Ride-sharing Profitable or not? - bank DBS

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Ride-sharing Profitable or not? - bank DBS
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 DBS Asian Insights
  DBS Group Research • May 2019

                                  Ride-sharing
                                    Profitable or not?
Ride-sharing Profitable or not? - bank DBS
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Ride-sharing
Profitable or not?

Sachin MITTAL
Equity Analyst
DBS Group Research
sachinmittal@dbs.com

Produced by:
Asian Insights Office • DBS Group Research

   go.dbs.com/research
   @dbsinsights
   asianinsights@dbs.com

Wen Nan Tan          Editor
Martin Tacchi        Art Editor
Ride-sharing Profitable or not? - bank DBS
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04   Executive Summary
     Can ride-sharing be a profitable model?
09   What is ride-sharing?
     Market size
     Different ride-sharing models in play
     Ride-sharers expanding beyond simple-taxi offerings
     Safety is another key appeal of ride-sharing
     SoftBank’s role in mediating ride-sharing industry
     competition
13   Is ride-sharing a profitable business model?
     Understanding the key elements driving profitability
     of ride-sharers
     Path to profitability of ride-sharers – Line by Line
     analysis

17   What does it take to become profitable in
     the ride-sharing business?
     Confronting arguments against the profitability of
     ride-sharing
27   Playbook for smaller ride-sharing operators
30   Regulations: The biggest overhang for ride-
     sharers
32   Drawing insights from E-commerce to ride-
     sharing
40   Appendix
     Key ride-sharers around the world
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Executive Summary
                     Can ride-sharing be a profitable model?

                     From our analysis into the operations of ride-sharers, we found that dominance and scale
                     are the two key drivers for profitability. Dominance in key cities allows ride-sharers to ease
                     spending on rider incentives and marketing expenses, without major driver or rider churn.

                     Scale may entail lower revenue per ride due to expansion outside the major cities but leads to
                     superior gross margins. Key benefits of scale are lower insurance costs, payment processing
                     fee and fixed platform operating costs as a percentage of revenue. We believe that ride-
                     sharers with > 60% market share in their respective countries, including key metropolitans,
                     should reap benefits of their dominance.

                     Our key finding is that a region cannot have more than one profitable ride-sharing player.
                     Ride-sharers operating in the South East Asian region may start to realise scale benefits at
                     US$1.3-1.7b revenues. This is provided, their expansion plans which typically lead to delays
                     in reaching profitability, are minimal.

                                                    What does it take to build
                                                    a profitable ride-sharing
                                                            business?

                            Dominance                                                        Scale
                      Dominance in key markets                                        Scale allows bigger
                       keeps sales & marketing                                         players to reduce
                         expenses and rider                                       insurance, payment and
                         incentives in check                                       fixed operating fee as a
                                                                                    percentage of revenue

                                                                                                      Source: DBS Bank
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                           Does this mean that smaller operators should just pack up
                           and leave?

                           Whilst the path towards profitability for smaller operators remains rocky, we believe smaller
                           players can co-exist with market leaders with the right strategies in place.

                           We outline three distinct strategies that smaller players can pursue that could set them on
                           a path towards profitability:

                           1. Focus on niche market segments that are typically underserved by bigger operators (Eg.
                              Ola for Auto-rickshaws)

                           2. Focus on specific regions / cities to limit competitive play with bigger players to drive
                              down incentives and marketing expenses

                           3. Develop an ecosystem of more profitable services leveraging the ride-sharing platform
                              and the digital follower base

                                             Playbook for smaller
                                                  operators

Niche segmental play                      Selective regional play                          Ecosystem play
  Dominate niche sub-                     Dominate smaller cities/                    Leverage the ride-sharing
segments in ride-sharing                   regions underserved by                     platform and user base to
 underserved by market                       leading ride-sharers                     diversify and venture into
        leaders                                                                       other profitable segments

                                                                                                           Source: DBS Bank
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                     Key financial and operational metrics of ride-sharers around the globe

                                                              Grab       Go-Jek       Uber           Lyft            Ola
                     Annual rides (in m)                      2,409       1,200       5,220          619           1,000
                     Active Users (in m)                       N/A          25          91           18.6           N/A
                     Active Drivers (in m)                     2.8         1.0          3.9           1.9            1.0
                     Annual Revenue (FY19 for Grab)           2,000        N/A        11,270        2,157           318
                     (in US$m)
                     Valuation (based on latest              14,000       9,500       85,000       20,696          6,000
                     funding rounds and latest
                     market cap for Lyft) (in US$m)
                     EV/Revenue                                7.0         N/A          7.5           9.6           18.9
                     Total funds raised (in US$m)             8,800       2,000       24,200        4,900          3,800

                                                                                        Source: DBS Bank, Various media reports

                     Growth in gross bookings likely to remain in mid double
                     digits for ride-sharers

                     We are of the view that Ride-sharing is likely to witness a growth trajectory akin to that of
                     E-commerce in its early days, though profitability is likely to be lower. With penetration of ride-
                     sharing services still hovering below 1% of total passenger vehicle trips of less than 30 miles,
                     there is ample headroom for double-digit growth for ride-sharers over the medium term.

                     Gross bookings and GMV growth comparisons

                                                                                                  Source: Companies, DBS Bank
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                           However, the long term profitability of ride-sharers is likely to be lower than that of
                           E-commerce marketplaces in our view. This is mainly due to:

                           1. Regulatory concerns about lowly paid drivers may lead to slower growth or even declines
                              in the take rate of ride-sharers, adversely impacting profitability

                           2. Lower margin profiles of ride-sharers, given that sales and marketing expenses are borne
                              by ride-sharers. Ecommerce marketplaces, on the other hand, incur minimal sales and
                              marketing expenses as most of these expenses are incurred by sellers on their platform

                           3. Quantum of revenue that can be derived regionally is lower in comparison to E-commerce
                              as there is a physical limitation on the number of drivers and riders in a region. E-commerce,
                              on the other hand, holds a much higher ceiling given the ease of scaling up the number
                              of product and service offerings in a given region

    Regulations could      Take rates for ride sharers vs. E-commerce
      limit any further
  improvements in the
    high take rates of
           ride-sharers

                                                                                                    Source: Companies, DBS Bank

   Sales and marketing     Sales and marketing expense as a percentage of revenue
expense substantial for
ride-sharers but not for
    ecommerce players

                                                                                                    Source: Companies, DBS Bank
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                     Can Automated Vehicles (AVs) increase the take rate of
                     ride-sharers?

