Unacademy's Live Classes and Educator-Led Model

Industry & Competitive Context

India's competitive examination ecosystem is structurally unlike any other in the world. With an annual pool of more than ten million aspirants competing for seats across the Joint Entrance Examination (JEE), the National Eligibility cum Entrance Test (NEET), and the Union Public Service Commission (UPSC) civil services examination, demand for high-quality coaching is both enormous and deeply price-sensitive. Historically, this demand was served by a network of offline coaching institutes concentrated in geographies such as Kota in Rajasthan — a city synonymous with engineering and medical entrance preparation — and by urban centres in Delhi and Hyderabad. These institutes commanded premium fees and competed primarily through educator reputation, with star teachers functioning as the core product. The Indian edtech market was valued at approximately $2.8 billion in 2020, with the K-12 segment alone estimated at $1.16 billion, according to figures cited in publicly available investor and industry analyses. Projections at the time anticipated growth to $10.4 billion by 2025, driven by increasing smartphone penetration and the rapid expansion of affordable mobile internet following the 2016 launch of Reliance Jio. Sequoia Capital India's managing director G.V. Ravishankar, in publicly attributed comments, noted that "immersive technology can today deliver high quality education for millions of students and professionals, in a manner that is scalable and affordable." These structural conditions created the foundational thesis that attracted significant venture capital. Unacademy's primary competitors in the organised edtech space included BYJU'S, which achieved unicorn status earlier and acquired offline coaching giant Aakash Institute, and Vedantu, which also pursued a live-class model. In the offline segment, Allen Career Institute, FIITJEE, and Resonance remained dominant brands with established trust equity. A later entrant, PhysicsWallah — which emerged from a YouTube-first, low-cost positioning — would prove to be among the most consequential competitive threats Unacademy faced, eventually turning profitable and listing publicly while Unacademy contracted. The broader funding environment that shaped this competitive landscape was marked by extreme cyclicality. Indian edtech attracted approximately $3.8 billion in venture funding in FY2021 alone, compared to under $1 billion in 2019. By 2024, edtech investment had fallen to $249 million — a figure described by analysts as an eight-year low, and a stark reversal from the pandemic-era flood of capital.

Brand Situation Prior to Strategic Pivot

Unacademy was formally incorporated in Bengaluru in 2015 under Sorting Hat Technologies Private Limited, though the brand traces its public origin to a YouTube channel created by Gaurav Munjal in 2010 while he was an engineering student in Mumbai. The channel offered free video lessons on topics ranging from computer science fundamentals to civil services examination preparation. When Roman Saini — a trained physician from AIIMS who had cleared the IAS examination in 2013 — joined as co-founder alongside Hemesh Singh as Chief Technology Officer, the platform acquired immediate credibility in the high-stakes UPSC segment. The early platform operated on a free-content model, with an experimental donation mechanism that allowed students to pay educators voluntarily. The platform took a commission on these donations. However, this model contained a structural flaw that threatened the company's growth: offline coaching institutes regularly poached talented educators by offering guaranteed, competitive salaries that an ad-revenue or donation-split model could not match. Losing a top educator in the Indian test-prep market is not merely a talent issue — it is an existential product risk, because learners follow specific teachers, not platforms. By the time Unacademy raised its $21 million Series C round in July 2018 — led by Nexus Venture Partners — the company had approximately 3 million learners and around 3,000 active educators. Its YouTube channels had grown into one of the top five education channels in the country by subscriber volume. The brand was recognised but had not yet transitioned from a free content utility into a scalable subscription business. That transition would be the defining strategic act of the next phase.

