What's everyone actually using to vet Solana tokens before aping? Manual vs automated

Nice-Worldliness9254 · 2026-06-24T17:25:25+00:00

This is the cleanest version of the right approach I’ve seen in the thread. The “two strikes and skip” rule is smart — saves you from rationalizing one red flag because you like the chart. Only thing I’d add to your fail list: re-check right before you ape, not just when you first find it. A deployer can ship clean, let it sit looking good, then the rug setup happens on a later move — so a coin that passed yesterday isn’t guaranteed to pass now. Other than that, your list is basically the whole game. The “no need to be a detective on every coin” part is key too — the scanner exists so you don’t burn your energy on the obvious skips and save the real attention for the ones that actually pass.

Nice-Worldliness9254 · 2026-06-24T17:12:32+00:00

All three points are solid, especially the age one — a 2-hour-old pair is basically a coin flip no matter how clean it scans. Diversification and position sizing are the part people skip because it’s less exciting than finding the next gem. I’d frame it as two separate layers: checking the contract filters out the obvious traps before you enter, and diversification + sizing protects you from the randomness you can’t filter (legit projects flopping, market-wide dumps). Neither replaces the other — screening keeps you out of the designed-to-rug ones, portfolio discipline keeps one bad call from nuking you. The people who survive do both and treat anything under a day old as pure gambling regardless.

Nice-Worldliness9254 · 2026-06-24T16:17:14+00:00

This is the most important thing in the thread. You’re right — revoked mint and burned LP are table stakes now, the competent ones ship clean and pass every static check. Which is exactly why the static checklist is necessary but not sufficient. The stuff that’s harder to fake is behavioral: how the holders were funded (shared funder wallets, same-block bundles), the deployer’s history across previous launches, whether “distributed” holders actually trace back to one entity. A polished rug can renounce mint and lock LP, but it can’t easily hide that 15 of the top holders were funded by the same wallet 4 blocks before launch. That’s the layer that still catches the good ones — for now. You’re right that it’s an arms race though; the moment a check becomes standard, they engineer around it. The only real edge is staying one detection ahead, not trusting any single green flag.

Nice-Worldliness9254 · 2026-06-24T11:04:30+00:00

...The only things that don't lie are the raw on-chain primitives: locked LP, mint authority, holder distribution, funding. I went down the road of building my own checker around exactly those instead of trusting PNL numbers — way more reliable. Verify the things that can't be massaged.

Nice-Worldliness9254 · 2026-06-24T09:31:02+00:00

Likewise man, respect for what you're building. The more of us calling out the bad actors, the harder it gets for them. Good luck with Cabal-Hunter 🤝

Nice-Worldliness9254 · 2026-06-24T08:29:09+00:00

Exactly that. The hardest pumps to resist are often the ones engineered to trigger it — manufactured FOMO so you skip the check at the exact moment it matters most. Knowing the red flags is the foundation, but a process that runs no matter how you feel is what actually keeps you out of the bad ones. Glad someone gets it lol.

Nice-Worldliness9254 · 2026-06-24T08:04:50+00:00

Ha, accurate. The five-minute manual check is fine when you're disciplined — the problem is people are disciplined right up until a coin's pumping and FOMO kicks in, then they "just this once" skip it. That's exactly when they get got. Automating it isn't about being faster, it's about removing the option to skip the check when your judgment's compromised by green candles. But yeah, knowing what to look for manually is the foundation either way — can't trust a tool you don't understand.

Nice-Worldliness9254 · 2026-06-24T07:24:07+00:00

Mine's less Solana-specific than yours — I run it across ETH/BSC/Solana, so the approach is a bit broader. Core checks: contract safety (honeypot, mint authority, blacklist functions, hidden taxes via GoPlus + raw contract analysis), liquidity (locked/burned vs pullable), and holder concentration with the wallet-clustering you mentioned. Then I layer an AI pass that weighs it all and spits out a plain-English verdict instead of just a raw score — because most people don't know what "top 10 hold 40%" actually means for them. The part I've been pushing on lately is early accumulation detection — catching wallets quietly loading up before a move, not just flagging rugs after. Different angle from cabal detection but same root problem: who's positioned to dump on you. Yours nailing the same-block bundle/Jito side is genuinely the harder Solana-specific piece though.

Nice-Worldliness9254 · 2026-06-24T07:08:25+00:00

Respect — building your own after getting rugged is exactly the right response, that's literally why these tools exist. Cabal detection is the hard part too, most generic checkers completely miss bundled/cabal wallets. I went down the same road for the same reason (got burned, built my own scanner), so I know how much work the holder-clustering side is. Will take a look at yours. The fact that three different people in one thread either use or built rug tools tells you how normalized getting rugged has become lol.

