← Writing / India Markets
The Business Model You Are Not Thinking About
Before you can read financial news well, you need to understand what financial news actually is. It is not a public service. It is a business, and its business model shapes every headline, every segment, and every analyst quote you encounter.
Most financial media companies make money through advertising. More eyeballs mean more ad revenue. Eyeballs come from engagement, and engagement in financial media is driven almost entirely by two emotions: fear and greed. A headline that says “Sensex falls 800 points: Is your portfolio safe?” gets ten times the clicks of “Sensex closes broadly flat for third straight week.” The former triggers an anxiety response. The latter is forgettable. Financial news is optimised for the former.
Some financial channels have a secondary revenue stream: paid content from asset management companies, brokerages, and listed companies. This content appears in various forms, some labeled, some not. Segment sponsorships where a mutual fund brand appears next to market commentary are relatively transparent. Paid research that is presented as independent analysis is less so. The presence of this revenue source means that some media coverage is directly incentivised to present certain products or companies favourably.
I am not saying all financial journalism is compromised. There are excellent reporters and analysts producing genuinely useful work. But the average investor consuming broadcast financial media or scrolling financial news apps is mostly receiving content whose primary purpose is to generate engagement, not to help them make better decisions. Holding this fact clearly in your mind is the first step toward reading news without being manipulated by it.
The Language of Manipulation: What to Watch For
Certain phrases in financial media are almost guaranteed signals that what follows is more noise than signal. Learning to recognise them protects your attention and your portfolio.
“Analyst target price of Rs X.” This phrase appears hundreds of times a day across financial media. What it rarely tells you: which analyst, from which firm, with what track record, using what model, and with what conflicts of interest. Sell-side analysts (those working at brokerages) are incentivised to maintain coverage of companies their firms do business with. Their price targets are not independent forecasts: they are modelled outputs of assumptions that are often optimistic because pessimistic assumptions do not support relationships. Multiple academic studies have shown that consensus analyst price targets, on average, are persistently wrong in the same direction, overstating likely price appreciation.
“Breaking news.” In financial broadcast media, breaking news has been so badly stretched that it often covers quarterly results that were filed to the exchange 20 minutes ago, routine management changes, or a committee meeting that was already announced. Real breaking news in markets, events that materially change the value of a broad swath of assets, is genuinely rare. When everything is breaking news, nothing is.
“Market experts say.” Who are these experts? Typically, they are guests who agreed to appear on short notice, have a vested interest in the view they are expressing (they are long the stock they are recommending, or they manage a fund in the sector they are bullish on), and are never held accountable for the forecasts they made on the previous appearance. The expert who appears most frequently on financial television is not necessarily the most accurate: they are the one who is most available, most articulate on camera, and most willing to make confident predictions.
“This stock could double in 12 months.” Any price target or return claim comes without accountability. The person making it will not follow up if it is wrong. You will not remember their name. There is no cost to being wrong in financial media, which means there is no natural selection mechanism filtering for accuracy. The commentators who survive are those who are entertaining and confident, not necessarily those who are right.
“Tip” culture on messaging platforms. WhatsApp groups, Telegram channels, and social media handles pushing stock tips are a distinct and more dangerous category. Here the manipulation can be overt: operators buy a stock, push a tip to thousands of followers who pile in, and sell into the resulting price spike. This pump-and-dump structure is illegal but widespread and very difficult for regulators to police at scale. If you are receiving unsolicited stock tips through any channel, the prior probability that they will benefit you rather than the sender is low.
Why Forecasts Are Essentially Useless
The financial media runs on forecasts. Year-end Sensex targets. Quarterly earnings predictions. GDP growth estimates. Currency forecasts. Every forecast creates content, invites debate, and can be updated when wrong, which creates more content. The entire apparatus serves media engagement perfectly. It serves the investor almost not at all.
The evidence on forecast accuracy is damning. Philip Tetlock’s decades-long research on expert forecasting found that subject-matter experts, on average, barely outperform random guessing on year-ahead predictions, and the most confident and famous forecasters perform worst of all. Financial markets are specifically hard to forecast because they are reflexive: the act of forecasting and the collective response to it changes the outcome being forecast.
India’s own experience is instructive. At the start of nearly every calendar year since 2010, institutional forecasters have published Sensex year-end targets. The actual outcomes have diverged from consensus targets by an average of over 20% in absolute terms. In 2020, no forecast published in January anticipated a 40% crash by March followed by a near-full recovery by December. In 2022, very few January forecasts anticipated the extent of the mid-year correction. The forecasts that did get directional calls right were right for the wrong reasons, or got the timing badly wrong.
This does not mean uncertainty is unmanageable. It means that point forecasts (the Sensex will be at 85,000 by December) are nearly useless as investment inputs. What is more useful is scenario thinking: if earnings grow at X pace and multiples hold, the market could be here; if a global slowdown hits, the range is there. Ranges and conditions are more honest than point estimates and help you think about positioning across scenarios rather than betting on a single predicted outcome.
Distinguishing Signal from Noise
If most of what appears in financial media is noise, what constitutes actual signal? Here is my working framework.
Signal tends to be slow-moving, structural, and unexciting. The growth of India’s working-age population, the formalisation of the economy through digital payments and GST, the trajectory of household savings shifting from physical to financial assets: these are genuine multi-year tailwinds that a long-term equity investor should understand and track. None of these make for good breaking-news segments because they do not change dramatically day to day.
