought in the launch block(s)
  • Whether the buyers share a funder
  • How much of the bundled supply is still held
  • Buyers in the first 10 and 60 seconds
What it cannot prove

Busy launches attract fast, unrelated buyers. Same-block timing alone is weak evidence; shared funding makes it stronger, but exchanges and bridges fund strangers too.

The check, with its threshold
RUGS AND SELL-OUTS

The creator
exits.

PEAKCREATOR SELLS−80% OR MORELAUNCHLAST TRADE
A schematic, not a real case.

The most common bad ending on a launchpad is not a hidden contract trick. It is the creator selling a large holding into early demand, after which the price does not recover.

Cyclops records this as “Creator sold out” when the price falls 80% or more while the creator wallet sells, and “Collapsed” when the price falls 90% or more from its peak.

WHAT CYCLOPS READS
  • What the creator wallet holds and has sold
  • Tokens the creator moved to other wallets off-market
  • The creator’s earlier launches and how they ended
  • Pool liquidity and whether it is locked
What it cannot prove

A creator selling is an observation, not proof of intent. Some creators sell to fund work; some launches fail for ordinary reasons. Outcome labels describe what happened, not why.

The check, with its threshold
INSIDER EXITS

Linked wallets
sell first.

CREATORL1L2L31 · FUNDED BY THE CREATOR · BUY AT LAUNCH2 · LATER BUYERS3 · LINKED WALLETS SELL TO LATER BUYERSLINKS: SHARED FUNDER · TRANSFERS · SAME-TRANSACTION BUYS
A schematic, not a real case.

Supply can leave the creator’s wallet before launch or in the first minutes: sent to fresh wallets, or bought by wallets the creator funded. Those wallets then sell to later buyers while the creator wallet itself looks quiet.

Tracing funding and transfers back to the creator is how these wallets are found.

WHAT CYCLOPS READS
  • Wallets funded by, or sent tokens by, the creator
  • Clusters linked by shared funders, transfers and same-transaction buys
  • How much those wallets hold and have taken out
  • Early buyers who repeat across the creator’s launches
What it cannot prove

Links are evidence of a relationship, not of who controls a wallet. A shared funder that is an exchange, bridge or router is ignored, because those connect unrelated customers.

The check, with its threshold
SEE IT FOR REAL

Case
studies.

Real launches from the index that ended badly, each written strictly as the record shows it: what traded, how far the price fell, what the creator wallet sold.