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Valuation for the Africa Tech Startup
    Mbwana Alliy- Managing Partner, Savannah Fund
                       @mbwana
                  4th September 2012
                      #Africavalue
Overview

• Why are Valuations
  Important?

• Key Tenants of Valuations

• How to drive or destroy
  valuation

• Examples

• Financing/VC method

                            Valuations are perceived until
                            actually realized
Valuation Theory


• Asset Based

• Discounted Cashflow

• Market Based

• Comparables/Multiples/Metrics



All these are signals that translate into
some sort of traction for a startup and
leads to valuation
Asset Based
 


• Equipment/Inventory...

• Brand

• Patents

• Engineers

 "When valuing a startup, add $500k for every engineer, and
 subtract $250k for every MBA."- Aaron Patzer, Founder Mint
Function of Future Cashflow            Central
 Bank Rates (Aug 2012)

                                           • USA = 0.75%

                                           • Brazil = 7.5%

                                           • India = 8%

                                           • South Africa = 5.5%

                                           • Kenya = 16.5%
r= cost of capital, can be inferred
from interest rates

With predictable (growing) Cashflow- valuation becomes
easy to establish
Metrics that drive valuation

• Average Revenue Per User (ARPU):
  Subscription like businesses (stable
  Cashflows)

• MAU/DAU: Social Gaming

• Asset Utilization e.g. (hotel or airline
  occupancy)

• CPM (advertising based businesses)

• Conversation Rate & Average order size
  (e-commerce)

• Inventory Turns: eCommerce/Retail
How much to spend to
                                                                         acquire each new user?
ARPU to Customer Lifetime Value




 M
 This is the margin per customer. If we sell a
 widget for $10 and it cost $4 to make, this value is
 equal to $6
 
 c
   The cost of marketing to each customer;
 
 r
   Retention rate is the survival rate of customers on   "5% increase in customer
 an annual basis. 75% for instance; then 3 out of every 4
 customers repeat purchase the following year
              retention = 25- 95%
 
                                                          increase in profits"
 AC
 This is the cost to acquire a new customer.
 Acquisition cost can vary depending on the industry
 and company.
 
 i
   The discount rate adjusts for the time value of
 money and is typically the rate of inflation – or the
 alternative to investing the money used to operate the
 business.
Multiple/Comparables


  • P/E ratio: How much to pay for current
    earnings

  • Price/Revenue...

  • Price/Book value

  • .....


  Goal is to compare apples with apples and identify a good
  buying or selling opportunity
The Market...


• Supply & Demand of investors &
  startups

• Market forecast and growth of
  Industry

• Business Cycle

• Exit market...

• Talent market...
12
                                                                                                              11.5
                         Where is Africa Tech Value?                                                         9
                                                                                                                        8.66




                                                                                                 ARPU ($)
                                                                                                                                8.53    8.49     8.42
                         900M                                                                                6


                                                                                                             3
                         675M
Connections (Millions)




                                                                                                             0
                                                                                                             2008       2010   2012     2014     2016
                         450M
                                                                                                       70




                                                                  Service Revenue ($ Billions)
                                   Mobile 3G Connections                                                                                         68.286
                                   Mobile Connections
                                                                                                 52.5                                   59.256
                         225M
                                                                                                                               48.851
                                                                                                       35
                                                                                                                       36.84
                          0M                                                                                30.965
                            2008   2010   2012    2014     2016                                                      $30B+ of mobile service revenue
                                                                                                 17.5


                                                                                                            0
                                                                                                            2008       2010    2012     2014     2016
       Source: http://www.mobilemonday.net/reports/MobileAfrica_2012.pdf
Some examples...

                                         ARPU
                     Users*                            P/E    Valuation
                                       (monthly)

                                         $5.71
                       19M                             10.7     $2B
                                    $1.20 (M-PESA)

                                     $6.50 (Africa)
                      240M                             15       $17B
                                     $3.40 (India)

                    1,000M+                $1.97       16      $224B


                      115M                 $0.93       275     $112B


                      900M                 $0.40       90     $60-80B

* Subscribers or monthly unique visitors
CPM & content sites
"The arrival of global advertising agencies has raised the stakes in
East Africa's $1 billion market, with new players hoping to wrestle
a piece of the action from the Kenyan company Scangroup, the
regional leader."            By Kevin Mwanza
                                          REUTERS
                                     NAIROBI, June 29 2012

• But how much of this is online?

• What % of East Africa population is online? mobile? How much
  time spent?

