Online marketplaces: entering the next phase - Unveiled at the Marketplaces Conference May 2020 - Adevinta

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Online marketplaces: entering the next phase - Unveiled at the Marketplaces Conference May 2020 - Adevinta
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Online marketplaces:
entering the next phase.
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Unveiled at the Marketplaces
Conference May 2020
Online marketplaces: entering the next phase - Unveiled at the Marketplaces Conference May 2020 - Adevinta
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Online marketplaces: entering the next phase - Unveiled at the Marketplaces Conference May 2020 - Adevinta
This report contains
                                                                                                        interviews with:

   Building and scaling           Pan-European seed stage          Seed stage venture capital fund
  marketplaces globally             venture capital fund                  in Europe beyond

   Adevinta’s venture arm           150+ new investments                143 new investments
   supports entrepreneurs                since 2013                          since 2013
financially and operationally
                                $1.1B+ raised by portfolio since    $4.5B raised by portfolio since
                                             2013                                2013

 Investments & operations:          Selected investments:               Selected investments:
Online Marketplaces: Outlook on 2020 and beyond

Key takeaways.

   Digital adoption has been                                  Recent months have shown                                By unlocking supply, the next
   rapidly accelerated by Covid-                              how online marketplaces                                 generation of marketplaces can
   19 crisis. But the big digital                             have become part of society’s                           play a role in solving some of
   wave is still ahead of us.                                 critical infrastructure.                                society's most pressing issues.

   Everything was already moving online. Now this is          The Covid-19 crisis has demonstrated how critical       Mobility – Many European cities including Paris and London
   happening even faster. Online marketplaces have a          online consumer services and technology are for         have unveiled ambitious plans to reduce congestion. This
   combined value of $814 billion globally. The biggest       many aspects of society and the economy. We’re          means expanding mobility options for everyone
   consumer categories are still largely undigitised.         entering a new phase in the ongoing evolution of        Housing – shortages, access to home ownership and
                                                              online marketplace models.                              sustainability are key themes
   Covid-19 has created short-term winners and losers.                                                                Healthcare – Consumer healthcare, heavily regulated, is
   But the more structural impact is that trends that         Startups are colliding with the offline world, its      increasingly embracing telemedicine, AI, connectivity and
   were already under way have been accelerated. 58%          regulations and its laws of physics, which sometimes    predictive diagnostics
   of consumer marketplaces could be well positioned          impact unit economics. The crisis may also impact       Work – big corporates are embracing remote work. The rise
   to navigate the crisis, while another 23% might            funding sources for startups, leading to an increased   of freelance, gig & passion workers means a growing share of
   experience a sharp “V-shaped” recovery.                    focus on profitability.                                 workers relying on match-making and distribution platforms
                                                                                                                      for income as they work from home.

Page / 4   The Future of Online Marketplaces | 2020 Edition
SECTION 1

Digital adoption is accelerating.
Everything was already moving online. Now this is happening even
faster. Online marketplaces have a combined value of $814 billion
globally. But the real opportunity is still ahead of us. While
segments like travel and fashion have gone digital, the biggest
consumer categories are still largely undigitised. Covid-19 has
created short-term winners and losers. But the more structural
impact is that trends that were already under way have been
accelerated
Digital adoption is accelerating

Nearly 90% of consumer spending goes to housing, healthcare, food, mobility and education.
Most markets are still largely offline, but seeing rapid digital adoption, driven by Covid-19.
                                                             Consumer spending                                                Global startup & scaleup activity
                                                             Europe        Global                                             Digital   Offline

                             Housing                                                                                                                                         Already researched online but still transacted offline. New models like
      Rent & mortgage 65%, Interior &                        $3.1T                                           $8.2T                                                           iBuying and fractional ownership could help digitise further
       maintenance 16%, Energy 18%

                               Health
       Gov’t funded 64% (1), Insurance                       $1.9T                                         $7.8T                                  Covid-19 impact            Rigid market, but Covid-19 has opened the floodgates to innovate fast
    premiums 22%, out-of-pocket 14%

                                  Food
             Groceries 53%, Alcohol &                        $2.4T                               $6.0T                                                   Covid-19 impact     Was slow to migrate online (
Digital adoption is accelerating

Online marketplaces have combined value of $814 billion globally. But the real
opportunity is ahead of us. Housing, health and education are still mostly untapped.
                                                             Consumer spending                                                Global startup & scaleup activity
                                                             Europe        Global                                             VC invested since ‘13      Combined market cap (2)

                             Housing
      Rent & mortgage 65%, Interior &                        $3.1T                                           $8.2T            $15B                $66B
       maintenance 16%, Energy 18%

                               Health
       Gov’t funded 64% (1), Insurance                       $1.9T                                         $7.8T              $25B         $46B
    premiums 22%, out-of-pocket 14%

                                  Food
             Groceries 53%, Alcohol &                        $2.4T                              $6.0T                         $35B                                        $178B
        tobacco 30%, Restaurants 17%

                             Mobility
            Car purchase 34%, Fuel &                         $1.2T                         $5.0T                              $65B                                        $181B
        maintenance 56%, Public 10%

                         Education
                    Gov’t funded 87% (1)                     $1.0T                         $5.0T                              $1B    $9B
                     Out-of-pocket 13%

                                Travel
                 Flights 33%, Packaged                       $0.6T             $3.0T                                          $20B                                      $168B
                  travel 33%, Hotel 33%

                             Fashion                         $0.6T        $2.2T                                               $10B           $57B

Source: Dealroom analysis based on data from Eurostat and World Bank.
1.   Government funded is added to consumer spending here since consumers still decides/influences where to buy healthcare.
2.   Estimate based on top-10 most valuable companies in the sector. Combination of public and private valuations.