                     The take rate of a ride-sharing business is expected to increase significantly when AVs
                     become common since driver pay is the most expensive element of a ride at present,
                     accounting for c. 75% of the total fare of a ride. All major ride sharers are in the process
                     of developing and testing AVs. However, the likes of Waymo (Alphabet’s self-driving arm)
                     and Cruise (General Motors), that lead the AV race are already trialing ride-sharing services
                     with their self-driving technologies, which could present a threat to existing ride-sharers.
                     Automobile manufacturers like Tesla have also expressed an interest in offering ride sharing
                     services through its vehicles as announced recently.
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What is Ride-sharing?

       M
                      ost of us have hailed a cab at least once in our lives. Ride-sharing refers to
                      the same arrangement, except the “hailing” takes place via digital means
                      – either via a smartphone application or a website browser. Drivers are also
                      often freelancers and not dedicated drivers of taxis. Ride-sharing allows users
       to hail an array of transportation options, ranking from Limousines, black cars and choppers
       to auto rickshaws and motor bikes.

       Ride-sharing involves the provision of a taxi-like service via the use of Global Positioning
       System (GPS) enabled software, linking drivers and passengers directly without the need
       for a dispatch centre. The platforms are account-based, with payments being automatically
       processed via the subscriber’s credit card or manually at the end of the trip. Different service
       options are typically available, ranging from shared rides with other passengers through to
       rides in luxury limousines.

       Market size
       Ride-sharers primarily target short passenger trips, often of less than 10 miles. Their focus
       greatly lies in metropolitan cities of the world, where frequency of rides is usually high and
       distance travelled short. According to Uber, ride-sharers can target a market that is worth
       as much as US$5.7 trillion in 175 countries across the globe. This is based on 11.9 trillion
       miles travelled per year in passenger vehicles, including public transportation miles in all
       countries globally.

       Potential size of the market up for grabs for ride-sharers

                       Total Addressable market (175 countries)
                       All passenger vehicle and public transport trips – 11.9t Miles
                       Valued at - US$ 5.7t

             Trips in public transport– 4.4t Miles
             Valued at - US$ 1.0t

             Trips in passenger vehicles
             – 7.5t Miles
             Valued at - US$ 4.7t

                                                                                            Source: Uber
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Major ride-sharers around the globe

                                                                                                         Source: Mapchart, DBS

                            Different Ride-sharing models in play
                            Ride-sharing companies have come up with different models of service offerings to cater to
                            the requirements of various user groups, targeting high-end, mid-market and budget users
                            separately.

                            For instance, Uber, the biggest ride-sharing platform globally, offers premium services through
                            its service offerings such as Uber Black, Black SUVs and Uber Select. The vehicles offered via
                            these services are usually black in color, sometimes equipped with personal chauffeurs and
                            target business customers and high net worth individuals.

                            Lyft also caters to the premium market through Lyft Lux, Lux Black, and Lux Black XL, where
                            drivers with qualifying vehicles have the opportunity to earn more by listing their vehicles
                            under those ranges.

                            Uber’s mid-market range offerings include UberX and UberXL, which offer everyday rides at
                            affordable prices. Lyft caters the mid-market through brands Lyft and Lyft XL. These models
                            target regular customers seeking convenience at affordable prices.

                            Both Uber and Lyft cater to budget customers. UberPool and Lyft Shared are some of
                            the examples in this category. Here, drivers cater to multiple customers, who share
                            destinations that are in close proximity to each other, simultaneously, with a cheaper rate
                            offered to each customer.
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Ride-sharers expanding beyond simple-taxi offerings
Ride-sharing services have grown rapidly worldwide over the last five years, with companies
such as Uber, Didi Chuxing (Didi), Grab and Ola rising to be among the most prominent. With
ride-sharing turning out to be such a successful venture, most of the ride-sharers are now
expanding beyond ride-sharing, into other adjacent segments like bike-sharing and scooter
sharing, logistics and autonomous driving.

Specifically, Lyft offers an expanded suite of transportation including shared bikes and scooters
for shorter rides and first-mile and last-mile legs of multimodal trips. Lyft has also added
information on nearby public transit routes in selected cities to offer riders a robust view of
transportation options. This multimodal platform better enables Transportation as a Service
(TaaS), which is a viable alternative to car ownership.

Through its New Mobility Solutions offerings, Uber also caters to consumers with access to
rides through a variety of modes, including dockless e-bikes and e-scooters. Uber expanded
into logistics in 2017, introducing “Uber Freight”, connecting shippers with drivers and small
fleets hauling freight via a load-matching mobile app. Furthermore, Uber, Lyft and Didi are all
piloting self-driving projects alongside with manufacturers of automobiles.

Safety is a key appeal of ride-sharing
Ride-sharing services have also instilled confidence in drivers and riders since there is more
transparency and trust through the rating system, where both riders and drivers get the
opportunity to rate their experience on the ride. The two way system holds both riders and
drivers accountable for their behaviour during the ride. Consistently lower ratings could even
result in a ban from the usage of the ride-sharer’s services. Furthermore, in-app safety features
allowing riders and drivers to notify authorities and their friends of any incidents, share their
live location with other users, 24/7 incident reporting and phone number anonymization have
boosted the confidence of riders and drivers to utilise the service even further. This is not to
say that ride-sharing is perfectly safe. Three female passengers using the services of Didi have
been murdered by their drivers over the 2016-2018 period, signifying safety is still a concern in
ride-sharing. However, ride-sharers have utilised technology tools at their best to offer a much
better sense of safety than their traditional taxi-counterparts.

SoftBank’s role in mediating ride-sharing
industry competition
Prominent Japanese investor, SoftBank, has built a stronghold in the ride-sharing market
worldwide, placing the firm within the ranks of the largest investors in all the leading
ride-sharing platforms. Its investments in the ride-sharing industry include Uber (US), Grab
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                     (Singapore), Didi (China), Ola (India) and Brazil’s 99 (which was later acquired by Didi).
                     Softbank’s influence on each ride-sharing company is significant. For example, following its
                     investment into Uber, SoftBank expanded Uber’s board from 11 to 17 members (including two
                     directors representing SoftBank’s interest), reduced the voting power of early shareholders,
                     and limited the influence held by Uber co-founder and former Chief Executive Travis Kalanick.

                     Softbank’s ambitious plans for the ride-sharing industry was laid out in May 2018 when Chief
                     Executive Masayoshi Son shared his plans to establish a Visionary Fund to consolidate all its
                     ride-sharing companies. In total, the Japanese entrepreneur has placed a US$60 bn bet in
                     more than 40 companies in a bid to steer the US$3 tn global automotive industry1. SoftBank
                     is now poised to use its influence to broker deals between ride-sharing companies that might
                     otherwise battle indefinitely, bringing about industry consolidation, as in the case of Grab
                     acquiring Uber’s South East Asian operations in 2018. This, we believe could fare well for the
                     bigger ride-sharing operators globally, as Softbank could mediate to limit instances where
                     bigger players cross paths with each other.