• Are the online ad network markets efficient? (Buyers and Sellers)

• Africa CPMs = $0.33 -> 100M pageviews/month = $500,000
  revenue a year...

• But are there enough advertisers to fill your inventory?

• Do Ad agencies and brands understand the benefits of
  interactive/online advertising? Can they help you sell?
Kenya Remittance Market
                                              size
  Content meets Commerce
                                      $600M
                                                                $590M
                                                          44%
• Kenya Remittance Market is HUGE     $450M
  and GROWING 
                                   $409M
                                      $300M
• Online + Offline commerce has huge
  potential.
                         $150M     Product Market Fit!
• 30% cheaper than other services
     $0M
                                                  2011           2012
• DTB may have found a cost
  effective way to acquire new
  customers!

• Nation media can monetize
  diaspora readers 

• Craft Silicon can tap diaspora
  payments market
Content meets Wifi/ISP
How to drive Valuation
                                                              Sometimes outside
          Direct Control                                      your control
• Pick a hot industry area (high growth, huge market)
                                                          • Negotiation Power
• Focus on key metrics that drive valuation (traction)
                                                          • Timing...
• Build up valuable assets (team, product, IP)

• Competitive Advantage "Moat". Monopoly/Network          • Find Product Market Fit before
  effect business
                                          going to investors
• E.g. Build a brand (not just customers, employees
  too)
                                                   • Culture (design, data, execute)
• Solve a real problem people are willing to pay you
  for!
                                                   • Find buyer(s)... (exit)

• Proven entrepreneurs and teams. Sometimes failed
  teams better than first time entrepreneurs
                                                          • Pick partners that can help you
                                                            (advisors, investors, employees)
Destroying Value

 Lots of Evidence                                      More Strategic
• Focusing on vanity metrics for too long
                                             • Industry timing (market readiness)
• Your competitor is bought by the only
  buyer (e.g. Instagram)
                                             • Scaling too fast on wrong biz model
• Wrong hires (e.g. MBAs)
                     (not achieved product market fit)

• Industries with low barriers to entry/     • Revenue vs Growth Balance
  Copying

• No talent retention plan 
                 • Patents vs Execution

• Not solving a problem                      • Innovators Dilemma
What is the Valuation Goal?

  For Founders                                          For Investors
• Create wealth
                        • Come in at a "fair" valuation and with
                                          potential to be compensated for taking a
• Attract investors to share in the risk risk. 
 and fund growth
                                      • Traditional VCs have high return
                                        requirements- will use terms & board seats
• Attract talent and partners (equity
                                        to exert influence
 as a currency vs salary)
                                        • Impact investors (even angels) may trade
• Maintain control...                     off returns for other goals.
        Key is to align all interests and be transparent
        
        Not all funding has equal value
        
        Build a bigger pie but share it. "smaller slice of a bigger pie vs big slice of a
        small pie"
3 Rs (Control vs Maximizing Wealth)
Hard to value without Info
Internet Startup Capital efficiency




                                                          • Technology Risk decreasing

                                                          • Market traction increasingly
                                                            important (product market
                                                            fit)

                                                          • Expertise is valuable




  http://www.bothsidesofthetable.com/2012/05/23/its-morning-in-venture-capital/
2 Case studies
                                           2000                           2000

                               Valuation
      Users    Traction
                                at Exit



                Africa's
                Largest
      40M
              mobile social
                                 $60M
                                           2007                           2007
                                                     Acquires 30% Stake          Invests $5.1M
                network                              ($ unknown)



                 Mobile
              payments in
                                           2011                           2011
       5M                       $110M
              40 countries
                                                   Acquired for              Acquired for
              (27 in Africa)
                                                      $60M                     $110M




                                           S Mobility plans to buy Mobile-Software
                                           companies in Africa. Jan 2012
Venture Capital Method




• Pre money valuation: Valuation before investment

• Post money valuation: Valuation after investment.

• The key is to watch the share price in each subsequent round
  of investment. it should be going up!

