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When gamification spoils your learning

Hitesh Choudhary 9 pages 2 min read Updated Sep 28, 2026
On this page
  1. The Illusion of Progress
  2. Optimizing for the Wrong Metric
  3. The Freemium Engine
  4. The Core Disconnect
  5. The AI Cost-Cutting Pivot
  6. The Quality Collapse
  7. The Public Backlash
  8. The Market Reality Check
  9. Value Over Vanity

The Illusion of Progress

01 A young Indian woman looking at her smartphone with a 'Streak Lost' notification, looking frustrated but enlightened.
Notes
Priya maintained a daily learning streak on a popular edtech app for over 5 years. When she finally missed a day, she realized a harsh truth: she still couldn't speak the language. The app was great at building a habit, but terrible at actual teaching.

Optimizing for the Wrong Metric

02 A smartphone screen showing a gamified leaderboard alongside a crying mascot begging the user to log in.
Notes
The app used guilt-tripping notifications, leaderboards, and streaks to keep users hooked. It optimized entirely for Daily Active Users (DAU)—much like how Swiggy or Zomato might gamify ordering with badges, focusing on app opens rather than the core value.

The Freemium Engine

03 A visual funnel showing millions of free users watching ads at the top, and a small group paying with a UPI logo at the bottom.
Notes
The business ran on a freemium model. Millions learned for free while watching ads, and a small percentage paid via UPI or cards for an ad-free experience (similar to Hotstar). To keep ad revenue and subscriptions flowing, the app needed massive, daily repeat traffic.

The Core Disconnect

04 A split screen: a user dreaming of speaking confidently in a meeting, contrasted with a server rack happily registering a 3-second app login.
Notes
There was a massive gap between what the users wanted (learning a real-world skill for a job or travel) and what the company wanted (a quick daily login to boost metrics). Gamification distracted users from the fact that they weren't actually learning.

The AI Cost-Cutting Pivot

05 A robotic arm sweeping away human teachers and textbooks to replace them with a glowing AI server.
Notes
To scale content and cut costs, the CEO announced an 'AI-first' strategy. Human contractors were fired, and generative AI took over creating lessons. It mirrored how many Indian startups hastily replace human customer support with frustrating AI chatbots to save money.

The Quality Collapse

06 A smartphone showing a completely nonsensical Hindi translation, with a user doing a facepalm.
Notes
Without human oversight, the AI-generated lessons were full of grammatical errors and unnatural, robotic sentences. The platform started feeling like a cheap mobile game rather than a serious educational tool, and users quickly noticed the drop in quality.

The Public Backlash

07 A sweaty startup CEO at a press conference hastily erasing the words 'AI Only' from a whiteboard.
Notes
The 'AI-first' memo sparked outrage among users and investors, forcing the CEO into major damage control. He had to publicly backpedal and promise that humans were still valued, proving that replacing your core product with cheap AI is a dangerous PR game.

The Market Reality Check

08 A stock market chart plummeting downwards, piercing through a balloon labeled 'Vanity Metrics'.
Notes
Investors eventually realized the massive user growth was built on addictive streaks, not real educational outcomes. When the company admitted they needed to refocus on 'teaching better,' the stock crashed by 80%—a harsh reality check similar to the post-IPO struggles of overvalued Indian tech unicorns.

Value Over Vanity

09 A shiny gold trophy labeled 'Daily Engagement' cracking open to reveal it is completely hollow inside.
Notes
You can gamify an app to boost engagement, but if the core product doesn't deliver its promised value, the bubble will eventually burst. Long-term loyalty comes from solving a real problem, not just manipulating users into opening your app every day.