Page / 7       The Future of Online Marketplaces | 2020 Edition
Digital adoption is accelerating

Mobile app data shows user base growth in less digitized categories such as education and
groceries.
  App downloads growth: January 2020 vs March 2020

                               Education                            Groceries & Meal kits                                        Food delivery                                             Neobanks                                                  Mobility

 284%
            266%

                                126%
                                             103%               99%
                                                      79%
                                                                        65%

                                                                                 29%                       23%       21%
                                                                                              13%                                 13%          10%        8%         8%

                                                                                                                                                                             (31%) (32%) (33%)                             (23%) (28%) (28%)
                                                                                                                                                                                                                                             (32%) (33%) (39%) (39%)
                                                                                                                                                                                                              (43%)                                                  (43%)
                                                                                                                                                                                                                                                                                               (52%)
                                                                                                                     Deliveroo

                                                                                                                                                                                                                                                     Lyft
            Google Classroom

                                                                                                                                               Postmaes

                                                                                                                                                                                                                                                                                      Cabify
                                                                                                                                                                              Metro bank
                                                                                                                                   Uber Eats

                                                                                                                                                                                                    Revolut
                                                                                                           Grubhub

                                                                                                                                                                                                                                                                                                VOI
                                                      Brainly

                                                                                                                                                                                                                            SnappCar
                                                                                                                                                          DoorDash

                                                                                                                                                                                                                                              Uber
                                                                                                                                                                     Glovo
                                 ClassDojo

                                                                Ocado
                                             Remind

                                                                                                                                                                                                               MoneyLion
                                                                                                                                                                                            Monzo
                                                                                 Blue Apron

                                                                                                                                                                                                                                       Tier
                                                                        Picnic

                                                                                              HelloFresh

                                                                                                                                                                                                                                                            Bird
   Preply

                                                                                                                                                                                                                                                                   Share NOW

                                                                                                                                                                                                                                                                               Lime
Source: Dealroom.co analysis of SimilarWeb data.

Page / 8                  The Future of Online Marketplaces | 2020 Edition
Digital adoption is accelerating

It’s not just about spending money online. The digital consumer is managing work,
banking and (re)schooling also online.
                                     $17 trillion                                         $17 trillion income
                                  expenses & savings                                       (work and other)

                                                                                             Income from assets        Lending/Investing
                                           Net savings                                           €35tn in assets
                                                                                           €7tn debt (77% mortgages)     Income from
                                                                                                                            assets
                                            Communication
                                               Fashion
                                              Recreation
                                                Travel
                                               Services                                        Social benefits            Reschooling
                                                                                                                        Remote working
                                                 Education

                                                 Mobility
                                                                ◀ Banking & financing ▶                                  Gig & passion
                                                                                               Freelance work
            $12 trillion                          Health                                                                   economy
             expenses

                                                   Food                                            Wages               Jobs marketplaces

                                                 Housing

Source: Eurostat (EU28) and Dealroom analysis.

Page / 9     The Future of Online Marketplaces | 2020 Edition
The impact of Corona virus on marketplaces

Covid-19 has led to a divergence into winners and losers.
Current share price as % of share price in January 31
                                                                                              S&P 500
                           -100%                -75%                -50%               -25%               0%                  25%                 50%             75%               100%          125%         150%

                  Meal kits                                                                                                                                  HelloFresh ◆      ◆ Blue Apron
                Tele health                                                                                                                       Ping An Doctor ◆ ◆ Teladoc
                 Pharmacy                                                                                                     Zur Rose ◆                                       ◆ Shop Apothekee
                   Pet food                                                                                               PetMeds ◆         ◆ Chewy          ◆ Zooplus

                  Groceries                                                                                        Meituan ◆                       ◆ Ocado

              Food delivery                                                                    GrubHub ◆               ◆ Delivery Hero

                 Horizontal                                                                      Alibaba ◆                             ◆ Amazon                ◆ Pinduoduo

               Freelancing                                                             Freelancer ◆                                           ◆ Upwork                                              ◆ Fiverr
                   Fashion                                                                        ◆ ASOS              ◆ Farfetch      ◆ Boozt Fashion
                  Furniture                                                    Lauritz ◆                              ◆ Home24
                Job search                                        Recruit Holdings ◆                 ◆ DHI Group
                                                                                                         ◆ Scout24
                 Car search                                             CarGurus◆       AutoTrader ◆             ◆ Carvana
                   Mobility                                              Lyft ◆                  ◆ Uber
                Group sale                        Groupon ◆                                       ◆ MySale Group

                     Travel                        Webjet ◆ Expedia ◆             ◆ Booking ◆ TheTrainline

            Property search                 Purplebricks ◆            Rightmove ◆                          ◆ Zillow

                   Lending         OnDeck ◆                                                                ◆ Funding Circle         ◆ EverQuote

Source: Dealroom.co analysis. Yahoo Finance.