                     However, the SoftBank portfolio is not without risks, particularly for companies dependent
                     on the Japanese firm for financial sustenance for years to come. SoftBank faces financial
                     pressures, including an obligation to pay an annual 7% dividend on a portion of the invested
                     capital and the firm has already burnt through a significant portion of the Vision Fund. Whilst
                     this may impose pressure on Softbank’s future investments in the industry, Softbank has
                     already made its mark as the leader of the ride-sharing industry globally and would be a key
                     mediator driving rational competition within the industry.
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Is Ride-sharing a profitable
business model?

                               W
                                                   e look into the unit economics of ride-sharing operators, basing our analysis
                                                   on recent Initial Public Offering (IPO) filings of Uber and Lyft in a bid to
                                                   understand the per-ride profitability of ride-sharing operators on a pure-direct
                                                   cost basis at present.

Uber’s ride-sharing business, on a pure-direct cost basis turned positive in 2018
Uber - Ride Sharing (US$)                  Per Ride                        Lyft - Ride Sharing (US$)                                 Per Ride
                                2016        2017           2018                                                           2016        2017           2018
Gross booking per ride          10.78         8.40          7.95           Gross bookings per ride                        11.73        12.21         13.00
Driver fees and incentives      (8.84)       (6.56)        (6.19)          Driver Incentives                              (1.46)       (1.02)        (0.87)
Revenue                          1.94         1.84          1.76           Driver Pay                                     (8.15)       (8.37)        (8.65)
Excess driver incentive         (0.26)       (0.12)        (0.13)          Driver pay and incentives                      (9.61)       (9.39)        (9.52)
Other cost of revenue           (0.87)       (0.83)        (0.70)
Contribution                     0.82         0.89          0.93           Revenue                                         2.11         2.82          3.48
Operations and support          (0.45)       (0.31)        (0.24)          Cost of revenue                                (1.72)       (1.76)        (2.01)
Sales and marketing             (0.41)       (0.32)        (0.25)          Other adjustments                               0.11         0.00          0.01
Driver referrals                (0.08)       (0.05)        (0.02)          Contribution                                    0.50         1.07          1.49
Rider Incentives                (0.31)       (0.22)        (0.22)          Operations and Support                         (0.60)       (0.49)        (0.55)
Operating Profit/loss before    (0.43)       (0.01)         0.20           Sales and Marketing                            (1.47)       (1.10)        (0.82)
corporate charges                                                          Rider incentives                               (1.20)       (0.41)        (0.48)
                                                                           Operating Profit/loss before                   (2.77)       (0.93)        (0.36)
As a % of revenue                                                          corporate charges
Take rate as a % of gross       18%           22%          22%
bookings                                                                   As a % of revenue
Excess driver incentive          13%           7%           7%             Take rate as a % of gross                      18%           23%          27%
Other cost of revenue            45%          45%          40%             bookings
Gross Profit Margin              42%          48%          53%             Cost of Revenue                                76%          62%            57%
Operations and support           23%          17%          13%             Gross Profit Margin                            24%          38%            43%
Sales and marketing              21%          17%          14%             Operations and Support                         29%          17%            16%
Driver referrals                 4%            3%           1%             Sales and Marketing                            70%          39%            24%
Rider Incentives                 16%          12%          12%             Rider incentives                               57%          15%            14%
Operating Profit/loss before    -22%           0%          11%             Operating Profit/loss before                  -131%         -33%          -10%
corporate charges                                                          corporate charges

                                                                                                                                Source: Uber, Lyft, DBS Bank
                                As Uber does not breakdown costs attributable to each of Uber’s segments (namely: Ride-sharing, Uber Eats and Uber Freight),
                                    we have apportioned total costs on the basis of revenue contribution to perform our analysis on profitability per ride. Ride-
                                sharing accounted for 92%, 87% and 81% of Uber’s topline over 2016, 2017 and 2018 respectively. On a consolidated basis,
                                   Uber generated a profit of US$980m, before corporate charges and depreciation and amortization in 2018. Uber reported
                                                                                               US$3.03b in operating losses over 2018 (vs. US$4.08 in 2017).
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                            Understanding the key elements driving
                            profitability of ride-sharers
                                         “I’ve earned US$2on this ride - Uber”
                                         Revenue of ride-sharing companies
                                         is gross bookings less driver fees/
                                         incentives and taxes

“I have US$2 off, so I will pay US$8”                                           “Your fare is US$10”
Incentives are provided to                                                      Referred to as “Gross bookings”
riders to improve frequency of                                                  this is the total value of all rides
rides and loyalty. This is one of                                               taken through a ride-sharing
thekeydeterminantsofprofitability                                               platform
as rider incentives account for a
significant portion of expenses of ride-
sharing companies and is discretionary

                                                  Key operating expenses
                                                  Cost of revenue
                                                  Includes platform running expenses, insurance and
                                                  payment processing fees
                                                  Operations and support
                                                  Costs involved in providing rider support, driver on-
                                                  boarding, driver background checks
                                                  Sales and Marketing
                                                  One of the biggest line items. Includes advertising and
                                                  promotional expenses
                                                                                                             Source: DBS Bank

                            Gross Bookings
                            Akin to Gross Merchandise Value (GMV) of E-commerce players, Gross bookings refer to the
                            total value of all rides taken through a ride-sharing platform. This includes the fare of the
                            ride, applicable taxes, driver fees, tolls, etc. Gross bookings are driven by a combination of
                            fare set by the ride-sharing company, number of active riders on the platform (penetration
                            of ride-sharing services) and frequency of use by active riders.
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Revenue and Take Rate
Revenue is defined as the net proceeds realized by ride-sharing companies once the gross
bookings are adjusted for fees and incentives paid to drivers and taxes. Take rate is the
percentage of revenue realized through total bookings.

Cost of Revenue
Direct costs of revenue largely comprises of insurance expenses (coverage by typical auto-
insurance products cease when passenger vehicles are used for ride-sharing. Hence ride-
sharing companies are required by regional laws to provide insurance coverage to riders/
drivers during service), payment processing fees and platform operating expenses (data
centre hosting and colocation, mobile device and service charges).

Contribution
Gross profit of ride-sharing business after accounting for attributable direct costs.

Operations and support
Expenses involved in providing operational support to riders and drivers, driver onboarding
expenses and expenses related to conducting background checks on drivers.

