Sunday 11 September 2016

Startup Mania Part 2: Snapdeal Valuation

One of the early stars of the Indian E-tail story, I have decided to value Snapdeal next. With online retail being touted as the next big thing, It will be interesting to see if the narrative and numbers hold up together or there is a significant disconnect between my Intrinsic value for Snapdeal and VC value. I will be donning the hat of a prospective VC investor for my analysis.

Size of the Market
I again rely on eMarketer's estimates to gauge the size of the E-tail market in India. A good thing about their data is they have segregated the estimates of the online retail market from the total E-Commerce market. This is pretty useful as more than 70% of the E-Commerce market in India consists of travel sales.
                                                                                           


As shown by the above data which is based Gross Merchandise Value numbers, online retail market is 1.6% of the total retail market i.e. $13.31 Billion (Rs. 853.7 Billion). Over the 5 year period from 2015-2020, the market is expected to grow at an annualized growth rate of 42.94%. Moreover, Mobile E-Commerce is expected to be the strong driver of growth:



Key observations regarding Industry and Company

1.The "GMV" Illusion: The number being thrown around all the time in E-Commerce and online retail specifically: Gross Merchandise Value. This is essentially the value of goods and services sold over a period of time (Not the price at which you sell them i.e. sales figure). For a pure marketplace model like Snapdeal, Revenues will be a percentage of GMV as a result of commission charged from sellers. Therefore, Value enhancement will only transpire if GMV translates into higher revenues which further lead to higher margins. Companies will surely be priced as a multiple of GMV in the market but I will try not to be distracted by it and keep my focus on revenues and margins.

2.Deep Discounting: The Marijuana Effect: The deep discounting phenomenon has become a part of the industry structure but comes with its own perils. I believe discounting rather than convenience of shopping online has been the primary reason for skyrocketing growth in the online retail industry. This has lured in shoppers in huge numbers at the expense of offline retail. However, this comes at a steep cost of diminished pricing power. In an industry with no significant barriers to entry, cutthroat competition and lot of substitutes, positive margins will be hard to come by as customers chase discounts and when the folk next to you is ready to lose money, only bad things happen (Flipkart example). Discounts are like Marijuana: Once your customers get addicted, it's very hard to get them off it.

3.The wars to come: The 3 big players i.e. Flipkart, Snapdeal and Amazon all are in a growth frenzy, have access to ton of capital and are willing to lose money in order to outdo the other. After a flop show in China, Amazon has come out all guns blazing to capture the gigantic Indian market although it is late to the party (This Fortune article brilliantly summarizes the Amazon Invasion). Moreover, with offline retailers planning to set up their own online portals to get a piece of the pie, it is time to dig deep trenches with capital cushions and weather the inevitable storm.

4.The "Other Expense" Disguise: What particularly stands out on Snapdeal's income statement is the mind boggling other expenses of Rs.1.8 Billion. Luckily for me, they do break out the components of other expenses in their report and lo and behold, advertising promotional expenses comprise the majority chunk i.e. Rs 1.05 Billion (almost a 10 fold increase from last year). This figure would include the discounts bundled to the sellers as well as heavy print, TV and digital advertising by the company.

I also had a look at the current market share of the largest players in the market:



Since revenue numbers are not available on an industry level, I had to work with GMV numbers. As per latest numbers, Flipkart is the market share  with a 30% market share. Snapdeal has already lost its number 2 position to Amazon and even Paytm has overtaken it. I also computed Revenues as a percentage of GMV number to get a sense of the conversion rate. All these numbers above are rough estimates which I got my hands on through various news stories and google search.

Considering the not so insightful observations above, my narrative for Snapdeal is as follows:

Snapdeal is an online marketplace operating in an industry with high competition. Low pricing power and low barriers to entry will only enable Snapdeal to maintain it's current market share as the market size expands.

The Number Crunching

1. Revenues
I have assumed revenues of Rs 359.50 Billion for Snapdeal in Year 10. The way I come up with that number is listed below:

1. I have assumed a 5 year high growth phase for the industry. As discounts start to wither out, the growth rate in GMV will decline. The growth rate for the industry in the future will be a function of internet penetration (huge infrastructure investments), Banking penetration(as Cash on Delivery is eventually phased out) and higher disposable income among consumers. While these all can probably happen, I believe there are a lot of combination of factors here at play along with roadblocks in terms of quality of internet access (speed and continuous access). Therefore, drawing on eMarketer's estimates till year 5 and reducing the growth rate to economy growth rate from Year 6 to Year 10, I get a market size of $136.89 Billion (Rs 8,780 Billion).