Page / 10      The Future of Online Marketplaces | 2020 Edition
Digital adoption is accelerating

Segments, like micro-mobility, face short-term impact but might experience a V-shaped recovery
once lock-downs end. Events, restaurants and air travel could face a prolonged impact.

                                                                                                                             Structural positive                                                    B2B
                                                                                                                                                                               Nutrition D2C    marketplaces
                                                                                                                                                                                   food                               Both Structural and cyclical
                                                                                                                                                                                                                      impact, because crisis is
                                                                                                                                                                                                Telehealth
                                                                                                                                                                                                                      accelerating a trend that
            Some categories have seen a                                                                                        Expert /                     Online groceries                                          was already underway.
              steep decline in usage but                                                                 On-demand         Passion economy
                                                                                                                                                            Farm-to-table         Meal kits
             could face a sharp V-shaped                                                                 office space
            recovery once the lock-down                           Car sharing                                                                                                          Online dating
               ends (e.g. micro-mobility)                                                                                                         Online
                                                                                                                                                                Resale fashion                           Gaming
                                                                  Micro-mobility                                                                education
                                                                                                                        White collar /                          marketplaces        Mental health
                                                                                            Fashion                      Freelance            Recycling                                             Sports at home
                                                                                                                                             marketplaces                          Streaming
                                                                            Car sales                           Non-health                                    Food delivery
                                                                                                                insurance                                                         video/music
                       Short-term negative                                Real estate                                                                                                                                Short-term positive
                                                                                                                   Lending
                                                                           Public                 Job search
                                                                      transportation
                                                                      Air travel &
                                                                         hotels
                                                                   Restaurant
                                                                    booking        Offline retail
                                                                                      related
             Possible prolonged impact                               Events
              with L-shaped recovery in
                  categories such as air
              travel, hotels, ride-hailing
                 and services related to
                             offline retail
                                                                                                                            Prolonged negative

Source: Dealroom.co.

Page / 11      The Future of Online Marketplaces | 2020 Edition
Digital adoption is accelerating

58% of consumer marketplaces could be well positioned to navigate the crisis, while another
23% might experience a sharp “V-shaped” recovery.
                                                                Consumer health (590)        Education (340)               Gaming (115)              Groceries (90)
                         22%
                   Net positive
                  2,643 startups

                                                                    Delivery (560)      Fashion ecommerce (1,269)     While collar jobs (140)     Passion economy (70)
                         36%
                    Defensible
                  4,004 startups

                                                                   Proptech (544)             Lending (232)         Banking and insurance (120)   Micro-mobility (109)
                         23%
               Short-term impact
              (V-shaped recovery)
                 2,561 startups

                                                                     Travel (836)             Mobility (830)               Events (367)           Blue collar jobs (320)
                         20%
                Prolonged impact
              (L-shaped recovery)
                 2,447 startups

Source: Dealroom.co
1. Based on the number of venture-backed marketplaces.

Page / 12    The Future of Online Marketplaces | 2020 Edition
Digital adoption is accelerating

Many startups have shown agility to pivot, providing value beyond the immediate crisis.
                                  Category                                            Pivot

                             Ride-sharing                             Groceries and medicine (1-hour delivery)

                                                                      Uber Direct (pharmacies and pet shops)
                             Ride-sharing
                                                                        Uber Connect – P2P courier service

                                                                      Scooters for food and medicine delivery
                             Micro-mobility
                                                                         App now shows take-out options

                             Restaurant ordering (B2B)          Help restaurants launch direct-to-consumer programs

                             Restaurant booking                       Reserve grocery shopping appointments

                                                                               Online Experiences
                             Accommodation booking
                                                                            Launched long-term rental

                             Book a musician for events            Personalised music messages by popular artists

                             Re-sale fashion                                Posh Stories: video shopping

Source: Dealroom.co analysis of public statements.

Page / 13    The Future of Online Marketplaces | 2020 Edition
SECTION 2

Marketplaces entering the
next phase.
The Covid-19 crisis has demonstrated how critical online
consumer services and technology are for many aspects of
society and the economy. We’re entering a new phase in the
ongoing evolution of online marketplace models. Startups are
colliding with the offline world, its regulations and its laws of
physics, which sometimes impact unit economics. The crisis
may also impact funding sources for startups, leading to an
increased focus on profitability.
The evolution of online marketplace models

Marketplaces have continued to evolve in order to unlock new markets.

                        1990s                                    2000s               2005-2010               2010-2015                    2015                   Next?
                Aggregate supply
                                                      Vertical specialisation ….                              …. ongoing quest for new niches …
                                                                                   Transactional marketplaces
                                                                                                            On-demand & location-based …          … super apps
                                                                                                                                    Managed marketplaces
                                                                                                                                                          ???