Rider Incentives
Discounts and promotions offered to riders to keep them on the platform, improve
frequency of rides and attract new riders. Rider incentives are classified under sales and
marketing expenses. Rider incentives typically depend on the competitiveness of the
ride-sharing marketplace and are a key determinant driving profitability of ride-sharing
operators. This is so as rider incentives account for a significant portion of expenses of ride-
sharing companies and is discretionary with ample room to be curtailed depending on the
competitiveness of the marketplace.

Sales and Marketing
Other advertising and promotional expenses involved in promoting ride-sharing services.

The appeal of ride-sharing as a business model is quite clear – the business generates c.
50% gross margins. However, c. 40-50% of revenue is attributed to other direct costs below
the gross margin level with sales and marketing, and rider incentives accounting for the
lion’s share.

Going by the example of Uber, which yielded an operating profit before corporate expenses,
it is evident that once expenses below the gross margin level (particularly sales and
marketing, and rider incentives) are controlled, ride-sharing can turn out to be a profitable
business model.
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                           Path to profitability of ride-sharers – Line by
                           Line analysis

Increase gross booking per ride       Ride-sharer (US$)       2018   Improving take rate
Fare increases, market share and                                     This would be unsustainable
penetration gains could drive                                        as a higher take rate translates
                                      Gross Bookings          400%
gross bookings up. However, this                                     to lower pay for the drivers,
may require higher S&M and rider      Driver pay and          300%   which could a). Increase driver
                                      incentives
incentives.                           Revenue                 100%
                                                                     churn and b). Cause regulatory
                                                                     concerns

                                      Cost of Revenue         52%
Reduce cost of revenue                                               Lower Ops and Support
There is room to reduce in platform   Contribution            48%    One of the more feasible
related expenses with economies       Operations and          15%    ways of improving margins,
of scale, while better negotiated     support                        as with improving volumes
                                      Sales and marketing     20%
contracts with insurance providers                                   and potential digitisation
and payment processors could          Rider incentives        13%    of customer support, driver
drivedown costs of revenue.           Operating Profit/       0.0%   background checks etc, Ops
                                      loss before corporate          and support expenses as a %
                                      charges
                                                                     of revenue has room to come
Lower Sales and Marketing and                                        down.
rider incentives
Most feasible way of arriving
at profitability. However, this
would largely depend on the
competitiveness of the market
place and the market position of
the ride-sharing operator. Lowering
S&M and incentives could also
have a knock on effect on Gross
bookings as frequency of usage
and penetration of ride-sharing
could edge lower once the
incentives are taken out.                                                           Source: Uber, Lyft, DBS Bank
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What does it take to become
profitable in the ride-sharing
business?

       T
               he ride-sharing business model is banking on two macro-economic trends: greater
               penetration of autonomous vehicles (AV) on the road and lower car ownership to
               reach profitability. These two trends go hand-in-hand.

        It is estimated that within 10 years of regulatory approval of fully autonomous vehicles (or by
        2030) , c. 95% of all US passenger miles will be served by TaaS providers who will own and
        operate fleets of AVs resulting in private car ownership estimated to drop by c. 80%2.

        The cost of operating a ride-sharing business is expected to dramatically decrease when AVs
        become common. This is due to:

        1. Currently, the driver is the most expensive element of a ride

        2. Autonomous car utilisation could be as efficient as 50%

        3. AVs are expected to be able to minimise the number of accidents, which would
           decrease repair and insurance costs

        The demand for private car ownership is also expected to take an additional hit as the
        younger generations are more familiar with subscription services and their disregard for car
        ownership as a status symbol. The advent of AVs could create major shifts in the ride-sharing
        market, paving way for much better prospects of earnings in the ride-sharing industry.

        Drilling down to a more micro-level, we draw cues from our analysis of Lyft and Uber ,
        the only ride-sharing companies that have disclosed financial and operational information
        publicly. Drawing insights from Uber, the only profitable ride-sharing operation we know of,
        we identify a few key elements that could help ride-sharing operators become profitable.
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                                                     What does it take to build
                                                     a profitable ride-sharing
                                                             business?

                            Dominance                                                          Scale
                      Dominance in key markets                                          Scale allows bigger
                       keeps sales & marketing                                           players to reduce
                         expenses and rider                                         insurance, payment and
                         incentives in check                                         fixed operating fee as a
                                                                                      percentage of revenue

                                                                                                        Source: DBS Bank

                     Market Dominance
                     A business is said to be enjoying a “network effect” when the product or service it offers
                     becomes more valuable as more users start using said product / service. Most tech giants in
                     the world like Amazon, Google and Facebook cite their user networks as the key source of
                     their competitive strength. This further signifies the importance of the “network effect” for
                     tech companies.

                     Ride-sharing heavily benefits from indirect-networking effect. Getting more riders onboard
                     may not necessarily be beneficial for the riders, as there could be instances where riders
                     crowd out each other (recall your experience of trying to hail a taxi on a stormy day).
                     However, the more riders a ride-sharing facilitator has on its platform, the better its ability
                     to attract a greater proportion of drivers. With more drivers, the user experience of the
                     rider improves with lower waiting times and limited chances of crowding each other out,
                     or encountering surge pricing (surge pricing is when the normal fare is adjusted upwards
                     to reflect the gap in rider demand and driver supply), allowing the ride-sharing facilitator to
                     attract more riders to its platform. With more riders, driver earnings on the platform also
                     edge up as the number of trips improve, attracting more drivers to the platform. Hence, first
                     mover advantage that allows a player to rake up riders and drivers and dominance in the
                     market a player operates in can be considered critical success factors for ride-sharing players.
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Network effect of ride-sharing platforms
                                           Liquidity Network Effect
                                                  More       Driver
                                           5      drivers    supply
                                                                         1

              More rides                                                                    Lower wait
     4      per hour and
           higher earnings     $                        More
                                                      liquidity
                                                                                             times and
                                                                                                fares           2
             potential for
               drivers

                                                                             More
                                                                    3        riders
                                                                                                               Source: Uber

                             In our view, a dominant position in key ride-sharing markets helps the ride-sharer in
                             two key ways:

                             1. Minimise rider incentives

                                 A dominant player can minimise its spending on rider incentives, and sales and
                                 marketing expenses. Instead, it can compensate for the lack of discounts and
                                 promotions through a better rider experience (lower wait times, highly rated drivers
                                 etc), lower fares and reduced probability of encountering surge pricing. Second tier
                                 players on the other hand, have to continuously churn out promotions and discounts to
                                 keep riders on the platform and compensate for a potentially poor rider experience.

