The Shill Test: Spot a Paid Pump in 10 Seconds

I got burned at 17. Bought a coin because a guy I trusted online would not shut up about it. He was getting paid. I was the exit. Nobody told me there was a test for this. So here it is. Six tells. Each one takes a second to check. Run them on the next "opportunity" that lands in your feed.

You do not need to know anything about the coin. You are not grading the coin. You are grading the messenger.

Tell 1: Follow the money. Who gets paid if you believe this?

Before you look at the chart, ask one question. If I buy this right now, who wins? A real analyst wins when they are right. A shill wins the second you click buy, whether the coin lives or dies. If the person talking already holds a bag, or got paid to talk, they make money on your money. That is not advice. That is a transaction where you are the product.

The line: a real call has a person who loses when you lose. A shill always wins, no matter what happens to you.

Tell 2: No checkable reason. Just vibes and a ticker.

"This is going to be huge." Why? "Strong community." "Next big thing." "Trust me." None of that is a reason. A reason is something you can go check yourself. A real take points you somewhere: the docs, the contract, the actual product, a number you can verify. A shill hands you a feeling and a coin name and hopes you do not ask for the receipt.

The line: if you cannot check the reason without taking their word for it, there is no reason. There is just a sales pitch wearing a reason's clothes.

Tell 3: The downside never comes up.

Every risky position can go to zero. Every one. So anyone honest will tell you what could break it. What is the risk? What would make them wrong? When the whole pitch is up only, when the word "risk" never appears, that is not confidence. That is a script. They left out the downside because the downside is bad for the sale.

The line: no honest call about a risky asset is missing the risk. If the risk is missing, it was removed on purpose.

Tell 4: Manufactured urgency. The clock that does not exist.

"Last chance." "Get in before it explodes." "You will hate yourself if you miss this." Real research does not have a countdown timer. Urgency is the oldest trick there is, because a person in a hurry does not check anything. They just want it to stop hurting, so they buy. The rush is the point. It is built to walk you straight past Tells 1 through 3 before you notice them.

The line: if you are being rushed, you are being robbed of the time you would need to spot the scam. Slow is the defense. So they kill slow.

Tell 5: The quiet "partner" or "ad" disclosure.

Look at the bottom. The fine print. The pinned comment under the post. The word "partner," "sponsored," "ad," "collab," or "thanks to" sitting somewhere small and grey. That tiny word changes everything above it. It means the loud part was paid for. The rules in a lot of places make them put it somewhere. They do not make them put it where you will see it. So they hide it in plain sight and bet you will not scroll.

The line: if there is any disclosure at all, treat the whole thing as an ad, because it is one. The size of the word does not change what it means.

Tell 6: A big account suddenly in love with a tiny coin.

A large account, lots of followers, normally talks about the majors or general market stuff. Then out of nowhere, deep affection for some coin almost nobody has heard of. Tiny thing. No reason given for the sudden romance. That is the classic setup. Big reach pointed at a small, thin coin is exactly what a pump needs, because a few thousand buyers can move a small coin hard, and the person who pointed them got paid to point.

The line: big audience plus tiny unknown coin plus sudden passion equals a pump being aimed at you. The mismatch is the signal.

The verdict rule

You do not need all six. One clean hit and you slow down. Two and you walk.

Keep this one line: If a call is in a hurry, hides who got paid, and never mentions the downside, it is not a call. It is bait, and you are the fish.

That is it. Ten seconds. The Casino, the paid hype machine that prints these calls all day, only works on people who do not check. Checking is free. It just takes you choosing to be the one who slows down while everyone else rushes in.

I built a longer version of exactly this thinking. It is a short free thing called The Casino Test, and it is the first thing you get when you join my free newsletter. Same job as this page: keep you from being the exit. No pitch, no coin of the week. Never sponsored, never for sale. If this was useful, that is the next step.

Research and opinion, not investment advice.