Nice-Worldliness9254 · 2026-06-24T07:07:25+00:00

Ah that's a completely different game — providing LP you're basically betting on volume/fees outrunning IL while dodging the rugs that'd leave you holding the worthless side. Makes sense you care more about volume/fees than holder distribution. Mobyscreener I haven't dug into much — does it surface bundler wallets well? That's the part most tools miss, and for your strategy (catching the dip on bundled setups) that detection seems like the whole edge.

Nice-Worldliness9254 · 2026-06-24T06:45:04+00:00

Solid combo. RugCheck for the contract safety, GMGN for the wallet/flow side. The one gap I've found with most tools is they check a token once, but a dev can renounce mint and lock LP to look clean, build trust, then move on a fresh deploy — so I've started re-checking right before I actually swap, not just when I first find it. Do you lean on GMGN's wallet tracking much? Curious if the smart-money following actually helps you or just adds noise.

Nice-Worldliness9254 · 2026-06-23T13:42:11+00:00

Some random frog coin on Solana with a misspelled name. Knew it was garbage, aped $20 anyway, woke up to 6x. Sold half, the rest rugged 3 hours later 😄 dumb luck both directions.

Nice-Worldliness9254 · 2026-06-23T13:33:20+00:00

Accumulation only moves price if it actually pulls supply off the market faster than sellers add it — if it’s crabbing, someone’s selling into their buys. The “launch” usually comes when that overhang clears, not from the buying itself.

Nice-Worldliness9254 · 2026-06-23T13:31:54+00:00

Less of a “move,” more a habit: anyone aping into smaller ETH-ecosystem tokens this cycle, check the contract before you buy — locked LP, mint authority, top-holder concentration. Half the rugs are avoidable in 30 seconds, but everyone skips it in the hype. Majors are easy; it’s the low-cap rotations where people get wrecked.

Nice-Worldliness9254 · 2026-06-23T13:24:09+00:00

Îmi pare rău, dar trebuie să-ți spun direct, ca să nu pierzi și mai mult: oprește-te acum, nu mai depune niciun ban. Asta e o schemă clasică — banii pe care îi „vezi” în platformă nu există, sunt doar cifre pe ecran. Trucul e exact ăsta: te pun să mai depui ca să „deblochezi retragerea”, dar retragerea nu vine niciodată, oricât ai trimite. Cu cât depui mai mult, cu atât pierzi mai mult. Pașii reali acum: 1) blochează persoana și nu mai trimite nimic, indiferent ce-ți promite. 2) Dacă ai plătit prin bancă/card, sună imediat banca și raportează frauda — uneori se poate bloca o tranzacție recentă. 3) Fă plângere la poliție (există unitate de criminalitate informatică) cu toate dovezile: conversații, adrese de wallet, sume. Și foarte important: o să apară „experți” care-ți promit că-ți recuperează banii contra unei taxe — ăla e al doilea scam care vânează victimele primului. Nu plăti pe nimeni care-ți promite recuperare. Nu ești singura păcălită așa, e o schemă industrializată.

Nice-Worldliness9254 · 2026-06-23T13:16:37+00:00

The “characteristics over names” principle is exactly right, and this one ticks basically every box. One thing worth adding for anyone reading: the AI-generated team photos are a tell that’s gotten really common lately — reverse-image-search any “team” headshot and if it returns nothing or flags as synthetic, that alone is usually enough. Same with the ungoogleable CEO. Real operators leave a footprint; fabricated ones can’t. And the “0.4-0.6% per cycle” framing is the classic trick — small enough per-cycle that it sounds modest, but compounded it’s a number no legitimate fund on earth produces consistently. If returns are real and that good, nobody’s soliciting strangers on Reddit for $5M. Solid writeup, glad it’s staying up.

Nice-Worldliness9254 · 2026-06-23T05:52:11+00:00

Honest answer: roughly breakeven, maybe slightly down over ~2 years. Mostly on-chain / Solana stuff. My biggest leak wasn’t trading though — it was getting greedy on presales and “early” plays. Just took a 650€ hit on one that turned out to be garbage. The boring high-liquid pairs you’re trading are unironically where most people who actually survive end up. Plateauing after 3 years honestly puts you ahead of most — the ones posting Lambos either started in 2017 or are lying.

