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Risk & Psychology

Who profits from your attention

Free market advice is paid for by someone. Tracing the incentive behind each source explains most of what you are shown, and most of what you are not.

Risk & PsychologyBeginner11 min read
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Financial content is abundant and mostly free, which should immediately raise a question. Producing it costs time and money, so someone is being paid. Identifying who, and for what, explains a great deal about what you end up seeing.

Think of it like this
The free seminar

A free two-hour seminar on wealth creation, with tea. Nobody is running it as charity — the value is the room full of people at the end, ready to be sold something.

In the market

Free tips, free calls, free channels. The content is the seminar. The revenue is the brokerage referral, the paid course, the subscription tier, or the position the presenter already holds in the stock they are discussing.

Tracing the money

SourcePaid byBias it creates
Free tip channelsBrokerage referrals, paid tiersToward frequent trading — referral income scales with your turnover
Broker researchThe brokerageRarely "sell"; more coverage of stocks that generate volume
Fund commentaryThe AMCToward staying invested in their category, always
Financial mediaAdvertising and attentionToward urgency and drama — a calm market sells nothing
Fee-only RIAYou, directlyThe one structure aligned with you — and the rarest
Anonymous social accountsUnknown, often their own positionWhatever benefits a holding you cannot see

The regulatory distinction

India draws a legal line that most viewers are unaware of. SEBI registration exists precisely because giving investment advice for consideration is a regulated activity.

Regulated versus not
SEBI-registered
  • Registered Investment Advisers — must act in your interest
  • Research Analysts — must disclose holdings and conflicts
  • Portfolio managers, mutual funds
  • Subject to inspection, records and a complaints process
Not registered
  • Anyone giving “education, not advice”
  • Anonymous accounts posting targets
  • Groups charging for calls without registration
  • No recourse whatsoever when it goes wrong

Why the track records look so good

A screenshot of a call that worked is not evidence. Understanding why requires only arithmetic.

How an impressive record is manufactured without a single lie
  1. 1
    Post many calls

    Give twenty calls a month. In a rising market a good share will work purely by market direction.

  2. 2
    Screenshot the winners

    The successes are posted with the entry price circled. The failures are simply never mentioned again.

  3. 3
    Delete or bury the misses

    Nothing requires anyone to keep a complete record. What you see is a curated subset presented as the whole.

  4. 4
    Let survivorship do the rest

    Thousands of people give calls. Some will have long winning streaks by chance alone, and those are the accounts that grow large. You are seeing the survivors of a process that also produced the losers.

Check yourself

Someone shows twelve screenshots of stock calls that each rose over 30%. What is the most important missing information?

Simple bhasha mein
Muft seminar mein chai bhi milti hai

Koi muft mein 2 ghante ka seminar kyun karega, upar se chai bhi pilayega? Kyunki asli kamai aakhri 10 minute mein hai. Muft tips ka bhi wahi hisaab — kahin na kahin brokerage, course, ya unki apni position hai. Sawaal yeh nahi ki woh jhooth bol raha hai; sawaal yeh hai ki paisa kahan se aa raha hai.

What to remember
  • Free content is paid for by someone — identify who, and for what.
  • Incentives shape which ideas are produced and emphasised, without requiring anyone to lie.
  • SEBI registration is a real legal distinction, and "educational purposes only" is often a way around it.
  • Screenshots of winners mean nothing without the complete record and its denominator.
  • Content designed to make you act deserves more scepticism than content designed to make you understand.
You reached the endMark it done and keep your streak going.
Up nextThe comparison trapPrevious: Conviction without stubbornness
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Common questions

Short, direct answers to what people ask about this topic.

what is a SEBI registered investment adviser
A Registered Investment Adviser is a person or firm registered with SEBI to give investment advice, required to act in the client’s interest and subject to record-keeping, inspection and a formal complaints process. A fee-only adviser is paid by you directly, which is the one payment structure with no product commission pulling the other way. Registration is checkable — SEBI publishes its list of registered intermediaries on its website.
difference between a research analyst and an investment adviser in India
A SEBI-registered Research Analyst publishes research and recommendations on securities and must disclose holdings and conflicts; a SEBI-registered Investment Adviser advises a particular client on what suits that client and owes them a duty to act in their interest. Both are registered categories carrying disclosure obligations and a route for complaints. Anyone posting entry prices and targets with neither registration sits outside that framework altogether.
is educational purposes only a valid disclaimer for stock tips
No — a caption does not change what the activity is. If someone gives you a specific stock, an entry price, a target and a stop in return for consideration, that is investment advice whatever the words underneath say, and providing it without SEBI registration is not permitted. SEBI has acted against unregistered advisers repeatedly.
survivorship bias in stock tips explained
Survivorship bias is what makes trading track records look far better than they are: thousands of people give calls, some produce long winning streaks by chance alone, and those are the accounts that grow large enough for you to ever see. You are looking at the survivors of a process that also produced everyone who quietly disappeared. The winning screenshots are a curated subset presented as though they were the whole record.
how do I check if someone giving stock tips is registered with SEBI
Ask for their SEBI registration number and check it against the list of registered intermediaries on the SEBI website — registered advisers and research analysts are required to display that number. Then ask separately for every call made over the past year, dated, with entries and exits, including the losses. A genuine record produces that immediately, and the response to the request is usually more informative than the record would have been.