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Two college-search sites pulling 10-15 million visits a month, an AI chatbot doing the counselling, and private colleges on the other side of the transaction.
EBITDA positive in the January-March quarter, targeting 15-20% EBITDA next year on 100%+ growth · 80-100% year-on-year growth · over 70 lakh (7 million) students counselled and around 1,500 colleges · 10-15 million visits a month · $9M raised from Winter Capital on top of a $35M Series B
Ten to fifteen million visits a month across two college-search properties, which the CEO says gives them access to roughly 40% of all college-going students — at almost 80% gross margin.
Fewer bars = easier, cheaper, or faster for an AI-assisted solo builder. Editorial judgments based on the case details.
CollegeDekho started in 2015 and, by this February 2023 CNBC-TV18 interview, had counselled over 70 lakh — seven million — students and worked with around 1,500 colleges. The CEO and co-founder, Ruchir Arora, came on the show to talk about a fresh $9 million from Winter Capital, which had also led a $35 million Series B the year before alongside ETS Strategic Capital. The business is a search-and-matching layer over Indian higher education. It runs two college-search properties: CollegeDekho.com and GetMyUni, which it acquired the previous year. Between them they draw roughly 10 to 15 million visits a month, which Arora says amounts to access to about 40% of all college-going students in the country. Prospective students are channelled through that traffic to the right course and the right college, with proprietary technology and an AI-based chatbot doing the routing. The positioning is deliberately unglamorous. They are not chasing the top five percentile of school leavers heading to elite institutions; they work with the students below that line who are going to private colleges, which is where the volume and the marketing budgets both sit. The second act is selling to those students once they are enrolled: skilling courses and placement-guarantee courses delivered in partnership with the colleges, aimed at the employability gap that Indian graduates are constantly said to have. Arora describes a business at almost 80% gross margin, EBITDA positive in the January-March quarter, growing 80-100% year on year, that had gone from roughly 700 people to about 2,000 in twelve months and was hiring 500-600 more.
A two-sided education marketplace has to decide which side it pays for first, and for a college-search directory the answer is almost always the student side, because student traffic is what colleges are buying.
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“…uh we essentially clock almost uh uh you know 10 to 15 million uh sort of visits a month which is uh which gives us access to almost 40 percent of…”
12:18 · hear it in the videoData credibility: A CEO interview on a business news channel during an announced funding round, so every figure is founder-stated and unaudited. The auto-caption is materially garbled on the two revenue numbers — the anchor says "112" for FY2021-22 and the CEO says they are close to roughly double that this year, but the currency unit is dropped in both places, so we report no revenue figure rather than guess one. The funding numbers ($9 million from Winter Capital, a $35 million Series B led by the same investor with ETS Strategic Capital) are read out by the anchors from the company's own announcement. The traction figures — 70 lakh students counselled, ~1,500 colleges, 10-15 million monthly visits, about 40% of college-going students, almost 80% gross margin, EBITDA positive in the January-March quarter, 700 to 2,000 headcount — are the CEO's own claims with nothing shown on screen. The CEO's name is rendered "Richard Aurora" and "Richie" by the auto-caption; the company's public record gives Ruchir Arora. The monetisation model is never stated explicitly in the interview and is flagged as our inference where we discuss it.
In a college directory the first dollar is almost never a subscription.
Three loops are visible in this business and they reinforce each other.
A college directory has a brutal feedback cycle built into the calendar. Admissions happen in a season, so a decision made in September is not graded until the following June, and a year with the wrong content bet is a year with no correction available.
Two consumer-facing college-search properties plus a counselling layer. CollegeDekho.com is the original; GetMyUni was acquired the year before this interview and kept as a separate property. Together they take 10 to 15 million visits a month, which Arora frames as access to roughly 40% of all college-going students in India. On top of the search sits the matching, which is the part he calls proprietary technology plus an AI-based chatbot. A student arrives with a score, a budget and a rough sense of a field, and the platform steers them toward a specific course at a specific college. Over 70 lakh students had been counselled by the time of the interview. The newer product line moves downstream of the admission. Working with colleges, they deliver skilling courses and placement-guarantee courses to students who are already enrolled, aimed squarely at the employability complaint Arora raises himself — that graduates come out of private colleges without being employable enough. Our read: the chatbot is doing the work that a very large human counselling team would otherwise have to do at seven million students, and the fact that headcount still tripled to 2,000 in a year says the human layer has not gone anywhere. The genuinely defensible asset here is neither the AI nor the brand; it is the page inventory across 1,500 colleges and the enrolment data attached to it, which is what a new entrant cannot buy.
