In 2021, one particular small-cap stock rose 400% in 11 months. It had no meaningful change in business fundamentals. The company's revenues were declining. But social media groups were buzzing, YouTube channels were breathless with excitement, and the stock appeared on every retail momentum screen. Millions of new investors bought it. When the bubble burst, many lost 70-80% of what they'd put in. This is herd behaviour at its most vivid.

Four Indian bubble cycles | the anatomy of collective delusion
Every cycle looks different in theme. The mechanics are identical.
72%
median peak to trough drawdown across the last 4 Indian bubble baskets
Nifty sub indices 2000 to 2023
48%
share of 2021 small cap buyers who opened their first demat after March 2020
CDSL data
34%
of new retail equity buys traced to WhatsApp or Telegram tip sources in 2021
SEBI investor survey 2022
22 months
average bubble lifespan from retail mania onset to full drawdown
QCAlpha cycle database
Bubble lifecycle | five phases the crowd walks through without noticing
1
Stealth
smart money accumulates, fundamentals lead price
2
Awareness
institutions pile in, media starts noticing
3
Mania
retail surges in, valuations detach, price leads story
4
Blow off
euphoria peak, every concern dismissed, volume maximum
5
Unwind
smart money exits, retail holds the peak, 60 to 80% drawdown
2021 small cap mania | who was actually buying
Buyer composition at the 2021 peak
First time demat opened post Mar 2020 48%
Retail veterans chasing momentum 27%
HNI and family office allocation 16%
Domestic mutual funds and FII 9%
FOMO trigger | what actually pushed the buy
WhatsApp or Telegram tip 34%
YouTube finfluencer call 26%
Friends and family buying 22%
News headline or broker report 18%
Peak to trough drawdowns | the cost of being late to the crowd
2000 IT basket
-87%
2007 realty and infra
-82%
2021 SME platform stocks
-68%
2017 small cap 250
-64%
Nifty 50 TRI worst drawdown
-29%
SEBI NSE BSE NSDL CDSL
TK | December 2007, my first bonus. I was 22. My first corporate bonus hit the bank account | 4.6 lakh. The news was full of India's infrastructure story, realty was on fire, and every uncle at every family function had a tip for a midcap that was going to triple. I put the entire amount into a basket of realty and infra midcaps across three weeks in December 2007. No process, no position sizing, no stop. By October 2008 that basket was down 76%. 3.5 lakh gone. The market recovered most of its levels within 18 months. Those stocks did not. Most of them never got back to 2007 highs even by 2014. That loss taught me the single most important lesson of my career | when everyone around you agrees on a trade, the trade is already over. The crowd is never early. If you're buying what the crowd is buying, you're the exit liquidity.

Why herding is individually rational but collectively catastrophic

Herd behaviour | following the crowd's investment decisions rather than forming independent judgments | seems irrational. But it's individually rational for several reasons:

The problem: when the crowd's actions are driven by each other's actions rather than fundamental analysis, the information cascade carries no real information. Everyone is following everyone else. The resulting price movements are entirely disconnected from underlying value.

How bubbles form and burst | the Indian pattern

India has produced several identifiable bubbles in the last 15 years. The pattern is consistent:

The contrarian insight: The presence of extreme herding is a reliable signal | in both directions. Maximum retail enthusiasm near a peak signals overvaluation. Maximum retail pessimism near a trough signals undervaluation. The contrarian investor tracks sentiment indicators (SIP flows, demat account openings, social media sentiment) as contrary indicators to fundamental analysis.

Indian Market Bubble Timeline, Peak to Trough BSE/NSE data, AMFI
Bubble / Theme Peak year Peak-to-trough fall Recovery time
IT / Dotcom stocks 2000 −70% to −90% 5 to 7 years
Real estate (DLF, Unitech) 2007 to 08 −85% to −95% Never (many)
Infrastructure stocks 2007 to 08 −75% to −90% 8 to 12 years
Mid/small-cap rally 2018 −40% to −65% 2 to 3 years
SME / micro-cap IPOs 2024 −50% to −80% Ongoing

In every case, retail participation peaked just before the collapse. Maximum SIP inflows, demat account openings, and social media discussion coincided with the price top, not the bottom.

FOMO | the herd behaviour amplifier

FOMO (Fear Of Missing Out) is the specific emotional mechanism that drives retail investors into bubbles at their peak. When a stock or sector has already risen 200-300% and social media is full of success stories, the psychological pressure to participate becomes overwhelming | even for investors who intellectually know the price is stretched.

FOMO is especially dangerous because it creates an asymmetric risk scenario: potential gains are limited (the stock has already risen enormously) while potential losses are large (the bubble can collapse). Yet the emotional pull feels exactly opposite | gains feel likely and certain, losses feel unlikely.

Systematic protection from herding at RupeeCase

RupeeCase strategies buy and sell based on quantitative factor signals, not social sentiment or recent price performance alone. A stock that has risen 400% in a year may actually be flagged for exit (if momentum has peaked and quality scores are declining) rather than entry. The systematic approach is inherently contrarian to herd extremes | adding exposure when factors are improving and reducing when they're deteriorating. Start at invest.rupeecase.com.

Glossary

Key terms | Module 8.4
Herd behaviour
Following the crowd's investment decisions rather than independent judgment. Individually rational (others' actions carry information) but collectively catastrophic when everyone follows everyone else.
Information cascade
When people act on others' actions rather than their own private information, passing the same (possibly incorrect) signal down the chain. Creates self-reinforcing price movements disconnected from fundamentals.
FOMO
Fear Of Missing Out | the emotional pressure to participate in a rising market/stock because others are visibly profiting. Typically most intense at or near market peaks | precisely the worst time to enter.
Closet indexing
Fund managers holding portfolios nearly identical to the benchmark index to avoid career risk from underperformance, while charging active management fees. A form of professional herd behaviour.
Want to put this into practice? RupeeCase is the systematic investing terminal built around everything you're learning here, factor scores, strategy backtests, portfolio construction for Indian markets.
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TK
A note from the author
What Indian market bubbles taught me about crowd behaviour

I watched the 2007 real estate bubble from close quarters. Smart people, people with MBAs and CFAs, were putting their entire net worth into real estate stocks because “India is different” and “real estate only goes up.” DLF went from ₹1,000+ to under ₹100 in 18 months.

The lesson isn’t that crowds are always wrong. It’s that by the time you feel the urgency to join a trade, the best returns are already behind you. Momentum strategies capture crowd behaviour early and systematically, they don’t wait for narratives to become consensus.

TK
Tanmay Kurtkoti
Founder & CEO, RupeeCase · 17 years systematic trading · QC Alpha

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