                             2. Minimise driver incentives

                                 With higher earnings derived from the platform supported by a higher rides per hour
                                 ratio, ride-sharing operators can also look into the possibility of easing incentives
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                         offered to drivers on the platform. However, this would have to be done carefully and
                         to a lesser degree than minimising sales and marketing, and rider incentives. This is so
                         as regulatory issues could pop up if driver pay is trimmed substantially. Smaller players
                         on the other hand, have to compensate for potentially lower hourly earnings of drivers,
                         by offering higher driver incentives to prevent drivers from churning, which could
                         exacerbate the situation of these players even further.

                     Uber has operations across 700 cities, and is a dominant player in most of the markets
                     it operates in. According to data shared by the company, Uber controls > 65% of ride-
                     sharing market share in North America, Latin America, Europe, Australia and New Zealand.
                     This includes major ride-sharing destinations in these markets such as New York City, San
                     Francisco, London and other key metropolitans. The company also claims to have > 50%
                     market share in India and Middle East and North Africa (MENA) regions.

                     We believe Uber’s dominant position regionally and in some of the biggest ride-sharing
                     markets globally is one of the key forces driving its path to profitability. For instance, sales
                     and marketing, and rider incentives accounted for only 28% of Uber’s revenues in 2018, vs.
                     37% at Lyft. This was based on Uber’s statistics, which states that it controls < 35% of the
                     North American market (Lyft claims to have a market share of c. 39% in North America).
                     As Uber has secured a critical mass in its key ride-sharing markets in the US, it can secure
                     customer loyalty through a better rider experience, availability in most major cities vs. limited
                     availability of Lyft’s services in certain cities. This in turn allows Uber to start trimming its rider
                     promotions in selected markets in the US without major user churn.

                     Uber’s strong network effect can also be seen through its operating statistics. Uber riders
                     on average completed over c. 57 trips annually, c. 70% higher than the average number of
                     rides of Lyft users. Uber drivers also completed as many as c. 1,338 trips in 2018, almost as
                     much as 4 times the number of rides completed by a driver of Lyft on average.

                     Uber’s network effect is reflected in its operating statistics

                     in m                                            Uber                                Lyft
                     Number of riders                                  91                               18.6
                     Number of drivers                                3.9                                1.9
                     Number of rides                                 5,220                               619
                     Annually
                     Rides per driver                                1,338                               326
                     Rider per rider                                   57                                 33
                     Riders per driver                                 23                                 10

                                                                                                   Source: Companies, DBS Bank
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                                      Furthermore, we believe that Uber’s decision to divest its operations in China and South East
                                      Asia, where it was a second tier player struggling to secure adequate market share, may
                                      have been motivated by the lack clarity on a path towards sustainable profitability.

Uber dominates the global ride-sharing market

                                                                                                       Russia and CIS
                                                                                                       ~38% of Yandex Taxi

                                                         Europe
                                                         65% CP                                                China
  US & Canada
  65% CP
                                                             Middle East
                                                             and Africa
                                                             50% CP
                                                                                        50% CP
                  Latin America
                  65% CP                                                                                           Australia/
                                                                                                                    New Zealand
                                                                                                                    65% CP
 CP: Ride sharing category position
          Owned operations
          Minority-owned affiliates
                                                                                                                             Source: Uber

                                      Whilst it’s difficult to define a level of dominance that allows a ride-sharer to become
                                      profitable, we estimate that at > 60% market share in a country, including the key
                                      metropolitan ride-sharing markets, ride-sharers would start to weave the benefits of the
                                      network effect, allowing the ride-sharer to gradually start curtailing its incentives and
                                      heavy advertising expenses, without major loss of market share. Trimming driver incentives
                                      however, would depend on the regulatory background in the region and would need to be
                                      done at a much slower pace than rider incentives.

                                      However, despite the benefits of the network effect, we believe that the path to profitability
                                      of a dominant ride-sharer would greatly depend on the share of rider and driver incentives.
                                      Dominant ride-sharers with a much greater share of driver incentives than rider incentives
                                      are likely to take longer to reaching profitability, given the slower pace of curtailing driver
                                      incentives vis-à-vis rider incentives, to avoid an increase in driver churn.
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                     Scale advantage
                     Scale is another key driver, driving the profitability of ride-sharers. Like in any other industry,
                     scale allows ride-sharers to realise economies of scale and yield better cost efficiencies. This
                     in turn allows bigger ride-sharers to realise better margin profiles. Uber for example, enjoys
                     gross margins of 53% vs. 43% at Lyft, largely stemming from Uber’s ability to realise better
                     cost efficiencies at a gross margin level and a potentially lower cost structure in markets like
                     Latin America, India and MENA.

                     A comparison of Uber’s better margin profiles clearly signifies the importance of scale in ride-
                     sharing. We believe Uber’s better margin profile is derived from three key sources:

                     1. Insurance expenses

                         Insurance is one of the biggest cost items for ride-sharers. Uber uses a small number of
                         insurance providers (Global insurance giant, AXA for example, provides coverage across
                         UK, Europe, certain MENA regions and Hong Kong) to provide liability insurance across
                         the globe. Uber also operates its captive subsidiary for insurance underwriting, in a small
                         number of markets, allowing Uber to trim its insurance costs even further. Given the
                         global scale of Uber’s operations, Uber is able to negotiate better terms on insurance
                         contracts with its key insurance providers, allowing Uber to lower its insurance expenses
                         as a % of revenue. Furthermore, liability insurance by ride-sharers is not a legislated
                         requirement in some of the markets (especially emerging) that Uber operates in. Whilst,
                         Uber provides liability insurance coverage in most of its markets, it is likely that in some
                         markets Uber incurs no insurance expenses. This should allow Uber to improve gross
                         margins derived from those regions.

                     2. Lower payment processing fees

                         Expansions across the globe is likely to have allowed Uber to secure better terms on
                         payment processing from global payment processing giants given the higher volume of
                         transactions. Uber also accepts cash as a mode of payment across 130 cities including
                         India, Latin America and Africa, which to our understanding are not subjected to any
                         payment processing fees (Uber’s fee on cash rides is deducted from the fare available
                         to drivers on rides done through digital means, hence Uber does not incur payment
                         processing fees on cash rides). News articles suggest that cash rides account for c.
                         65% of rides in India and c. 25% in Brazil, which should allow Uber to lower payment
                         processing fees on a per ride basis. Lyft on the other hand is 100% cashless.