The interview never states the payer explicitly, and we are not going to pretend otherwise. What Arora describes is a business that counsels students, channels them to colleges, and works with colleges on enrolments and, more recently, on skilling and placement-guarantee courses sold to enrolled students. Our read: in Indian higher education this shape is a college-funded enrolment model. The student is counselled free, the private college pays for enquiries or admissions, and that is consistent with the almost 80% gross margin he cites — media and lead economics, not tuition economics. The skilling and placement-guarantee courses are the second line and the one that could change the mix, because a course sold to a student carries delivery cost and a guarantee carries liability, both of which pull that 80% down as the line grows. The financial discipline he describes is the interesting part for a directory operator. The company is on and off EBITDA positive by choice, having reinvested rather than banked the margin, turned EBITDA positive in the January-March quarter, and plans to hold 15-20% EBITDA next year while still growing more than 100%. Growth above 100% with a positive EBITDA target is a rare combination and the reason the round was raised on that framing rather than on a revenue multiple.
Arora names almost no technology beyond proprietary matching and an AI-based chatbot, so the interesting numbers are the organisational ones. Headcount went from roughly 700 to about 2,000 in a year, with 500-600 more planned inside three to four months, against an almost 80% gross margin and an EBITDA line that only just turned positive. That combination tells you where the money goes. Gross margin is high because the traffic is organic and the marginal cost of one more counselled student is near zero; operating cost is high because counselling, college sales and course delivery are all people. A directory with 80% gross margin and thin EBITDA is not a software business with a cost problem — it is a media asset attached to a sales organisation. Our read: the acquisition strategy is a cost decision as much as a growth one. Buying GetMyUni removed a bidder for the same keywords and the same colleges, which protects the organic margin that funds everything else; two acquisitions in twelve months and an explicit pause to consolidate says the integration cost is real. For anyone copying the model at small scale, the lesson is that the expensive part is never the website — it is the humans who answer the phone when a seventeen-year-old and their parents need to make a decision in a week.
The copyable pattern is a high-intent decision directory: pick a decision that is expensive, annual, confusing and made once, build the page inventory that captures it, and sell access to the institutions that need to be chosen. Colleges is one instance. Trade schools, nursing programmes, apprenticeship schemes, coding bootcamps, MBA programmes and international study destinations are all the same shape, and all have institutions with marketing budgets and no attribution. Copy the segment choice in particular. Ignoring the top five percentile and serving the students below it is the whole business — elite institutions do not need help filling seats, so there is no buyer on the other side of that traffic. Copy the consolidation instinct too. In directories, buying the competitor whose pages rank next to yours removes a bidder and adds inventory in one move. Our read: change the scale ambitions and the capital plan. This company raised $9 million on top of a $35 million Series B and runs 2,000 people, which is not a solo operator's path. The version that works for one person is a single vertical in a single region, monetised per enquiry from month one, with the counselling automated rather than staffed. And change the guarantee: placement-guarantee courses sound attractive and quietly convert a media business into one carrying delivery costs and liabilities.
Search dependence is the first risk and it is existential rather than cyclical. Ten to fifteen million monthly visits across two properties is an organic-traffic asset, and AI answer engines are steadily absorbing exactly the comparison queries that directories monetise. A student who asks a chatbot which private engineering college fits their rank never reaches a college listing page. Seasonality and concentration come next. Revenue clusters in the admissions season, so a single mistimed year is very hard to recover, and the payer is a set of private colleges whose own finances move with enrolment cycles and regulation. The headcount curve is its own hazard: tripling to 2,000 people in a year against an EBITDA line that only just turned positive leaves little room for a soft admissions season, and the interview was recorded in the middle of a broad Indian tech layoff wave that Arora says they were insulated from. Our read: the largest unknown is the one the transcript cannot answer. The auto-caption drops the unit on both revenue figures, so the only profitability evidence we have is the CEO's own framing — 80% gross margin, EBITDA positive in one quarter, a 15-20% EBITDA target next year. Those are claims made while raising money, on a news show, without a filing on screen, and the guarantee-based course line is precisely the kind of product that looks like revenue in year one and like a liability in year three.
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