Strategic Objective

Unacademy's central strategic challenge entering 2018 was threefold: how to monetise a large but largely free user base; how to retain and attract high-quality educators in the face of well-capitalised offline competition; and how to justify to investors a path to profitability that could sustain the platform's growth ambitions. The company's response to all three challenges was a single product decision — the launch of Unacademy Plus — which restructured the business around live, interactive classes delivered by named educators under a subscription model. The strategic objective was explicit: to position live educator-led classes as a superior, more accessible, and more affordable alternative to the offline coaching industry. By removing geographic barriers, the model theoretically allowed a student in a Tier 2 or Tier 3 city to access the same star educator who taught at a premium Delhi or Kota institute, at a fraction of the price. This democratisation narrative served both the company's marketing positioning and its investor pitch — it framed scale not merely as growth but as social impact. A secondary objective, critical to the model's economics, was the exploitation of near-zero marginal cost in live digital delivery. Unlike a physical classroom, a live stream could accommodate an unlimited number of additional students at no incremental cost to the platform. This meant that as educator-led sessions gained popular educators, gross margins could theoretically expand without proportional increases in variable cost — a compelling unit economic argument for investors at the time.

Campaign Architecture & Execution

Unacademy Plus was introduced in early 2018 as the platform's first monetised product layer. Under the model, educators could offer live classes — with the platform taking approximately 60% of the fee generated and guaranteeing student volume through its sales infrastructure. Critically, there was no cap on class size, enabling popular educators to teach thousands of simultaneous learners in a single session. Within its first months, Unacademy Plus attracted approximately 50,000 subscribers. By the time of the $50 million Series D round in 2019, more than 600 live classes were being conducted on the platform every day, with the educator count having grown from 3,000 to over 10,000 in the preceding twelve months — a 233% increase. Learner count correspondingly grew from 3 million to 13 million, a 333% increase, over the same period. The educator acquisition strategy was as important as the product itself. Unacademy actively recruited well-known educators from offline coaching institutes, competing on income potential and audience reach rather than on base salary alone. CEO Gaurav Munjal publicly stated that "some of our educators at Unacademy earn more than some top Bollywood actors/actresses," signalling the brand's intent to reframe teaching as a high-status, high-income profession on its platform. This positioning was designed to attract aspirational talent and, simultaneously, to communicate quality to prospective learners. The platform's instructional architecture supported engagement through structured syllabi, daily live sessions, dedicated doubt-clearing classes — with every fourth class reserved for student queries — and weekend mock tests. Learners could interact with educators during live sessions via virtual hand-raises and polls, and access supplementary PDFs, lecture notes, and practice tests. A Parent App was also offered to allow guardians to monitor student progress, reflecting an understanding that in the Indian education market, purchase decisions frequently involve family units rather than individual students. The 2020 launch of "Legends on Unacademy" extended the live-class model beyond test preparation, featuring prominent public figures delivering live lectures. Participants in this initiative included Virat Kohli, Sourav Ganguly, Abhijit Banerjee, Shashi Tharoor, Mary Kom, and Wikipedia co-founder Jimmy Wales, among others. This initiative served both a brand purpose — associating Unacademy with aspiration and achievement — and a product diversification purpose, attempting to broaden the platform's appeal beyond the core test-prep audience. Also in 2020, in response to COVID-19 school and college closures, Unacademy opened its platform to schools and colleges for free live classes and announced 20,000 free live sessions across categories including UPSC, Bank Exams, and Railway Exams — a move that simultaneously served as a brand-building exercise during a period of heightened public attention to online education. Unacademy's acquisition strategy was deployed in parallel with its organic product build. Between 2018 and 2021, the company acquired approximately twelve organisations, including WifiStudy (2018, reported at $10 million), which added a significant YouTube subscriber base and strong reach in Tier 2 and Tier 3 geographies; Kreatryx (2020), focused on GATE examination preparation; PrepLadder (2020), serving postgraduate medical entrance candidates; CodeChef, a competitive programming platform; and NeoStencil, Coursavy, Handa Ka Funda, and Swiflearn, among others. The acquisition of TapChief and Rheo TV in 2021 signalled ambitions beyond test preparation. These acquisitions collectively expanded both the exam category coverage and the addressable subscriber base, though they also significantly increased operational complexity and cost. In May 2022, Unacademy announced "Unacademy Centres" — physical offline locations for live classes and doubt resolution — with initial operations planned in coaching hubs such as Kota, and subsequent plans for fifteen centres across nine cities including Delhi and Bengaluru. This offline expansion represented a significant strategic departure from the platform's digital-first origins, and was framed as a response to learner demand for hybrid models. However, as discussed in the outcomes section, this pivot would prove financially unsustainable.