• Dilution is natural (remember, smaller slice of a bigger pie)

• A "downround" occurs when investment happens at lower
  valuation then prior round. Dilution + lower price per share!
Capitalization Table Effect




http://www.savannah.vc/resources/
Valuation & Africa


                   valuation                      Traction
                                   Stage                       Time (Year)
                    ranges                        expected

 Acceleration       <$0.5M        Prototype       Unproven         <1

                               Dominating sub     Revenue vs
 Seed/Series A      $1-10M     region. Building                    1-3
                                    Team            Growth

                               Scaling across
  Series B/C       $10-50M         Africa
                                                  Profitable        3-5

                                                      
 Exit Valuation    $50-250M    IPO/Acquisition                     5-7
                                                     Exit


Capital efficiency and speed of growth + hitting milestones is
changing this dynamic all the time. Also depends on industry.
Summary & Takeaway

• Metrics, data & transparency matter- start measuring early

• Team, Strategy and Execution and business model also important

• Choose your investor partners wisely & understand their motivations to invest

• Valuation is one measure of success, but often subjective at early stage

• Exit markets matter (for companies, talent etc...): investors can get their money back

• Real value (via exit realization) is created when company can scale to multiple African
  countries + world. 

• What happens when there are no exits in Africa?


Comes down to doing the hard work of building a business.
Valuation will follow.

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Valuation for the Africa Startup