2. With Snapdeal, I assume the same growth pattern as for the industry: 5 years high growth phase followed by a linear decline to economy growth in perpetuity. With Snapdeal losing market share to Amazon and Paytm, The best case for the company will be to consolidate it's market share as focus shifts from GMV to margins. I have assumed the current GMV market share for the company in Year 5 i.e. 10%. Thus, My Year 5 GMV market share for Snapdeal is $7.94 Billion. Building on this, I give them a conversion rate of 20% in Year 5. I am implicitly assuming that they will translate more of GMV into revenues sooner than later. Hence, I am assuming a Revenue CAGR of 67.79% from Year 1 to Year 5 and then linearly decline the growth rate to economy growth rate of 4.69%. I finally end up with a revenue figure of Rs 359.54 Billion in Year 10.

How comfortable am I with these numbers? Assuming a modest revenue conversion rate of 30% in Year 10, The total market size by revenue will be Rs 2400 Billion. This gives me a market share of 15% by revenue in Year 10 for Snapdeal and I can live with that number. Can I be wrong? Of course! Will I be wrong? Most probably. But I take solace in the fact that bankers and consultancy firms are also pretty unsure about the size of the market which is a key driver. (Check this out)

2. Margins
I ran into a bottleneck while coming up with an estimate for operating margin in Year 10: Which classification is more suitable for the company: Online Retail or Internet Software? I made a judgement call and have considered it as an internet software company. Operating as a pure online marketplace, the company has more in common with a company such as Ebay rather than a retail company. I give them an operating margin of 20.68% in Year 10 i.e. the average operating margin of internet software firms globally.

3. Reinvestment
To come up with reinvestment number, I have assumed a sales to capital ratio of 1.50 for Snapdeal. This number is higher than the global industry average of 0.78 and emerging markets industry average of 1.06. I am implicitly assuming that the company will become increasingly efficient in generating revenue for every Rupee in invested capital (Although this is more of leap of faith than anything else).

Cost of Capital




Stable Growth Assumptions

1. Growth Rate- The growth rate in perpetuity has been set equal to the risk free rate i.e. 4.69%.

2. Cost of Capital- I assume that debt and equity weights will converge to industry average weights of 4.43% and 95.57% respectively. I also assume that Snapdeal will have more borrowing capacity as it starts to make money and hence decline the company default spread to 2.44% (the default spread for Baa3 rating i.e. the current sovereign rating for India).  This leads to a decline in the cost of capital from 17.92% to a cost of capital of 14.19% in perpetuity.(linear decline from Year 5 to Year 10).

Value of Firm and Equity
Discounting the Free cash flows at the cost of capital gives a value of operating assets of Rs 26.16 Billion. This is the value of Snapdeal based on standalone numbers. As per financial statements, they have 6 subsidiaries and 1 Joint Venture. I convert the book value of these subsidiaries into market values using the average Price to Book ratio for the sectors in which they operate. This process yields a value of Rs 2.2 Billion for the subsidiaries. Subtracting the market value of debt and adding the value of subsidiaries to the value of operating assets along with cash and liquid investments worth Rs 32.8 Billion gives a value of equity of Rs 60.96 Billion. In dollar terms, The Value of equity is $950 Million.

Factoring in the Uncertainty

1.Implied Variables
As per news reports, Snapdeal is being currently valued at $6.5 Billion (Rs 416 Billion). To come up with this value, I backed out the operating margins and Revenues in Year 10 that were being implicitly assumed using goal seek. The implied revenue figure comes out to be Rs 3,687 Billion and implied operating margin is 71.87%. Given my narrative and estimates of market size, Revenues of $57 Billion and such a high operating margin are highly unlikely given the high competition and low barriers to entry.

2. Data Table
I used revenues and operating margins as my two variables in the data table:



Even with a highly optimistic scenario, Snapdeal's value will be Rs 156.34 Billion or $2.43 Billion. This falls way short of the current $6.5 Billion valuation being attached. I believe the size of the market will play a crucial role in determining revenues and value for Snapdeal. I am comfortable with my margin assumption of 20.68%, which to be honest is still a bit optimistic.

3. Monte Carlo Simulation
To capture variations in my assumptions, I did a Monte Carlo Simulation wherein I gave a Triangular Distribution to both Year 5 Market Size (This is the number everyone is uncertain about) and Operating Margins in Year 10. Because I gave a distribution to market size in Year 5, this implicitly checks for changes in my revenue numbers as well. After 1,000,000 simulations, I get a average value of Rs 56.92 Billion  and there is a 80% certainty that the value will lie between Rs 36.16 Billion and Rs 79.36 Billion.