                                                                                                                                                                  Gen Z

                                                                         ‘98                                                                             Responsible consumption

                                                                                                                                                            Regulated services

                                         ‘06
                                                                                                                                                            B2B marketplaces

                                         ‘05                                                                                                                Passion economy(1)

                                                                                                                                                            Mobile-first video
                                                                                                                                                               shopping

1. A term coined by a16z.

Page / 15     The Future of Online Marketplaces | 2020 Edition
The evolution of online marketplace models

         As innovation pushes boundaries, the definition of “marketplace” is being stretched.
                                                      Customer                                     Transaction incl.        Logistics
                         Demand                      acquisition                Listings              payment           & software tools   Own inventory      Production         Supply

                                                    ✓ Asset light, profitable                                                                                              Homes, cars,
marketplace

                                 Listings
Traditional

                                                     Low revenue per user                                                                                                 jobs, horizontal

                        Transactional                ✓ Still asset light, higher take-rate                                                                                 Travel, delivery,
                        marketplaces                  Possible long-term strategic disadvantage                                                                           freelance

                           Full-stack               ✓ Control over user-experience                                                                                         On-demand
marketplace

                         marketplace                 Operational risk, requires market density                                                                            services
 New age

                      Market maker                  ✓ Create new supply, verify quality                                                     Temporary trade                Homes, cars,
                          (iBuying)                  Capital intensity & risk, requires homogenous market                                    on the books                 jobs, products

                                                    ✓ Same-day delivery of goods, control over user experience
Competing B2C

                          eCommerce                                                                                                                                        Fashion, groceries
                                                     High capital intensity, low margins
   models

                                                                                                                                                                           Cosmetics, food,
                             Direct-to-             ✓ Own entire product identity / experience / sometimes with physical stores
                                                     High capital intensity, limited assortment                                                                           banking, wellness,
                             consumer
                                                                                                                                                                           lifestyle, eyewear

         Page / 16   The Future of Online Marketplaces | 2020 Edition
The evolution of online marketplace models

Plus size rounds and record funding had become the norm in recent years, driven by an
abundance of venture capital. Expectation that we’ll see much less of them in 2020.
 Global VC investment in marketplaces
                                                                        $74B
                                                                                             Rest of World
                                                                                                                 $1B            $400M          $271M           $250M            $206M         $231M
                                                                                                               Series E        Series F       Series B        Series D       Growth Equity   Series D

                                                                 $58B
                                                                               $56B
                                            $54B
                                                                                                      Asia
                                                                        $41B
                                                                                                                 $3.3B            $3B           $1.5B           $1.5B             $1B         $800M
                                                                                                             Growth Equity      Series F       Series H        Series D         Series G     Series D
                                                         $40B
                                             $26B                $36B          $25B
                                                                                      ???
                               $29B                                                          North America
             Other ▶                                                                                             $2.6B           $2.3B           $1.3B           $1.3B            $1B           $1B
                                                          $22B                                               Growth Equity   Growth Equity   Growth Equity   Growth Equity      Series H      Late VC

               Asia ▶           $12B
                                                                        $22B   $18B
                                             $21B
                                                                 $14B
                                                                                                   Europe
North America ▶                 $11B                      $11B                                                   $1B            $800M           $575M           $568M            $550M        $800M
                                                                                                             Growth Equity   Growth Equity     Series G        Series D         Series C     Series D
            Europe ▶                                             $7B    $7B    $9B
                                $4B          $6B          $5B

                               2014         2015          2016   2017   2018   2019   2020
Source: Dealroom.co

Page / 17     The Future of Online Marketplaces | 2020 Edition
The evolution of online marketplace models

Abundance of venture capital led to the rise asset heavier models. The pendulum may swing
back to asset light models.
                                                      Asset lighter                                                               Asset heavier

                                                                                                               Food delivery

                                                                                                                 Used cars

                                                                                                                 Mobility

                                                                                                                  Media

                                                                                                                 Banking

                                                                                                                Healthcare

                                                                                                                 Housing

                                                                                                                  Travel

                                                                                                                   Jobs

                                                                                                            Second-hand fashion

Inspired by a slide from Sonali de Rycker (Accel Partners) presented at the Marketplaces Conference 2018.

Page / 18     The Future of Online Marketplaces | 2020 Edition
The evolution of online marketplace models

Unlike asset light marketplaces, full-stack marketplaces often have challenging unit
economics. And there’s a renewed push for profitability in venture capital markets.
                                                 % Operating profit margin
                                              (sales minus all operating costs)
                                                             80%
                                                                                                                                                                           Rightmove
                                                                                                                                                                                          Traditional marketplaces
                                                             60%                                                                                                                           ✓ Lower upfront capital
                                                                                                                                                     Delivery Hero                           ✓ Rapidly scalable
         eCommerce                                                                                                                  Booking.com
                                                             40%                                                                                     Just Eat                              Inferior user experience
 ✓ Greater control over logistics
                                                                                                                     Deliveroo (London)
  Thin (but positive) margins
                                                             20%                   Uber ridesharing                      Takeaway
        Inventory risk
                                                                                                    Grubhub                                     Airbnb
                                                                                    Yoox     Asos
                                                                               Zalando
                                                                –
                                                                                   Uber / Lyft                  Farfetch
                                                             (20%)

                                                             (40%)
       Full-stack marketplaces
      ✓ Superior user experience                                                           Deliveroo (group)
                                                             (60%)
     ✓ Stronger moat (= defensible)
                                                                                    WeWork
      Challenging unit economics
                                                             (80%)
                                                                     –   10%         20%            30%        40%          50%           60%            70%         80%    90%

                                                                                                                                                                  % Contribution margin
                                                                                                                                                                (sales minus cost of goods,
                                                                                                                                                                    sales & marketing)
Source: Dealroom analysis of company financial statements.