  • 1. Valuation for the Africa Tech Startup Mbwana Alliy- Managing Partner, Savannah Fund @mbwana 4th September 2012 #Africavalue
  • 2. Overview • Why are Valuations Important? • Key Tenants of Valuations • How to drive or destroy valuation • Examples • Financing/VC method Valuations are perceived until actually realized
  • 3. Valuation Theory • Asset Based • Discounted Cashflow • Market Based • Comparables/Multiples/Metrics All these are signals that translate into some sort of traction for a startup and leads to valuation
  • 4. Asset Based • Equipment/Inventory... • Brand • Patents • Engineers "When valuing a startup, add $500k for every engineer, and subtract $250k for every MBA."- Aaron Patzer, Founder Mint
  • 5. Function of Future Cashflow Central Bank Rates (Aug 2012) • USA = 0.75% • Brazil = 7.5% • India = 8% • South Africa = 5.5% • Kenya = 16.5% r= cost of capital, can be inferred from interest rates With predictable (growing) Cashflow- valuation becomes easy to establish
  • 6. Metrics that drive valuation • Average Revenue Per User (ARPU): Subscription like businesses (stable Cashflows) • MAU/DAU: Social Gaming • Asset Utilization e.g. (hotel or airline occupancy) • CPM (advertising based businesses) • Conversation Rate & Average order size (e-commerce) • Inventory Turns: eCommerce/Retail
  • 7. How much to spend to acquire each new user? ARPU to Customer Lifetime Value M This is the margin per customer. If we sell a widget for $10 and it cost $4 to make, this value is equal to $6 c The cost of marketing to each customer; r Retention rate is the survival rate of customers on "5% increase in customer an annual basis. 75% for instance; then 3 out of every 4 customers repeat purchase the following year retention = 25- 95% increase in profits" AC This is the cost to acquire a new customer. Acquisition cost can vary depending on the industry and company. i The discount rate adjusts for the time value of money and is typically the rate of inflation – or the alternative to investing the money used to operate the business.
  • 8. Multiple/Comparables • P/E ratio: How much to pay for current earnings • Price/Revenue... • Price/Book value • ..... Goal is to compare apples with apples and identify a good buying or selling opportunity
  • 9. The Market... • Supply & Demand of investors & startups • Market forecast and growth of Industry • Business Cycle • Exit market... • Talent market...
  • 10. 12 11.5 Where is Africa Tech Value? 9 8.66 ARPU ($) 8.53 8.49 8.42 900M 6 3 675M Connections (Millions) 0 2008 2010 2012 2014 2016 450M 70 Service Revenue ($ Billions) Mobile 3G Connections 68.286 Mobile Connections 52.5 59.256 225M 48.851 35 36.84 0M 30.965 2008 2010 2012 2014 2016 $30B+ of mobile service revenue 17.5 0 2008 2010 2012 2014 2016 Source: http://www.mobilemonday.net/reports/MobileAfrica_2012.pdf
  • 11. Some examples... ARPU Users* P/E Valuation (monthly) $5.71 19M 10.7 $2B $1.20 (M-PESA) $6.50 (Africa) 240M 15 $17B $3.40 (India) 1,000M+ $1.97 16 $224B 115M $0.93 275 $112B 900M $0.40 90 $60-80B * Subscribers or monthly unique visitors
  • 12. CPM & content sites "The arrival of global advertising agencies has raised the stakes in East Africa's $1 billion market, with new players hoping to wrestle a piece of the action from the Kenyan company Scangroup, the regional leader." By Kevin Mwanza REUTERS NAIROBI, June 29 2012 • But how much of this is online? • What % of East Africa population is online? mobile? How much time spent? • Are the online ad network markets efficient? (Buyers and Sellers) • Africa CPMs = $0.33 -> 100M pageviews/month = $500,000 revenue a year... • But are there enough advertisers to fill your inventory? • Do Ad agencies and brands understand the benefits of interactive/online advertising? Can they help you sell?
  • 13. Kenya Remittance Market size Content meets Commerce $600M $590M 44% • Kenya Remittance Market is HUGE $450M and GROWING $409M $300M • Online + Offline commerce has huge potential. $150M Product Market Fit! • 30% cheaper than other services $0M 2011 2012 • DTB may have found a cost effective way to acquire new customers! • Nation media can monetize diaspora readers • Craft Silicon can tap diaspora payments market
  • 15. How to drive Valuation Sometimes outside Direct Control your control • Pick a hot industry area (high growth, huge market) • Negotiation Power • Focus on key metrics that drive valuation (traction) • Timing... • Build up valuable assets (team, product, IP) • Competitive Advantage "Moat". Monopoly/Network • Find Product Market Fit before effect business going to investors • E.g. Build a brand (not just customers, employees too) • Culture (design, data, execute) • Solve a real problem people are willing to pay you for! • Find buyer(s)... (exit) • Proven entrepreneurs and teams. Sometimes failed teams better than first time entrepreneurs • Pick partners that can help you (advisors, investors, employees)
  • 16. Destroying Value Lots of Evidence More Strategic • Focusing on vanity metrics for too long • Industry timing (market readiness) • Your competitor is bought by the only buyer (e.g. Instagram) • Scaling too fast on wrong biz model • Wrong hires (e.g. MBAs) (not achieved product market fit) • Industries with low barriers to entry/ • Revenue vs Growth Balance Copying • No talent retention plan • Patents vs Execution • Not solving a problem • Innovators Dilemma
  • 17. What is the Valuation Goal? For Founders For Investors • Create wealth • Come in at a "fair" valuation and with potential to be compensated for taking a • Attract investors to share in the risk risk. and fund growth • Traditional VCs have high return requirements- will use terms & board seats • Attract talent and partners (equity to exert influence as a currency vs salary) • Impact investors (even angels) may trade • Maintain control... off returns for other goals. Key is to align all interests and be transparent Not all funding has equal value Build a bigger pie but share it. "smaller slice of a bigger pie vs big slice of a small pie"
  • 18. 3 Rs (Control vs Maximizing Wealth)
  • 19. Hard to value without Info
  • 20. Internet Startup Capital efficiency • Technology Risk decreasing • Market traction increasingly important (product market fit) • Expertise is valuable http://www.bothsidesofthetable.com/2012/05/23/its-morning-in-venture-capital/
  • 21. 2 Case studies 2000 2000 Valuation Users Traction at Exit Africa's Largest 40M mobile social $60M 2007 2007 Acquires 30% Stake Invests $5.1M network ($ unknown) Mobile payments in 2011 2011 5M $110M 40 countries Acquired for Acquired for (27 in Africa) $60M $110M S Mobility plans to buy Mobile-Software companies in Africa. Jan 2012
  • 22. Venture Capital Method • Pre money valuation: Valuation before investment • Post money valuation: Valuation after investment. • The key is to watch the share price in each subsequent round of investment. it should be going up! • Dilution is natural (remember, smaller slice of a bigger pie) • A "downround" occurs when investment happens at lower valuation then prior round. Dilution + lower price per share!
  • 24. Valuation & Africa valuation Traction Stage Time (Year) ranges expected Acceleration <$0.5M Prototype Unproven <1 Dominating sub Revenue vs Seed/Series A $1-10M region. Building 1-3 Team Growth Scaling across Series B/C $10-50M Africa Profitable 3-5 Exit Valuation $50-250M IPO/Acquisition 5-7 Exit Capital efficiency and speed of growth + hitting milestones is changing this dynamic all the time. Also depends on industry.
  • 25. Summary & Takeaway • Metrics, data & transparency matter- start measuring early • Team, Strategy and Execution and business model also important • Choose your investor partners wisely & understand their motivations to invest • Valuation is one measure of success, but often subjective at early stage • Exit markets matter (for companies, talent etc...): investors can get their money back • Real value (via exit realization) is created when company can scale to multiple African countries + world. • What happens when there are no exits in Africa? Comes down to doing the hard work of building a business. Valuation will follow.