                     3. Lower platform related expenses as a % of revenue

                         Platform related expenses tend to be mostly fixed in nature and hence as operations in
                         a region expands, platform expenses edge down as a percentage of revenue.
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  Uber’s scale allows it   Gross Margin and OPS for 2018
to yield better margins
   and cost efficiencies

                                                                                                      Source: Uber, Lyft, DBS Bank

                           At what scale would ride-sharers start to see the benefits
                           of scale?
                           Uber’s ride-sharing segment attained profitability in 2018, after raking up revenues of c.
                           US$9.2 bn through c. 5.2 bn rides. Having embarked on an aggressive expansion plan to
                           expand its reach globally, Uber’s ride-sharing segment is likely to have witnessed delays in
                           reaching profitability as expansions typically translate to higher sales and marketing, and
                           operational expenses at the initial stages of entry into new regions. Lyft on the other hand,
                           is expected to generate an operating profit before corporate expenses from its ride-sharing
                           segment over the next 2-3 years, with revenues of US$4.5-5 bn, with an annual ride count
                           of c. 1.1-1.3 bn.

                           Drawing from our analysis of Uber and Lyft, we believe the scale required to attain
                           profitability largely depend on two key factors:

                           1. If the ride-sharer is regional or country specific

                           2. The expansion strategy of the ride-sharer

                           Extrapolating from our analysis of Uber and Lyft, we estimate that Ride-sharers operating
                           in South East Asia may need to generate c. US$1.3-1.7 bn in revenues before reaching
                           profitability, provided that expansions within the region remain minimal.

                           In our analysis we assume, to reach profitability outside US, a country-specific operator
                           would need to rake at least 30 m riders (marginally higher than the rider base of Lyft, when
                           Lyft is expected to reach profitability), whilst a regional operator may need to secure at least
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                     45 m riders (half of the rider base of Uber). We believe that regional operators would need
                     a higher rider base to reach profitability, as regional expansions remain expensive and such
                     expansions often tend to encounter greater competitive pressures.

                     Whilst our analysis is based on a series of assumptions, we do note that Grab, which is on
                     track to generate revenues of US$2 bn over 2019, is already said to be profitable in certain
                     mature markets (most mature markets for Grab include Malaysia and Singapore) in the
                     region in its ride-sharing operations.

                     Uber’s network effect is reflected in its operating statistics

                     Scale to profitability              Uber                   Lyft                  SEA                   India
                     Revenue (U$ m)                      9,182                 4,078                 1,729                   834
                     Riders (in m)                         91                    27                    45                     30
                     Rides (in m)                        5,220                 1,049                 1,778                 1,192

                     Revenue per Rider (US$)              101                   154                    38                     28
                     TAM population(in m)                4,100                  328                   642                  1,339
                     TAM penetration                      2%                    8%                     7%                    2%
                     Proportion of US fares                                                           25%                   18%

                                                      Assuming 45m riders to breakeven regionally and 30m riders to breakeven in a given
                                                                                         country. Annual trip count per rider is set at 40.
                                                                                                         Source: Companies, DBS Bank

                     The expansion strategy also comes into play in driving a ride-sharers’ profitability. Typically,
                     expansions into new cities require heavy marketing and promotional expenses, along with
                     heavy rider and driver subsidies if the market is already served by a ride-sharing operator.
                     Operational expenses including insurance and platform related expenses also tend to edge
                     up at the early stages of entry into new cities. Expanding into new countries tends to be
                     even more expensive at the initial stages. Whilst expansions and gaining scale is beneficial if
                     the ride-sharer can secure a dominant position in these new regions, expansions inevitably
                     would cause delays in the timing of reaching profitability for the ride-sharer.

                     Confronting arguments against the
                     profitability of Ride-sharing
                     Several arguments have been laid out, suggesting that ride-sharing is not a sector prone to
                     generate sustainable economic profits. We look at some of these arguments in depth and
                     share our views as to why we think otherwise.
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Multi-homing could lead to a perpetual need for incentives
Multi-homing, refers to a situation in which multiple platforms are simultaneously used
by users, as the cost of switching between platforms remains low or non-existent. For
example, the cost for a rider or a driver of using both Uber and Lyft are bare minimal:
the process is as simple as downloading and registering with the two apps.

Multi-Homing presents a real risk to the platform developer, as users often tend to make
comparisons between the platforms before making their decision of which one to choose.
In ride-sharing this means that riders may choose to go with the platform that gives them
the best discount, while drivers could turn to the platform that allows them to yield the
best hourly pay. When multi-homing is commonly prevalent, it could become challenging
for a platform to generate a profit from its core business as incentives need to be handed
out to platform participants to keep them within the platform.

Whilst, multi-homing remains a reality for ride-sharers, several other industries that
witnessed this effect have successfully transitioned to profitability backed by their
innovative strategies and dominance by a few key players. The E-commerce sector
remains a prime example.

The cost of switching between E-commerce platforms remain as little as searching for
the name of the platform in your web browser. However, Amazon and Alibaba have
managed to emerge as winners in E-commerce regionally, leveraging on their early entry
to the market, dominant network that was hard to be replicated and service innovations
such as “Amazon Prime”, which improved customer loyalty to the platform.

In ride-sharing, the availability of a network itself becomes a key switching cost for
platform participants, allowing the operator with the biggest network to flourish in the
long run. For example, the cost of switching from a first tier ride-sharer to a second tier
ride-sharer for a small discount could be longer wait times or poorly rated drivers, which
may deter users from transitioning between platforms. Ride-sharers have also launched
short-term initiatives such as incentives for drivers that complete a certain number of
trips without cancellations or discounts for riders that complete a certain number of
rides. These could also help ride-sharers improve loyalty and expand on their network
dominance, at which point such incentives can be trimmed down.

Low barriers of entry translate to lower economic profits in
the long run
Ride-sharing industry relies on digital networks where all the core operations are algorithm
driven. The service offering of ride-sharing is also a commodity: The service of taking a
person from point A to point B, and offers little room for key players to differentiate based
on their service offerings. Hence, theoretically a new player with the right algorithm and
enough funds to secure riders and drivers should be able to disrupt the ride-sharing market.
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                     Why would this not work? Despite the standardized service offering, the network of a ride-
                     sharer is its key asset and the key barrier to enter the ride-sharing industry. Just like how it
                     is difficult for a new E-commerce player in China to replicate the buyer / seller networks of
                     Alibaba, which Alibaba has taken years to develop and invested tons of money in, a new
                     player would struggle to build a similar network of that of a dominant ride-sharing operator,
                     making it difficult to compete effectively.
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Playbook for smaller ride-
sharing operators

                       W
                                           hile dominance and scale remain pivotally important in ride-sharing to attain
                                           profitability, we do believe smaller operators too can share the ride-sharing
                                           pie with bigger operators, with the right strategies in place. In the following
                                           section, we discuss three types of distinct strategies smaller ride-sharing
                                           companies may opt for.