Page / 19    The Future of Online Marketplaces | 2020 Edition
The evolution of online marketplace models

New marketplace models focus on unmet demand from Gen-Z / millennials and unlock
scarce supply, such as in regulated services and programming.
                                       Sustainable lifestyle &                           Future of work &
                                                                                                                    Regulated services
                                         circular economy                                passion economy
                     Clothes                                     Food waste reduction          Teaching                     Nursing

                                                                                                                  Retail / Hospitality workers
                                                                  Meat alternatives           Freelance:

            Shoes and accessories
                                                                                                                         Baby-sitters

                                                                                            Programming:
               Other products                                         Recycling

                                                                                        Podcasting & publishing           Veterinary

Source: Dealroom.co

Page / 20     The Future of Online Marketplaces | 2020 Edition
SECTION 3

Mobility in a jam?
Large parts of mobility have been brought to a near -
complete stop, resulting in thousands of layoffs, due to
the Covid-19 crisis. But what will the recovery look like?
Many European cities including Paris and London have
unveiled ambitious plans to reduce congestion. This
means expanding transportation options, also to relieve
public transport. European households spend 91% of
transportation costs ($1.2 trillion) on car ownership. This
will likely drastically change over the next ten years.
Mobility in a jam?

A tale of two rivals: Uber has made a come-back as it’s better equipped to weather
the storm with a mode diversified approach to mobility & logistics.
Share price performance
                                                                                                            Opportunities
                                     January 31
 20%                                                                                                        ▪   Avoid busy public transport

 10%                                                                                 San Francisco, $56B    ▪   Uber acquired Lime for $170M (70% below last round0

  0%                                                                                                        ▪   Meanwhile, Intel acquired Moovit – a urban traffic data
                                                                                                                company – that counts Uber as a client. The technology of
-10%                                                                                                            Moovit will be used to enhance Mobility-as-a-service
                                                                                                                offering of Mobileye (acquired by Intel in 2017).
-20%
                                                                                                            ▪   Focus on growing categories such as food delivery and
-30%                                                                                                            medicine. Uber is also in talks with GrubHub

                                                                                                            ▪   Favourable micro-mobility legislation: The UK government
-40%                                                                                 San Francisco, $8.4B       is planning a £250m investment in its cycle lanes and plans
                                                                                                                to fast track e-scooter trials. Transport of London planned
-50%
                                                                                                                to make London one of the largest car-free zones in any
-60%
                                                                                                                capital city in the world

                                                                                                            Challenges
-70%

                                                                                                            ▪   Due to lockdown and social distancing, the demand for on-
-80%                                                                                                            demand passenger rides has plummeted
   18 Nov 19 13 Dec 19 07 Jan 20 01 Feb 20 26 Feb 20 22 Mar 20 16 Apr 20 11 May 20
                                                                                                            ▪   Lyft and Uber lay off almost 1,000 and 3,500 staff,
                                                                                                                respectively.
Source: Dealroom.co and Google Finance as of May 15 2020.

Page / 22    The Future of Online Marketplaces | 2020 Edition
The digitisation of consumer markets

Mobility platforms have created value of over $200 billion so far, mostly by ride hailing
companies like Uber, Didi and Lyft.

                                                                                            Car sales /                                                        Sharing/
                                                                 Hailing                                      Micro-mobility          Long distance
                                                                                             iBuying                                                         Subscription
                    Combined market cap of
                         top-10 companies                        $156B                          $23B                 $8B                     $6B                   $4B

                                         Examples

                                                                                                              Cities embrace micro-
                                                                                           Consumers seek                             People avoid shared/   People avoid public
                                  Opportunities           Expand into delivery
                                                                                              liquidity
                                                                                                                mobility to reduce
                                                                                                                                         public transit            transit
                                                                                                                    congestion

                                                           Reluctance to share
                                                                                                                                        Social distancing     Social distancing
                                       Challenges          More working from             Macro deteriorates    Hygiene concerns
                                                                                                                                         becomes norm             Hygiene
                                                                  home

Source: Dealroom.co for private . Yahoo Finance for public market cap data as of May 16 2020.

Page / 23    The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

Urban landscapes are changing fast. Mobility platforms have been sprawling.
                                                          EUROPEAN VC INVESTMENT                        AMERICAS   EUROPE   ASIA
                                                                                                $375M
                                                                                        $259M

            Micro-mobility                                                      $46M
                                                   $6M          $17M    $32M

                                                  2014          2015    2016    2017    2018    2019

                                                                                        $471M

                 Mobility                          $74M
                                                                        $166M   $140M           $135M
                                                                $40M

                                                   2014         2015    2016    2017     2018    2019

                                                                                        $140M

                                                                                                 $79M
             Car sharing /                                              $42M    $41M
                                                                $19M
               renting                             $10M

                                                   2014         2015    2016    2017     2018    2019

                                                                                                $986M

            Long distance                                       $273M                   $299M
                                                  $145M                 $164M
                                                                                $40M

                                                   2014         2015    2016    2017     2018    2019
Source: Dealroom.co.

