Why Most Stock Tips Lose Money

Every Pakistani investor ends up in a WhatsApp group where someone posts a ticker and a target. Sometimes it works. Over time, for almost everyone, it does not. The reasons are structural, and they are worth understanding — including because some apply to this site.

You are last in the chain

By the time a tip reaches a broadcast group, everyone earlier has already bought. The person who originated it, their friends, the earlier groups — they hold positions. Your buying is what they need to sell into.

This is not always malicious. Information decays as it spreads; enthusiasm is genuine. But the arithmetic is unforgiving: if a tip's value depends on buying before others, and you received it in a broadcast, you did not buy before others.

Thin stocks make it worse

Tips concentrate in small, illiquid companies, because a big liquid name will not move on a rumour.

That is precisely what makes them dangerous. A stock trading a few thousand shares a day can be moved by a modest amount of coordinated buying. The price rises, which looks like confirmation, which brings more buyers. Then the early holders sell, and there is no one on the other side. The stock falls on almost no volume — because you cannot exit thin stocks in a hurry, at any price you like.

This is the anatomy of a pump. It does not require anyone to be a criminal mastermind. It only requires a thin order book and a group chat.

Survivorship bias makes tipsters look good

A tipster posts ten calls. Three work well. They screenshot those three.

You never see the seven. Not necessarily deleted — just not mentioned. And because losses are quiet and wins are loud, your impression of that person's record is built entirely from a filtered sample.

Test: ask for every call in date order, timestamped in advance, with entry and exit. Almost nobody can produce it. That inability is the answer.

A target price with no reasoning is a number

"BUY XYZ, target 250" contains no information. Why 250? Based on what earnings, what multiple, what timeframe? Without those, it is a number with a confident tone.

Real analysis shows its work: this company earns this much, comparable companies trade at this multiple, therefore this valuation, and here is what would make me wrong. That last part — what would make me wrong — is the tell. Anyone who cannot state their falsification condition has not analysed anything.

Nobody is tracking your outcome

The tipster bears no cost when you lose. No fee refunded, no reputation lost — you will not post about it either, because losses are embarrassing. So the feedback loop that would discipline bad advice never closes.

Compare a licensed adviser with regulatory obligations and a paper trail. There is a reason that framework exists, and a reason free tips sit outside it.

This applies to us

We publish AI signals. Intellectual honesty requires holding our own output to the standard above.

So: our model is a statistical pattern-matcher over price history, indicators and fundamentals. It does not know news. It has no view on management. It was trained on the past and assumes the future rhymes. We publish out-of-sample accuracy on the model performance page — every prediction, including bad periods, not a highlight reel.

That number is not spectacular, because honest numbers on hard problems are not spectacular. Anyone claiming 90% accuracy on stock direction is measuring on training data or is not telling the truth.

Our signal is one input. If you take it as an instruction, you have recreated the WhatsApp group with better graphic design.

What works instead

• Understand the business. Slower, less exciting, and the only thing that compounds.
• Write down your reasoning before buying, including what would prove you wrong. Then check back. Your own record is the only one you can trust.
• Diversify, because you will be wrong sometimes and want to survive it.
• Trade rarely. Costs and taxes compound against you.
• Distrust urgency. "Buy now before it runs" exists to stop you thinking. Good investments survive a night's sleep.

None of this is thrilling. That is roughly the point — the thrill is what is being sold to you, and it is usually the most expensive part.