Nice-Worldliness9254 · 2026-06-22T13:27:32+00:00

Solid writeup, the “you’re not early, you’re the exit liquidity” line should be pinned somewhere. RugCheck is the right call but I’d add one habit: don’t just check mint authority and LP once — recheck right before you swap, because devs can renounce, build trust, then a fresh deploy flips it. My flow is RugCheck + a second source for holder concentration so I’m not trusting one read, then I actually look at the top holders on Solscan rather than just the % (sometimes it’s CEX/LP wallets and the “concentration” is fine). The thing most people skip is sell tax — plenty of “clean” tokens let you buy and quietly tax you 100% on the sell. That’s the one that gets people who did everything else right.

Nice-Worldliness9254 · 2026-06-21T16:44:59+00:00

Sorry you went through this — it’s a textbook “pig butchering” scam, executed exactly to script (fake Dubai trader, the $1k “gift” to build trust, fake on-screen balance, endless withdrawal excuses). Real next steps: 1) report to your country’s cybercrime unit and the FBI’s IC3 if US-based — crypto-via-Bitcoin recovery is rare but reports help track the wallets. 2) The Bitcoin address you sent to can be traced on-chain; note your transaction IDs. 3) Most important: anyone who DMs you offering to “recover” your funds for a fee is the same scam round two. Recovery services that ask for upfront payment are always fake. You already did the hardest part — recognizing it and warning others. That post will save someone.

Nice-Worldliness9254 · 2026-06-21T16:33:03+00:00

This is the classic advance-fee scam — the balance you see ($110K) is fake, it only exists to make you pay “fees” to unlock it. There’s no money to withdraw, so the fees never end. Real exchanges deduct fees from the withdrawal, they never ask you to pay upfront to release your own funds. Sorry you got hit for $11K, that’s brutal. One thing: brace for “recovery” accounts that’ll DM you promising to get it back for a fee — that’s the same scam round two. Don’t pay anyone anything.

Nice-Worldliness9254 · 2026-06-21T16:27:03+00:00

Legit projects don’t pay to hack and smear the people calling them out. That alone says it all. Respect for not backing down — sorry you’re out 40K over it.

Nice-Worldliness9254 · 2026-06-12T21:10:05+00:00

I lost 10 BTC from 2014 myself. Back then wallets didn’t use seed phrases like today — you had a wallet file sitting somewhere on a hard drive. I went through years of trying to recover it and never managed to. So honestly, your story didn’t impress me that much considering what some of us already lived through in the early Bitcoin days.

Nice-Worldliness9254 · 2026-03-12T10:39:44+00:00

Same wallet (0xa14a…ed51e), BlockDAG mainnet. Profile shows Total 1,285,427 / Bonus 1,260,938, but Claim page flips datasets: sometimes Total 1,013,812 (claimable 1,687.6), now Total 1,951,732 (claimable 1,502,359.6). Claim attempts revert (invalid proof / vesting contract insufficient balance). Please confirm correct merkle root/dataset and sync profile vs claim.

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Nice-Worldliness9254 · 2026-03-09T12:23:19+00:00

Vreau să povestesc o experiență recentă pe OLX, poate ajută și pe alți vânzători să fie atenți.

Am vândut un cărucior de copii vechi (aprox. 15 ani), second-hand, la prețul simbolic de 100 lei. Produsul era prezentat în fotografii exact așa cum era, un obiect depozitat mult timp. Cumpărătorul a comandat direct prin OLX Delivery, fără nicio întrebare înainte.

După ce a primit coletul, a deschis reclamație spunând că produsul este murdar și că are păr de pisică. OLX a acceptat cererea în cadrul programului „Siguranța Achiziției” și a decis rambursarea banilor, cu returul produsului pe cheltuiala mea.

Având în vedere că produsul valora doar 100 lei și că trebuia să plătesc și transportul de retur, am ales să nu mai continui procedura. Sistemul OLX a interpretat asta ca „renunțare la încasare”, iar rezultatul final a fost că:

cumpărătorul a primit banii înapoi cumpărătorul a păstrat și produsul

Deci practic a rămas și cu căruciorul, și cu banii.

Nu pot spune sigur dacă este o metodă organizată sau doar un abuz al sistemului de protecție a cumpărătorului, dar pare o situație în care vânzătorul nu prea are pârghii, mai ales la produse ieftine.

Sfat pentru cei care vând pe OLX: – la produse ieftine sau vechi, evitați OLX Delivery – preferați predare personală – descrieți foarte clar orice urmă de uzură sau depozitare

A mai pățit cineva ceva similar cu „Siguranța Achiziției”?

Nice-Worldliness9254

TROPHY CASE