Page / 24    The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

  European households spend 91% of transportation ($1.2 trillion) on car ownership,
  while keeping the car idle 90% of the time.

                 Car ownership is expensive:                                                                                Cars: 78% of distance travelled
                 91% of transportation costs                                                                                       and 62% of trips (1)
                                                $1.2T
  Public transport,                                                                                              Biking ▶        2%                    1%
 taxis, ride-hailing ▶                          $0.1T                                                  Public transport ▶        9%
                                                                                                                                                      16%
                                                                                                                                                       3%
                                                                                                              Walking ▶          26%
Fuel & maintenance ▶                            $0.7T
                                                                                                                                                                     ~60% of car trips
                                                                              91% =
                                                                                                                                                                     are less than 8 km (1)
                                                                              $1.1 trillion spending
                                                                              on car ownership                                                        78%
                                                                                                                 Cars ▶          62%                                 We could see car
                                                                                                                                                                     trips increase as
              Purchase ▶                        $0.4T                                                                                                                consumers avoid
                                                                                                                                                                     shared mobility.

                                            Expenses                                                                            Trips           Distance travelled

  Source: Dealroom analysis of Eurostat and Department of Transportation (UK) data.
  1. Department of Transportation of The United Kingdom (2018). NHTS data for USA.

  Page / 25    The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

Cities are looking to optimise for clean, congestion-free transport.
micro-mobility could prove a green option for social distanced travel.
                                                                 Carbon emissions
                                                        (in gram per kilometre per passenger)
                                                                                                                             ▪ cities including Paris and London have unveiled
               Walking                                                                                                         ambitious plans to reduce car congestion
                                                                                                                             ▪ Significant gains by transitioning to greener
            Bike/eBike                                                                                                         version within same modal

            Tram/train                                                                                                       ▪ eScooters are greener than most alternatives

                                                                Traditional
                                                                                                                             ▪ Early reports suggest eScooters replace cars in a
               Scooter                 eScooter                                                                                third of cases. Often combined with public
                                                                  scooter
                                                                                                                               transport. In the US, one out of every three car
                     Bus                  eBus                                Diesel bus                                       trips is less than two miles long

                      Car
                                                                                                                             ▪ Governments can restrict car use but need to
                                                        Plug-in-hybrid                     Gasoline car
                                                                                                                               provide alternatives
              Airplane                                                         Long-haul                  Short-haul         ▪ Train and eBus are much better than flying

                            –                      50             100            150        200               250      300

Source: Dealroom.co, Lufthansa report, Sifted.eu

Page / 26    The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

The industry is preparing for possible “peak car” happening in the next five years,
absorbed by sharing services. Incumbents need a platform strategy.
                                                                                                                             Mai
                                                                                                                               sh
                                                      Peak car scenarios                                     Car hailing
                                                                                                                             bike
                        Cars in use in Europe
                                                                                                                              Wh
                                                                                                                              Na
                                          Peak car: 2022-2025              360M Historic trend                                sel
                                                                 296M                                        Car sharing
                          264M                                             285M ING Bank ‘19 scenario

                                                                               -   Regulation & taxation
                                                                               -   Car sharing & hailing
                                                                               -   Micro-mobility
                                                                               -   Autonomous driving
                                                                                                           Scooter sharing

                                                                           58M RethinkX scenario

                                                                                                            Bike sharing
                          2014                           2018           2035

Source: Dealroom.co, Eurostat, RethinkX, Drake Star, ING Bank.

Page / 27    The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

Autonomous driving could become a game changer for mobility and mobility
marketplaces.
                  ▪ 80% of top 10 manufacturers plan highly autonomous vehicles   ▪ >40% of models announced by 2021 will have electric powertrains
                         ▪ Truck platooning on the road expected by 2022                          ▪ Cars becoming more connected

                                                       Autonomous cars                                 EV charging infrastructure

                                                                                                         Vehicle cyber security

                                                      Autonomous trucks

                                                                                                            Car connectivity

Source: Dealroom.co.

Page / 28   The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

As electric vehicles go mainstream and autonomous driving gradually becomes
prevalent in more places, the entire value chain is impacted.

                Car                              Distribution                                Maintenance   Used car
                                                                Insurance   Fuel   Parking
            manufacturing                        & financing                                  & services    sales

Source: Dealroom.co.

Page / 29   The Future of Online Marketplaces | 2020 Edition
Mobility in a jam?

