How to detect a liquidity pull in progress

What a liquidity pull in progress is

A liquidity pull in progress is the act of a team withdrawing the pool — a hard rug happening live. Learning to detect it is about identifying it programmatically from real-time on-chain data.

The signals that matter

When you are detecting a liquidity pull in progress, these are the concrete signals to focus on:

• A sudden, sharp drop in pool depth
• The LP holder withdrawing
• Price collapsing toward zero
• Exits failing or filling terribly
• Unlocked LP that was always at risk

Where to look

You will mostly observe a liquidity pull in progress in the live liquidity figure and the LP holder's transactions. To detect it, go straight to these sources rather than relying on chat or hype.

To detect it: the steps

1. Define the conditions precisely so they can be measured, not eyeballed.
2. Pull the data continuously rather than at a single glance.
3. Compare against a rolling baseline to filter noise.
4. Set a threshold that rejects false positives aggressively.

The mistake almost everyone makes

Turning the read into action

Spotting it is only half the job — acting on it under time pressure is the other half. The conditions around a liquidity pull in progress can change in seconds, which is why many traders pair their own reads with real-time alerts that watch continuously and ping the moment something lines up.