Positioning & Consumer Insight

Unacademy's core consumer insight was rooted in a structural inequity: access to India's best educators was, historically, a function of geography and family income. A student from Patna or Nagpur had materially fewer options than a peer in Delhi or Kota, not because they lacked ability or ambition, but because the best teachers were physically concentrated in certain locations. The platform's fundamental value proposition — "learn from the best, wherever you are" — was not merely a marketing slogan; it was a genuine technological response to this market gap. The educator-as-celebrity positioning was a deliberate strategic choice to build learner trust through personal brand rather than institutional brand. In the offline coaching market, students routinely followed specific teachers across institutes; loyalty was to the individual, not the organisation. By replicating this dynamic on a digital platform — and amplifying it through social media, YouTube audiences, and eventually television advertising — Unacademy sought to create a network of educator brands that would collectively constitute a moat. An educator with hundreds of thousands of followers on the Unacademy platform is, in effect, a retention mechanism: if learners associate their success with a specific teacher, they are less likely to migrate to a competing platform. The freemium architecture served a dual purpose in this positioning. Free content on YouTube and the platform's open channels maintained Unacademy's visibility and brand-building function, while Unacademy Plus served as the paid conversion layer. This structure allowed the company to leverage organic reach — its YouTube channels collectively generated over 315 million total views by late 2021 — as a form of low-cost marketing. The challenge, as will be discussed below, was that the freemium model also created a significant base of non-converting users, and converting free learners into paid subscribers at scale required substantial marketing investment.

Media & Channel Strategy

Unacademy's marketing evolution followed a clear arc from near-zero spend to aggressive brand investment and then to enforced austerity. In its first year of formal operations, the company spent approximately ₹6.97 lakh on marketing and promotional activities, as reported in financial statements filed with India's Ministry of Corporate Affairs. By FY2021, the marketing expenditure had grown to ₹411.29 crore — a trajectory that reflected the pandemic-era arms race among edtech platforms for learner acquisition at scale.

The company's first above-the-line (ATL) campaign — "Let's Crack It" — launched in November 2019, marking a transition from digital-only, below-the-line marketing to mass-media advertising. The most significant media commitment was Unacademy's IPL partnership: the company became an official partner of the Indian Premier League cricket tournament in 2020, signing a three-year contract ending in 2022 with the Board of Control for Cricket in India (BCCI). According to published reports, the company reportedly spent upwards of ₹120 crore over the three-year IPL association, with an additional ₹30–35 crore on brand activation in 2020 alone. IPL-themed campaigns included "Cracking the Game," "Mauke pe Chauka," "Kya Hum Live Hai," "Mistakes – The Greatest Teacher" (2021), and a 2022 campaign featuring MS Dhoni with the tagline connecting cricket lessons to academic discipline. The platform also signed major celebrity brand ambassadors. A campaign featuring Sachin Tendulkar — built around his personal narrative of failure and eventual success — was released in March 2021. A second brand film featuring MS Dhoni was released in August 2021. In 2023, Unacademy partnered with The Viral Fever (TVF), one of India's best-known digital content producers, for the web series "Sandeep Bhaiya," which dramatised the life of a coaching institute teacher and effectively functioned as branded content aligned with Unacademy's educator-first identity. However, faced with mounting losses and investor pressure ahead of a planned IPO, Unacademy chose not to renew its IPL sponsorship after the 2022 season ended — a decision that coincided with a broader cost-reduction exercise that included large-scale layoffs. The disassociation from IPL was emblematic of the company's pivot away from aggressive brand spend toward financial discipline. By FY2021, Unacademy's total losses had reached ₹1,537 crore, up 494% from ₹258 crore in FY2020, with employee benefit expenses — driven largely by educator salaries and the cost of scaling live-class operations — constituting the largest single expense line at ₹541 crore.

