Seed a two-sided marketplace by giving away the content that attracts both sides for free, but never fund growth with burn you cannot sustain when the market turns.
Unacademy
Unacademy is an Indian edtech company, incorporated in December 2015, that turned a YouTube channel into the country's largest online test-prep platform before the sector's funding winter forced a hard reckoning. Its arc runs through three moves: solving the marketplace chicken-and-egg problem with free educator-led content, then paying for hypergrowth with burn it could not sustain, and finally pivoting its business model twice as the market changed under it.
Cold Start: seeding a marketplace with free educator content
The problem. An educator marketplace faces a two-sided cold-start trap: learners will not show up without great teachers, and great teachers will not show up without an audience. In 2015 Unacademy was three founders (Gaurav Munjal, Roman Saini, and Hemesh Singh) with no paid product and no reason for either side to arrive first. Test prep in India was dominated by offline coaching institutes with entrenched star teachers.
The approach. Unacademy started not as a paid platform but as a free YouTube channel, and built an explicitly "educator-first" model: recruit and celebrate marquee teachers, give them broad reach and monetization, and let their content be free to any learner. Co-founder Roman Saini, who had cleared the UPSC civil services exam and resigned from the IAS, put out free lessons that went viral and gave the platform instant credibility with aspirants. The stated mission was to "empower great educators and make their content accessible to everyone."
How it solved it. Free content removed the friction that keeps a new marketplace empty: learners came for zero-cost lessons from credible teachers, and the resulting audience pulled more educators in. Unacademy then bought its way to density, acquiring WifiStudy in 2018 (reported around $10 million) to absorb a large YouTube subscriber base and reach in Tier 2 and Tier 3 towns. Only after the two sides were seeded did it layer on paid subscriptions with Unacademy Plus in 2019, which crossed roughly 100,000 paid subscribers by the end of that year.
Business Model: the bill for growth-at-all-costs
The problem. Once funding was abundant, Unacademy optimized for scale over unit economics: heavy marketing, roughly a dozen acquisitions between 2018 and 2021, and rapid headcount growth. The result was a business burning cash far faster than it earned. In FY22 operating revenue rose 80.7% to about Rs 719 crore, but losses jumped over 85% to roughly Rs 2,848 crore, and monthly cash burn hit about $20 million even as the company had reached a peak valuation of $3.44 billion (India's second-most-valued edtech after Byju's).
The approach. When the funding winter arrived, Munjal reversed the growth mandate in a blunt internal email: "We must focus on profitability at all costs. We must survive the winter." Unacademy cut about 600 employees (roughly 10% of staff) in April 2022 and another 350 in November 2022, with cuts totaling around 2,000 people through the year, and slashed marketing spend by about 70%.
How it solved it. The retrenchment worked on the numbers it targeted: monthly burn fell from about $20 million to roughly $7 million, and annual cash burn later dropped from around Rs 1,000 crore to under Rs 200 crore. In FY24 net losses narrowed 62.4% to about Rs 631 crore. The cost, though, was steep: the valuation that growth had bought collapsed to under $500 million by late 2025, a 90%-plus correction that stands as the price of having chased scale ahead of a sustainable model.
Pivots: online-first, into offline, and back out via franchise
The problem. Purely online test prep had a ceiling: serious NEET and IIT-JEE aspirants, especially in hubs like Kota, still wanted classroom instruction, and offline coaching captured revenue Unacademy could not touch. But the alternative, building and running physical centres itself, is capital-intensive, the opposite of the asset-light model that had made the company scalable in the first place.
The approach. In May 2022 Unacademy pivoted into hybrid, opening company-operated Unacademy Centres starting in Kota and expanding to Jaipur, Bangalore, Chandigarh, Ahmedabad, Patna, Pune, and Delhi. When that proved too capital-heavy for a company now chasing profitability, it pivoted again: converting company-operated centres into franchise partnerships, with Unacademy retaining academics, curriculum, technology, and brand while local partners run day-to-day operations.
How it solved it. The first pivot captured real offline demand; by 2024 offline centres contributed roughly 40% of total revenue, proving the classroom market was too big to ignore. The second pivot solved the cost problem the first one created: moving to a franchise model shed the fixed costs of brick-and-mortar while keeping the brand's reach, an asset-light compromise consistent with the broader profitability push and a leadership reshuffle that installed Graphy's Sumit Jain as CEO of the Test Prep business.