                                             Playbook for smaller
                                                  operators

Niche segmental play                      Selective regional play                            Ecosystem play
  Dominate niche sub-                     Dominate smaller cities/                      Leverage the ride-sharing
segments in ride-sharing                   regions underserved by                       platform and user base to
 underserved by market                       leading ride-sharers                       diversify and venture into
        leaders                                                                         other profitable segments

                                                                                                             Source: DBS Bank

                           Niche segmental play
                           Smaller operators can gain dominance in niche sub-segments of the ride-sharing market
                           that are typically underserved by bigger ride-sharing operators. Ola, the leading ride-sharing
                           player in India, for example, managed to maintain its leading status in India despite Uber’s
                           entry and disruption in 2013. This is partially so as Ola focused on three-wheelers (Auto-
                           rickshaws), one of the most commonly used modes of transport in India. Ola also allowed
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                     users of its platform to pay by cash, a feature that was not available at Uber until two years
                     after its entry. This has allowed Ola to retain and develop its market share even further
                     in India where credit card penetration even in major cities remain below c. 15%3. Auto-
                     rickshaws contributed c. 15% to Ola’s topline in 20174, just three years after its launch and
                     Ola enjoys a substantial share of the ride-sharing market in India as a result of its focus on
                     niche market segments.

                     Selective regional focus
                     Smaller players can also choose to focus on smaller regions / cities underserved by bigger
                     players and limit their competitive play only to such areas. This would provide room for
                     smaller players to curtail sales and marketing, and rider incentives in these regions and
                     paving way for margin expansion and profitability.

                     Ecosystem play
                     Ride-sharers inherently enjoy a few features coveted by many traditional players in today’s
                     digital world:

                     1. Customers connect with ride-sharers purely via digital means, allowing ride-sharers to
                        collect valuable user data

                     2. Customers of ride-sharing platforms are often the much sought after millennials and
                        digital natives that are well versed with technology and are willing to try out new digital
                        innovations

                     3. Ride-sharing platforms tend to be highly scalable

                     Data is the future of TaaS, and small ride-sharers too are poised to benefit depending on
                     how they manage and share data within the mobility ecosystem. These key features offer a
                     great avenue for ride-sharers with a sizeable following to leverage their platform to venture
                     into other more profitable segments such as product distribution for traditional sectors,
                     offering of data analytics as a service etc that could potentially offset losses from their ride-
                     sharing business.

                     Prominent ride-sharers like Uber, Grab and Go-Jek have already started to position
                     themselves as “Platforms” as opposed to simple-ride-sharing apps.

                     Uber’s ventures into meal-delivery through Uber Eats and logistics through “Uber Freight”
                     and Grab’s ventures into payments and banking through Grab Pay and micro-loan facilities
                     are some of the examples of ride-sharers venturing beyond transport in search of better
                     profitability elsewhere.

                     Smaller players like Go Jek have gone even further, positioning themselves as “SuperApps”
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catering to an array of different customer demands. Go-Jek for instance allows users to get
maids, personal stylists, personal massage therapist and even auto mechanics on demand
via its app.

Possibilities remain endless for ride-sharers bold enough to venture beyond their traditional
sector, establish partnerships across sectors and explore possibilities of monetizing their
greatest asset base: the ride-sharing platform.
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Regulations: The biggest
overhang for ride-sharers

                     R
                              ide-sharers remain highly vulnerable to regulatory changes. With the uptake
                              of ride-sharing based on digital means, the number of passengers relying on
                              traditional taxi services (where you get to the street and hail a taxi passing by)
                              for their transportation requirements would come down. As this is likely to drive
                     traditional taxi services out of business, drivers are more likely to sign up with digital
                     platforms like Uber and Lyft.

                     Under such circumstances, even though drivers are freelancers and not dedicated drivers
                     of taxis, they rely on the platform enabler as their employer. Earnings from the ride-
                     sharing platform becomes the sole source of livelihoods for these drivers, which makes
                     it increasingly difficult for ride-sharers to improve their take rates (realized revenue as a
                     percentage of gross bookings) as doing so would translate to lower pay for drivers. News
                     of poor pay offered by ride-sharing services are plentiful in the media which has caught
                     the attention of regulators around the globe. Regulators are mulling options ranging from
                     fixating hourly pay/fees per ride for drivers to drawing regulation classifying drivers of ride-
                     sharing platforms as employees of ride-sharing platforms.
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Regulatory stance on ride-sharing across the globe

Country                   Rising concerns                               Regulatory changes

 United States            •   18% of Uber drivers in New York City      •   Minimum wage of drivers of ride-
                              were eligible for food stamps offered         sharers was increased to US$ 17.22 an
                              to low-income households in 2018              hour vs the current average of US$
                                                                            11.90 in New York City

                          •   6 driver suicides were reported from      •   Issuance of new licenses for ride-
                              2017-18                                       sharers has been frozen for a period
                                                                            of one-year as the Taxi and Limousine
                                                                            Commission studies the ride-sharing
                                                                            industry.

 Indonesia                •   Several protests in the country against   •   Fixed rate bands introduced for
                              poor pay and low-rates charged by             ride-sharers for motorbikes and cars.
                              ride-sharing companies                        Motorbike ride-sharing rates should
                                                                            be between IDR 1,850-2,600 per km
                                                                            (vs. IDR 1,200-1,400 currently) and car
                                                                            rates set at IDR 3,500 - 6,000 per km
                                                                            depending on the zone of operation

                          •   “No-Go” zones for ride-sharers –          •   Rates are to be reviewed every quarter
                              Drivers of traditional taxis have set
                              areas where ride-sharing providers are
                              not allowed to operate in

 United Kingdom           •   Uber drivers in London, Nottingham        •   Uber was banned in the city of London
                              and Birmingham staged a protest and           by “Transport for London” in 2017
                              a strike in 2018 demanding a GBP2             following concerns over failure to
                              per mile increment and reduction in           support government initiatives to
                              commissions charged by Uber                   battle crimes in the city through
                                                                            sharing data and lack of corporate
                                                                            responsibility

 China                    •   Three passengers using the services of    •   Mandated that driver backgrounds
                              DidiChuxinghave been murdered by              and vehicles should meet standards
                              their drivers between 2016-2018               established by the Chinese Ministry of
                                                                            Transport

                                                                        •   Commercial license (which has higher
                                                                            costs attached to it as opposed to
                                                                            private vehicles) are now mandatory
                                                                            for drivers signing up with Didi

 Several jurisdictions                                                  •   In several jurisdictions regulators are
                                                                            mulling if the drivers of ride-sharing
                                                                            platforms meet the definition of
                                                                            “Employees” and if not how the
                                                                            definitions can be altered

                                                                                         Source: DBS Bank, Various media reports
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Drawing insights from
E-commerce to Ride-sharing

                     W
                                     e compare the business models of ride-sharing vs. E-commerce, the most
                                     established disruptive industry globally, to draw key insights over the
                                     trajectory of ride-sharers going forward.