Final Thoughts
As per my narrative and numbers, Another startup fails the Unicorn test although not by much. I believe these are testing times for the company as well as the industry as everyone is hell bent on "Winner takes all" approach. I do not think the industry as a whole will not disappear, they do have changed the way we purchase products. However,  How quickly will the players be able to shift focus from lack of sustainable competitive advantages like discounting to actual competitive advantages like convenience and quick delivery will be the key for future growth.  I will be looking forward to get my hands on any updated numbers for the company or any narrative changes which might force me to revisit my valuation again.

Link to Valuation Model

Note: Please do not consider any content on this blog as an investment recommendation or advice. At the time of posting of this article, I do not have any financial interest in the company being analyzed. The views reflected in this blog are my personal views and have been arrived at using public information sources.








Sunday 31 July 2016

Startup Mania Part 1: Valuing Zomato

With E-Commerce firms reaching stratospheric valuations and the day of reckoning arriving sooner than they estimated, I decided to take the plunge and value startups in this 3 part valuation series. Going against the conventional wisdom of "Don't go out looking for trouble, let trouble find you", I will be venturing into the dark space of complexity and uncertainty in the hope of being slightly more right than the next person valuing these companies.

Defining the Industry
Zomato is broadly classified in the food ordering business or essentially a food tech startup. While that is true, it is essentially operating in the online advertising space as 99% of Zomato's revenues come from paid advertising by restaurants. To get a sense of online advertising market in India, I did a google search and got my hands on eMarketer's estimates:





As of 2016, The size of Indian online advertising market was $933 Million (Rs. 59.86 Billion or 12.6% of total media ad spending). Zomato's revenues for FY 2015 are Rs. 788.35 Million which gives it a market share of just 1.32% (bearing in mind that the market is total online advertising market and not specifically restaurant advertising).

I have summarized my key observations regarding the company and the industry below:

1. High Competition, No Barriers to Entry: Although competitors like FoodPanda, Swiggy are present in the market, they are primarily competing in food ordering and delivering space with Zomato. The bad thing is that nothing stops another firm (Yelp is a strong contender) from entering into the Indian market and competing with the company in the advertising space. Other competitors include online search engines like Google as well social media companies like Facebook and Twitter who derive a substantial portion of revenues from online advertising.

2. Employee Benefit Expenses are a problem: Employee expenses constitute a major portion of expenses which is attributable to what I like to call the "Ivy League Curse" i.e. the curse of hiring only from Top Tier institutions. The problem further aggravates because it brings a Catch 22 for the company: fire employees and get negative publicity and employee morale goes for a toss or capping or reducing existing salaries which reduces employee motivation as well. Either way, economic sense has to prevail over the long term.



3. Low Conversion Rate: 70000 restaurants are listed on Zomato. However, the paid listings are just 6% i.e. only 4200 restaurants actually pay Zomato for listing space. This shows a vast untapped potential but also raises questions about the restaurant owners being motivated enough to actually go for paid listings. Speaking of E-Commerce industry as a whole, it is not easy to raise prices when the next folk doing the same business is ready to lose money (as Flipkart found out ).

4. Acquisition Spree: To break into new markets, The company has acquired 8 companies since 2014 with the most notable of them being the acquisition of Urbanspoon for $55 Million.

5. Market Share is a Zero Sum Game: Inspite of the VC bandwagon, the industry narrative is not going to be "and they all lived happily ever after". Most of the startups never make it and it will be a carnage with only few winners standing tall at the end.

Considering the industry life cycle and company specific factors, My narrative for Zomato is as follows:

Zomato is an online advertising company working in an industry with high competition and low barriers to entry.


Putting down the Numbers
The company isn't making any money, it doesn't plan to make money atleast in the near future. Therefore, I had to use the information that I have and make a crucial judgement call: what will Zomato be like 10 years down the line?

To get some perspective of competition, I looked at the market share of largest players by revenue:


Clearly, Google accounts for more than two-thirds of the online advertising market in India followed by Justdial. Facebook and Twitter alongwith Zomato have less than 5% of the current market. With online advertising being Google's strong suite, I don't see it losing market share to the smaller players. I believe the rest of the positions in the Top 5 will be up for grabs.

1. Revenues:
I assume that total Indian advertising market to be worth $17.37 Billion in 10 years from now. Furthermore, Drawing on insights from developed markets like the US, I assume that the digital advertising spending to grow as a proportion of total advertising spending and will be 30% in 10 years i.e. Rs 334 Billion.