The main players are relatively young, but well capitalized and equipped to scale
internationally.
                                                                 (1)
                                                                                            Acquired
                                                                                            Jan 2020

       Year founded                                2017                        2017                      2018                2018                  2018                 2018              2018

                       HQ                          USA                         USA                     Germany             Sweden                Germany              Germany         Netherlands

            Total equity
                                                  €706M                       €627M                      €55M               $136M                 $136M                 €65M              €50M
                funding

              Estimated
                                                  1,400+                      1,100+                     400+                400+                  500+                  70+               90+
             employees

    Estimated rides
                                                                                                          2M                 15M                   18M+                 1.5M                -
     (since launch)

               Cities (#)                          120+                        100+                       33                  30                   60+                   14                 4

                                 USA, Argentina, Australia, Austria,
                                 Belgium, Brazil, Bulgaria, Canada,         USA, United
                                                                                                                                            Germany, France,
                                  Chile, Colombia, Czech Republic,      Kingdom, Portugal,                              Portugal, Spain,
                                                                                                    Portugal, Spain,                          Spain, Austria,
                                     Denmark, Finland, France,             Spain, France,                              France, Germany,                            Portugal, Spain,
              Countries                                                                               France, Italy,                       Switzerland, Belgium,                      France, Italy,
                                 Germany, Greece, Hungary, Israel,        Germany, Italy,                              Austria, Denmark,                           France, Austria,
               (names)                                                                             Belgium, Germany,                         Norway, Sweden,                            Belgium,
                               Italy, Mexico, New Zealand, Norway,     Israel, Poland, Chile,                          Norway, Sweden,                                Denmark
                                                                                                    Norway, Sweden                          Denmark, Finland,
                                     Poland, Portugal, Romania,          Sweden, Austria,                                   Finland
                                                                                                                                                    UAE
                                   Singapore, South Korea, Spain,             Belgium
                                   Sweden, Switzerland, UAE, UK
Source: Dealroom.co
1. Excludes the numbers for JUMP bikes

Page / 30     The Future of Online Marketplaces | 2020 Edition
SECTION 4

Housing: searching for the
key to digitally unlock the
world’s #1 consumer market.
Housing (mortgage, rent, maintenance, energy) is the #1
household expense. People already look for properties
online, but the rest of the market is ripe for innovation.
Fractional ownership and iBuying are slowly changing that.
Housing shortages, inaccessibility to home ownership and
sustainability are key themes.
What’s next in Real estate?

Innovative models removing friction such as iBuying have quickly become a main
category of real estate marketplaces.

                                                                Fractional ownership €1B
Source: Dealroom.co

Page / 32   The Future of Online Marketplaces | 2020 Edition
What’s next in Real estate?

Innovative models removing friction such as iBuying have quickly become a main
category of real estate marketplaces.
Share price performance
                                         January 31                                                          Challenges
                                                                                       Seattle, $10B
   60%
                                                                                                              ▪   According to Zillow: New listings are down 39% YoY. For
                                                                                                                  high-end homes the lists are 46% down.
   40%
                                                                                                              ▪   Rightmove and Zoopla listings started to increase again
                                                                                       Seattle, $2.4B
                                                                                                                  as of April 18 2020. Still far from pre-covid19 levels, but
   20%
                                                                                                                  there is positive sentiment across agents.

     0%
                                                                                       Shirley (UK), $136M
  -20%                                                                                                       Opportunities
                                                                                                              ▪   Web traffic is returning to pre-covid19 levels.
  -40%
                                                                                       London, $5.3B          ▪   Consumer seeks liquidity
  -60%

  -80%

 -100%
     18 Nov 19        18 Dec 19    17 Jan 20       16 Feb 20   17 Mar 20   16 Apr 20
Source: Dealroom.co

Page / 33   The Future of Online Marketplaces | 2020 Edition
What’s next in Real estate?

US-based iBuyers are well capitalized compared to their European counterparts.
                                                 Last valuation (1)    Total equity funding    Age & Location         Number of metro areas in operation   Has Trade-in program

                                                    $3.8B / Series F          $1.5B           2014 / San Francisco                     21

                                                          $1.0B               $435M             2015 / New York                        7                           Yes

                                                   $1.7B / estimate           $363M            2015 / Gilbert, USA                     12                          Yes

                                                                                                  2006 / Seattle
                                                     $1.8B / public           €124M                                                    10
                                                                                              Entered iBuying: 2017

                                                                                                  2005 / Seattle
                                                     $7.8B / public           €79.1M                                                   21
                                                                                              Entered iBuying: 2018

                                                 £80-120M / estimate          €77.6M             2015 / London                     1 (London)

                                                   €210M / estimate            €35M              2017 / Madrid                         3

                                                 €80-120M / estimate          €29.1M              2017 / Milan                 2 (Milan and Rome)

                                                  €56-84M / estimate          €18.7M            2017 / Barcelona                       3

                                                 €48-72M / estimate           €13.7M             2017 / Helsinki                       7

                                                 €80-120M / estimate           €1M                2016 / Paris                      1 (Paris)

Source: Dealroom.co
1. Private valuations are based on Dealroom’s estimate.

Page / 34    The Future of Online Marketplaces | 2020 Edition
What’s next in Real estate?

The created value by fractional ownership marketplaces remains relatively small,
but the application of blockchain would accelerate growth in the space.

