GMSF · On-chain detection log

Every token below was flagged scam at launch.
The mainstream scanners said "no issues."

A live sample of fresh Ethereum pools. GMSF flagged each one as a scam within seconds of the first liquidity deposit. GoPlus and Quick Intel — the scanners shown on DexScreener — passed them as clean, in several cases even after the pool was drained. All were later rug-pulled, verifiable on-chain.

7 / 7
Flagged by GMSF before the rug
0 / 7
Caught by GoPlus
2 / 7
Partially flagged by Quick Intel
100%
Rugged, as predicted

Comparison — verified against on-chain outcome

network: ethereum · pair: uniswap v2
Token GMSF verdict GoPlus Quick Intel Outcome
QPAL0xc0D1…C491 SCAMrug · LP 100% deployer ✓No issues ⚠1 issue ☠Ruggedetherscan ↗
RIDK0x021A…1fb6 SCAMrug · LP 100% deployer ✓No issues ✓No issues ☠Ruggedetherscan ↗
GOAL0xE9e4…321d SCAMrug · LP 100% deployer ✓No issues ⚠1 issue ☠Ruggedetherscan ↗
memer0x7E51…52dE SCAMrug · LP 100% deployer ✓No issues ✓No issues ☠Ruggedetherscan ↗
GINNAN0x89AF…14C3 CRITICALbackdoor + LP risk ✓No issues ✓No issues ☠Ruggedetherscan ↗
reptile0x83E7…f4bB CRITICALbackdoor + LP risk ✓No issues ✓No issues ☠Ruggedetherscan ↗
febu0x11cD…82B5 CRITICALbackdoor · drains buyer wallet ⚠1 issue ✓No issues ☠Ruggedetherscan ↗

GMSF flagged all seven at launch — before the rug. On the same tokens, GoPlus reported "No issues" on every one, and Quick Intel on five of seven. The green checkmarks stayed up even after liquidity was pulled. Code verification means nothing here: the threat lives in the tokenomics and liquidity structure, not the source.

Two attack surfaces

On Ethereum, contract code is often clean and verified — deliberately, to build trust. The trap is in the liquidity: 100% of LP in one wallet, nothing locked or burned. On Avalanche, the scam more often sits in the code itself — hidden backdoors. GMSF checks both.

Why code scanners miss it

GoPlus and similar tools read the bytecode. A rug that drains its own pool needs no malicious code — just a deployer holding all the LP. That's invisible to a code scan, and it's exactly the pattern GMSF catches.

Verify it yourself

Every address links to Etherscan and DexScreener. Each verdict was posted to the public channel at detection time — timestamped before the outcome. Nothing here is reconstructed after the fact.

live detection log · updated continuously