                     Prior to drawing parallels between the two sectors, we wish to highlight a few key
                     differences between the two sectors at their early stages of growth:

                     1. E-commerce players benefited from much more diverse streams of revenue
                        from early on

                         E-commerce players adopted different business models: marketplace and product,
                         and generated revenues from a portfolio of service offerings including advertising,
                         sales commissions, listing fees, data analytics etc. Ride-sharers on the other hand
                         operate on a more uniform business model and generate revenues primarily through
                         the taxi fares.

                     2. TAM for E-commerce is much broader

                         E-commerce could be extended to most retail product categories ranging from books,
                         consumer electronics and clothing to fresh produceand groceries. TAM for ride-
                         sharing however is comparatively limited. As mentioned earlier, ride-sharers primarily
                         target short-distance private transportation needs of users, of which the TAM is
                         considerably smaller.

                     However, despite these differences, we believe insights from the more matured
                     E-commerce segment, would shed some light on the trajectory of the evolution of the
                     ride-sharing industry.

                     In the heydays of E-commerce, dominant players like Amazon and Alibaba reported high
                     double digit growth in the value of goods transacted through their platforms (GMV)
                     supported by improving penetration of E-commerce and market share gains from smaller
                     operators. Dominant players like Alibaba still record growth 25%+ growth on a year-on-
                     year basis on GMV on its Chinese retail platforms.
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                       Ride-sharers too have witnessed rapid growth since the start of the ride-sharing model
                       back in 2010. With the penetration of ride-sharers in most markets still remaining below
                       1%5 of total passenger vehicle trips of less than 30 miles, we believe ride-sharers are set
                       on a similar growth trajectory to the growth in GMV E-commerce players witnessed in
                       their early days.

      Growth in gross Gross bookings and GMV growth comparisons
bookings going strong

                                                                                              Source: Companies, DBS Bank

                       When E-commerce was introduced, it offered customers the convenience of shopping
                       from home, access to a wide range of products unlikely to be available through a typical
                       retail store and access to similarly priced, if not cheaper, products. These features were key
                       drivers behind the uptake of E-commerce that set penetration and GMV of E-commerce
                       on a trajectory of super fast growth.

                       Ride-sharing, we believe shares most of these features of E-commerce. Ride-sharing offers
                       customers the convenience of hailing a ride to their doorstep and allows customers to
                       choose from a variety of riding options that were previously unavailable (Shared rides or
                       rentable scooters). Ride-sharing also offers their services at a similar price, if not cheaper
                       to those of traditional private means of transportation such as taxis. We believe these
                       features of ride-sharers would continue to drive the penetration of ride-sharing over the
                       medium term, presenting a steady growth trajectory in gross bookings for ride-sharers.

                       Rising congestion in metropolitan cities around the world, outdating public transportation
                       infrastructure in major cities, growing proportion of millennials and digital natives entering
                       the work force, would further support growth in penetration of ride-sharing as a means
                       of transport, setting the sector on a trajectory of super-fast growth akin to that of
                       E-commerce.
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                             However, the quantum of revenue that can be derived regionally is lower in comparison
                             for ride-sharers in comparison to E-commerce, as there is a physical limit to the number of
                             drivers and riders that can provide and use ride-sharing services in a given region and the
                             ride-sharer’s growth in the region is limited by this. The ceiling for growth for E-commerce
                             players on the other hand, is much higher, as E-commerce platforms can be easily scaled
                             up to include more products and services.

                             Regulatory restrictions to limit take rate growth for ride-
                             sharers
                             Ride-sharers enjoy much better take rates than their E-commerce counterparts, as GMV,
                             comprising of the value of all goods traded through an ecommerce platform, often tends to
                             be significantly higher than gross bookings, which comprises of fare, taxes and driver pay.

       Take rate for ride-   Take rates for ride sharers vs. E-commerce
        sharers is almost
          5x higher than
            E-commerce

                                                                                                     Source: Companies, DBS Bank

                             However, going forward we believe there is limited headroom for ride-sharers to improve
                             their take rates substantially. Unlike E-commerce, which remains laxly regulated with
                             ample head room to improve its GMV take-rate (take rate of marketplace operators
                             depend on commissions, and the uptake of other services such as advertising, which
                             remain less vulnerable to regulations), growth in the take rate of ride-sharers is likely to be
                             capped by regulations.

                             In E-commerce, sellers on the platform often maintain a presence both online and
                             offline, and any attempt by the E-commerce platform to improve its take rate, by way of
                             increasing commissions or rates on advertising for example, are unlikely to significantly
                             impact the profitability of sellers on E-commerce platforms. Regulatory environment
                             surrounding E-commerce also is fairly lax, providing ample head room for E-commerce
                             players to improve their take rates and profitability if need be.
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Ride-sharing on the contrary is quite different. Most drivers on ride-sharing platforms are
dependent on the earnings made through the ride-sharing platform as their livelihoods.
Any attempt by ride-sharers to improve their take rate substantially would come at the
cost of lower pay for drivers, which at some point could be regulated. News of inadequate
pay made by drivers on ride-sharing platforms are plentiful and has caught the attention
of regulators around the globe, who are mulling fixating driver pay rates or contemplating
the recognition of drivers as employees of ride-sharers. Regulations on driver pay could
cap or even reduce the take rate of ride-sharers, impacting revenues and profitability
adversely. A classification or drivers as employees could be even worse resulting in heavy
staff costs for ride-sharers, substantially impacting profitability.

Can Automated Vehicles (AVs) increase the take rate of
ride-sharers?
The take rate of a ride-sharing business is expected to increase significantly when AVs
become common since driver pay is the most expensive element of a ride at present,
accounting for c. 75% of the total fare of a ride. All major ride sharers are in the process
of developing and testing AVs. However, the likes of Waymo (Alphabet’s self-driving arm)
and Cruise (General Motors), that lead the AV race are already trialing ride-sharing services
with their self-driving technologies, which could present a threat to existing ride-sharers.
Automobile manufacturers like Tesla have also expressed an interest in offering ride
sharing services through its vehicles as announced recently.

Progress in the self-driving space is measured by the average number of miles driven
before a manual override by a human driver is required. Waymo is almost 2x ahead of its
closest competitor by that metric.

                                             Milles per manual intervention
Waymo                                                    11,018
Cruise                                                    5,205
Zoox                                                      1,923
Nuro                                                      1,028
Aurora                                                         82
Toyota                                                      2.54
Benz                                                        1.47
Apple                                                       1.15
Uber                                                        0.35

                                                    Source: State of California department of motor vehicles
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