Business & Brand Outcomes

Growth Phase (2018–2021): The Unacademy Plus launch generated verifiable markers of early traction. By the early months of the product, 50,000 learners had subscribed. By the time of the Series H fundraising round in August 2021 — in which Temasek led a $440 million investment that valued the company at $3.44 billion, with participation from SoftBank Vision Fund 2, Tiger Global, and other existing investors — the platform reported over 6 million monthly active users and 600,000 paid subscribers. The platform hosted more than 50,000 registered educators across 60+ exam categories, with total YouTube views across its channels exceeding 315 million. Unacademy joined the unicorn club in September 2020 following a $150 million Series F round led by SoftBank, crossing a $2 billion valuation mark — making it the second edtech unicorn in India at the time.

Financial Deterioration (2022–2025): The post-pandemic period exposed the structural tensions in Unacademy's model. Losses peaked at approximately $365 million in FY2022, reflecting the cost of simultaneous investment in educator salaries, technology infrastructure, and marketing. As physical schools and coaching centres reopened, online-only demand contracted sharply. Between 2022 and 2025, Unacademy conducted multiple rounds of layoffs affecting approximately 2,000 employees in total, according to publicly reported figures. In July 2022, the company also suspended contracts of educators in the NEET and JEE doubt-solving segment. The reported net loss in FY2023 stood at ₹1,678 crore. Cost-cutting measures produced measurable improvement, albeit at the cost of growth. By FY2024, the company's revenue stood at ₹988.4 crore, which declined further by 16% to ₹826.3 crore in FY2025. However, EBITDA losses narrowed by 38% to ₹305 crore, and the net loss contracted by 31% to ₹436 crore in FY2025. The company reported retaining cash reserves of over $100 million as of early 2026.

Competitive Outcome: The competitive landscape shifted materially against Unacademy during this period. Physics Wallah, which had pursued a low-cost, high-volume, YouTube-native strategy, turned profitable and conducted a successful public listing. BYJU'S, which had pursued an even more aggressive acquisition and spending strategy, entered insolvency proceedings in September 2024. The Indian edtech funding environment hit its nadir in 2024 at $249 million — down from $4.1 billion in 2021. Within this context, Unacademy's trajectory — significant value destruction despite genuine product innovation and market pioneering — reflects sector-wide structural issues as much as company-specific strategic failures.

Strategic Implications

The Educator-Dependency Problem: Unacademy's educator-led model created a genuine competitive advantage in learner acquisition but embedded a significant structural risk: the platform's value was, in part, a function of individual educators who could, in principle, migrate to competitors or establish independent channels. The same dynamic that made online coaching scalable — the educator's personal brand reaching hundreds of thousands of learners — also meant that the platform's moat was partially human and therefore portable. Unacademy's response, offering high compensation and guaranteed student volumes, was rational but expensive. When funding contracted and the company was forced to cut educator payments and suspend contracts, the resulting learner disruption — students left with incomplete syllabi midway through courses — directly damaged brand trust and was widely reported in the media.

The Freemium Conversion Trap: The freemium architecture served Unacademy well as a brand-building tool but created a conversion challenge that required ever-increasing marketing investment to overcome. As the free content base grew, the marginal cost of converting a free learner to a paid subscriber did not necessarily decline. The company's marketing expenditure grew from ₹6.97 lakh in its first year to ₹411.29 crore by FY2021 — a trajectory that was sustainable only in a capital-abundant environment. When that environment ended, the marketing-driven acquisition model became untenable without the free cash flow from a sufficiently large paid subscriber base to sustain it independently.