To come up with Zomato's revenues, I set them a target revenue of Rs 33.4 Billion in year 10, which means I am assuming a 10% market share for the company in Year 10. I am implicitly assuming that Zomato will be able to carve out a niche in the online advertising market i.e. restaurant advertising.

2. Margins:
The company currently has an operating margin of -78.88% (adjusted for operating leases). If the company has to survive, it has to start making money atleast sometime in the future. I have assumed a pre-tax margin of 12.04% in Year 10, which is the average operating margin for advertising firms globally. With Venture Capitalist's patience running thin, Zomato will have to focus on margins sooner than later.

3.Reinvestment:
I have assumed a sales to capital ratio of 3.28 to come up with my reinvestment numbers i.e. the average sales to capital ratio for advertising firms globally. Given my reinvestment assumption, the implied ROIC for the company in year 10 is 17.62%.

4. Cost of Capital

Cost of Debt
 Risk free rate+Company default spread+Country default spread
                    = 5.22%+ 12.00%+ 2.44% = 19.66%
 After Tax Cost of Debt = 19.66%*(1-33.99%) = 12.98%

Cost of Equity

 Risk free rate+ beta* ( Equity risk premium ) 
 ERP = implied mature market premium + country risk premium
                      = 5.44%+0.95* ( 6.48%+ 3.40% ) = 14.63%


Given the above inputs along with debt and equity weights of 1.30% and 98.70%, I arrive at a cost of capital of 14.61% for the company.


Stable Growth Assumptions

1. Growth Rate: I have assumed a growth rate in perpetuity equal to the risk free rate i.e. 5.22%

2. Cost of Capital: As Zomato transitions to a stable growth phase, the debt and equity weights will converge to industry average weights of 22.51% and 77.49%. Therefore, the cost of capital will decline from 14.61% to 13.16% in perpetuity. I am also implicitly assuming that the synthetic rating for the company will transition from D to Baa3 in perpetuity (which is the current sovereign rating) as the company starts making money.


Value of Firm and Equity
Discounting the future cash flows at the cost of capital gives a firm value of Rs 499.76 Million (Value of operating assets). Subtracting out the debt of Rs 67 Million, I arrive at a value of equity of Rs 432.6 Million. This is the value of Zomato's India Operations as I have used standalone numbers all along.

To come up with valuation for the whole company, I looked at the list of subsidiaries for the company. As per regulatory filings, Zomato has 28 subsidiaries with 100% ownership and 49% in a Joint Venture (Zomato Media WLL). I took the Book Value of each subsidiary and multiplied it by the average sector Price to Book ratio to get a market value. In the case of JV, I took 49% of the Market Value as Zomato owns only 49%. Thus, the market value of subsidiaries is Rs 29145.49 Million.

Adding the value of subsidiaries and cash and liquid assets (Rs 1,772 Million) to Value of operating assets gives the value of equity as Rs 31,350.77 Million. In dollar terms, the value of equity is $470.16 Million.


What if?
To account for variations in my assumptions, I used the following sensitivity tools:

1. Scenario Analysis
I use three scenarios: Base Case, Optimistic and Pessimistic to capture changes in key variations and subsequent effects on value:


Given my assumptions of these 3 scenarios, the value of the company can either be $437 Million, $470 Million or $523 Million. Here is the bad news: In none of the scenarios, the value even comes close to a billion dollars! Given my assumptions and narrative, I find it hard to believe that the company is, in VC parlance, a Unicorn.

2.Monte Carlo Simulation
I use simulation to capture variation in my assumption about operating margins, I use a triangular distribution for the same. After 1,000,000 simulations, the average value of equity is Rs 31,344.74 Million and at a 95% confidence interval, the range is from Rs 26,929.18 Million to Rs 35,675.94 Million i.e. $403 Million to $535 Million.



Bottomline
Given the company's nature of business and my narrative, It is hard to buy into the Unicorn argument. The real question will be how does Zomato solve the margin problem? I will not be surprised if in a couple of years down the line the firm is acquired by bigger players like Google or a possible new entrant in the market (Yelp) and gets priced on the basis of number of users. However, The road of increasing value would indeed be a treacherous one. In other words, "Winter is Coming". 

Valuation Model Link

Note: Please do not consider any content on this blog as an investment recommendation or advice. At the time of posting of this article, I do not have any financial interest in the company being analyzed. The views contained in this blog are my personal views.