Signal also includes genuinely new information about specific companies or sectors. A management change at a company you own, a significant regulatory development affecting a sector, a quarterly result that reveals a structural change in unit economics rather than just a quarterly beat or miss: these matter and are worth engaging with. The test is whether the information is likely to change the multi-year trajectory of a business, not whether it explains yesterday’s price move.
Noise, conversely, is anything that explains short-term price movements. Markets move every day for hundreds of overlapping reasons, and the post-hoc narratives constructed to explain those movements are mostly stories invented after the fact. “Market fell because of FPI outflows” is sometimes true and often incomplete: FPI flows are both a cause and an effect of price movements and are themselves driven by factors that have nothing to do with Indian fundamentals. Treating these narratives as actionable insights leads to reactive, costly behaviour.
For investors thinking about longer-term allocation decisions, understanding how macroeconomic policy translates into returns is more valuable than any short-term market commentary.
The Accountability Gap
One of the most important structural features of financial media is the absence of accountability for forecast errors. A doctor who consistently misdiagnoses loses their licence. A lawyer who consistently loses cases loses clients. A financial commentator who is wrong about market direction 70% of the time can remain a fixture of prime-time business television for decades.
This creates a selection pressure for a specific type of commentator: someone who sounds authoritative, speaks confidently, uses technical language convincingly, and can always find a plausible reason why the previous prediction was almost right or was right but for an unforeseeable event. The actual predictive accuracy is irrelevant to their continued media career.
As a consumer of financial media, you can create your own accountability mechanism. If you find yourself regularly watching or reading a particular analyst or commentator, keep a simple log. Write down their predictions, with dates and specifics. Check back in six months or a year. You may be surprised at how quickly your perception of someone’s expertise changes when you track their actual accuracy rather than their apparent confidence.
The few financial commentators worth following over time tend to share certain characteristics: they acknowledge what they do not know, they update their views when evidence changes rather than defending prior positions, they separate what they observe from what they conclude, and they rarely make confident point predictions about short-term market moves. These qualities are less telegenic than forceful confidence, which is why the most rigorous voices are often underrepresented on broadcast media.
What Is Actually Worth Tracking
Given that most financial news is not worth your attention as an investor, what should you actually follow? Here is a focused list that covers the macro context without becoming noise itself.
RBI monetary policy statements and the MPC minutes (published with a lag) give you genuine insight into where rates are heading and how the central bank is reading inflation and growth. These are primary source documents and far more valuable than any journalist’s or analyst’s interpretation of them. Reading the actual statement takes 15 minutes every two months.
SEBI circulars and consultation papers are where regulatory changes that will affect your investments are telegraphed. Changes to mutual fund categorisation, derivative regulations, KYC norms, and foreign investment rules: all of these appear as SEBI documents before they become media stories. If you hold financial products, this is the original source worth following.
Annual reports of companies you own. Not the management discussion and analysis section alone (that is written by management to present the best face) but the notes to accounts, related party transactions, auditor observations, and contingent liabilities. These sections contain the information that management is legally required to disclose but has no incentive to highlight. Reading them takes time but generates insights that no analyst segment will surface.
Quarterly earnings calls, if you own specific stocks. Management commentary on demand trends, pricing power, competitive dynamics, and forward-looking guidance, heard in their actual words rather than filtered through a journalist’s summary, is more valuable than most market commentary.
For context on how this kind of fundamental tracking intersects with primary market activity, the same discipline of reading source documents rather than media summaries applies equally to IPO prospectuses.
Building a Sane Media Diet
The goal is not to become uninformed but to be appropriately informed at the right frequency. Most investment decisions do not need to be made in response to daily news. A long-term investor who is appropriately allocated across equity, debt, and other assets needs to make meaningful portfolio decisions only a few times a year at most. The information required to make those decisions does not arrive through the daily news cycle.
My suggestion is to create a deliberate gap between news consumption and portfolio action. If you read something that makes you want to buy or sell today, impose a 72-hour waiting period. Write down the reason for the proposed action. Then, in 72 hours, re-read what you wrote and ask whether the information is still new and whether it actually changes the multi-year investment thesis or merely the short-term price momentum. Most urgency evaporates within 72 hours.
Limit real-time financial media during market hours if you are a long-term investor. Watching live price tickers and continuous commentary creates an illusion that you need to respond to every move, which increases trading frequency and transaction costs without improving returns. The investor who checks prices weekly, with their portfolio reviewed quarterly, almost always outperforms the one who checks hourly and acts on news.
Prioritise reading over watching. Written analysis, even of imperfect quality, has a longer shelf life than broadcast commentary and can be engaged with critically, re-read, and checked against other sources. A well-researched article explaining a sector’s regulatory dynamics is worth infinitely more than six hours of live market commentary that is mostly filling airtime.
Follow people, not outlets. Some excellent analysts and investors share their thinking through newsletters, substacks, and occasional long-form pieces. Finding two or three voices who combine genuine expertise with intellectual honesty and a clear accountability track record is worth far more than consuming broad financial media. These voices are often quieter and less dramatic, which is exactly what makes them valuable.
The underlying reality of markets that no headline will ever capture is this: wealth is built through time in markets, not through timing markets. The investors who have done best in India over the past 20 years are not those who caught every news cycle or acted on every tip. They are those who bought good businesses or diversified indices, stayed invested through multiple bouts of volatility-inducing news, and had the discipline to ignore the noise long enough for compounding to do its work. Every piece of financial media that triggers an action is an opportunity for that discipline to fail. Reading it with clear eyes about its incentives is how you stay protected.
Disclaimer: This article is for educational purposes only and does not constitute financial advice. Please consult a SEBI-registered advisor before making investment decisions.