The Offline Expansion Miscalculation: The 2022 decision to expand into physical "Unacademy Centres" represented a strategic inversion: an online-first platform attempting to compete in the offline market at a moment when its capital position was already deteriorating and when established offline players like Allen and Resonance still commanded deep trust in coaching markets like Kota. Offline education carries structurally higher fixed costs — real estate, local staffing, and localised marketing — than the digital model Unacademy had been built to exploit. CEO Gaurav Munjal's January 2026 announcement exiting company-operated centres in favour of a franchise model confirms that this expansion failed to achieve its intended economics.

The Valuation Overhang: Unacademy's experience illustrates the compounding danger of raising capital at peak-cycle valuations in a sector with unproven unit economics. The company raised $440 million at a $3.44 billion valuation in August 2021 — a moment that, with hindsight, represented the top of the edtech funding cycle. By early 2026, Munjal publicly acknowledged that the company's value had fallen below $500 million, representing an approximately 85% decline. The difficulty of finding an acquirer willing to meet even this significantly marked-down valuation — with initial up Grad talks collapsing in January 2026 before eventually closing in March 2026 through a share-swap structure — demonstrates how deeply the capital cycle reversal constrained strategic options.

The Platform vs. Product Tension: The up Grad acquisition was framed, publicly, as a renewal: the combined entity would use AI to build the next generation of online education products. Munjal's March 2026 statement on X acknowledged that "the sector itself has not seen enough real product innovation in recent years" — a candid admission that Unacademy's competitive advantage had been built primarily on distribution, marketing, and educator recruitment rather than on differentiated technology. As AI-enabled personalisation, adaptive assessment, and automated content generation begin to reshape the edtech value chain, the strategic imperative shifts from educator recruitment to product differentiation — a transition Unacademy will now undertake as part of a larger consolidated entity rather than independently.

Discussion Questions

1. Unacademy's educator-led model created a strategic dependency on individual teachers whose personal brands could migrate to competitors or independent platforms. How should a marketplace platform balance investing in talent — whether educators, drivers, or content creators — against the risk of that talent becoming independently viable? What structural mechanisms, if any, can reduce this portability risk without exploiting the talent?

   
   

2. Unacademy raised $440 million at a $3.44 billion valuation in August 2021 before its revenue model had demonstrated sustainable unit economics. To what extent does raising capital at peak-cycle valuations constrain strategic flexibility during downturns? Evaluate the trade-off between maximising fundraise size during favourable windows and maintaining a valuation that allows future deal-making and talent retention through realistic equity upside.

   
   

3. In 2022, Unacademy launched physical "Unacademy Centres" in coaching hubs like Kota, representing an apparent reversal of its online-first positioning. Using the concept of core competence and competitive positioning, evaluate the strategic logic — and ultimate failure — of this offline expansion. Under what conditions, if any, would an omnichannel move have been more defensible?

   
   

4. Physics Wallah pursued a low-cost, YouTube-native, founder-led content strategy and achieved profitability while Unacademy — which had greater funding, more educators, and higher brand salience — contracted. Applying frameworks of disruptive innovation and cost-based competitive strategy, explain why Physics Wallah's approach proved more durable in the post-pandemic environment. What does this imply for edtech ventures targeting price-sensitive, Tier 2 and Tier 3 geographies?

   
   

5. The up Grad acquisition of Unacademy was structured as a 100% all-stock, share-swap transaction with no cash component and an agreed break fee — a structure that financial commentators noted often reflects uncertainty about underlying value. Analyse the strategic motivations of both parties in accepting this deal structure. What does the outcome — an ~85% valuation decline from peak — imply about the metrics and narratives used to justify edtech valuations during 2020–2022, and how should MBA-educated managers evaluate "growth at all costs" investment theses in technology-enabled education businesses?