                                                                                                                       First wave:
                                                      Location       Year founded   Total funding(1)      Type
                                                                                                                       • Illiquidity of real estate market: large upfront capital
                                                            USA          2013            $111M             Loan          requirements and regulations for investing abroad.
                                                                                                                       • Marketplaces have facilitated asset-backed lending
                                                                                                                         and investing, which has brought some transparency.
                                                       Germany           2014            $65M              Loan

                                                             UK          2014            $29M          Loan & Equity
                                                                                                                       Second wave:

                                                                                                                       • Blockchain will speed up tokenization of real estate
                                                            USA          2013            $27M          Loan & Equity     assets and enable seamless transactions of ownership.
                                                                                                                       • It will also lower the transaction costs and settlement
                                                                                                                         time.
                                                             UK          2010            $16M          Loan & Equity   • Smart contracts and easy ID verification.

                                                           Estonia       2013            $1.4M             Loan

                                Other

Source: Dealroom.co
1. Publicly disclosed equity funding data.
2. Publicly disclosed information on provider’s website.

Page / 35       The Future of Online Marketplaces | 2020 Edition
SECTION 5

Healthcare: 10 years of
change have happened in a
few weeks.
Consumer healthcare, heavily regulated, is increasingly
embracing telemedicine, AI, connectivity and predictive
diagnostics. A trend started by pressures from ageing
populations, spiralling costs and staffing shortages, has
been accelerated by the pandemic.
What’s next in consumer healthcare?

Consumer healthcare startups have a combined value of $68 billion which is still
small compared to the overall market opportunity.

Source: Dealroom.co

Page / 37   The Future of Online Marketplaces | 2020 Edition
What’s next in consumer healthcare?

Consumer healthcare startups have a combined value of $68 billion which is still
small compared to the overall market opportunity.
Share price performance                                                                                         Opportunities
                                      January 31
 500%                                                                                  Mountain View, $5.8B
                                                                                                                ▪    COVID19 forced governments and patients to reimagine
                                                                                                                     how healthcare is delivered, pushing telemedicine into
                                                                                                                     the mainstream.
 400%

                                                                                       Frauenfeld (CH), $1.6B   ▪    Years of digitization in a matter of weeks: Doctolib
                                                                                                                     surveyed its customers: 74% of doctors said they’d
 300%
                                                                                                                     continue using video consultation after the pandemic
                                                                                                                     passes, and so did 80% of patients. In March Teladoc
                                                                                       Venlo (NL), $1.3B             reported 15,000 requested visits per day (50% increase).
 200%

                                                                                                                ▪    Remote monitoring used to detect and treat patients
                                                                                                                     prematurely is here to stay. Demand for product
 100%
                                                                                                                     offerings such as Livongo surge amid COVID19.
                                                                                       Purchase (USA), $13.7B
   0%                                                                                                           Challenges
                                                                                                                 ▪   Increased competition from unconventional players
-100%
                                                                                       Shanghai, $15.5B              such as Apple, Google and Zoom.

                                                                                                                 ▪   Non-Covid healthcare takes a big hit
-200%
    18 Nov 19     18 Dec 19       18 Jan 20       18 Feb 20    18 Mar 20   18 Apr 20

Source: Dealroom.co

Page / 38   The Future of Online Marketplaces | 2020 Edition
What’s next in consumer healthcare?

Healthcare is among the least digitised industries.But for some areas, Coronavirus
has forced 10 years worth of change in a matter of weeks.
                       Ageing population                        Connectivity and AI change the game in
                Staffing and funding shortages                       diagnostics and prevention          Breakthroughs in drug discovery and
              Governments starting to embrace                            Data collection & AI                       treatments
            technology, make room for innovators                  Pre-emptive & remote monitoring

                   Telemedicine & online booking                              Diagnostics                       Drug development with AI

                                  Pharmacies                            Connected health sensors                       Genomics

Source: Dealroom.co.

Page / 39    The Future of Online Marketplaces | 2020 Edition
What’s next in consumer healthcare?

Consumer booking apps now allow for instant access to information and service.
                                                                                                                                                                                       Others
                Founded                     2007                 2014              2014                    2013                   2011                           2013

                 Funding                   $223M                 $900M            $244M                   $267M                   $140                          $635M

               Valuation                    $1.8B                $7.5B       $926M / estimate             $1.1B             $528M / estimate                     $2.0B

                  Booking                     V                                      V                      V                      V

            Telemedicine                                           V                 V                      V                                                      V

                   AI help                                         V                                                                                               V

     SaaS for doctors                                                                                       V                      V

                  Pharma                                           V                 V

                                                                                                                         Poland, Turkey, Spain,
                                                                                                                                                          UK, Rwanda, Canada
                                                                                                                          Italy, Czech Republic,
               Countries                    USA                  China   Nordics, France, UK, Spain   France, Germany
                                                                                                                        Mexico, Brazil, Colombia,
                                                                                                                                                    to expand in: USA, China, Middle
                                                                                                                                                                  East
                                                                                                                           Argentina and Chile

    App downloads (1)                                            265M              1,2M                                                                          1.2M

Source: Dealroom.co
1. Sensor Tower, when available.

Page / 40     The Future of Online Marketplaces | 2020 Edition
SECTION 6

The future of work has
become… just work.
The rise of freelance, gig & passion workers means a
growing share of workers relying on match-making and
distribution platforms for income as they work from home.
Working from home creates a level playing field for
freelancers and passion economy.
The future of work & education

Online job markets are dominated by LinkedIn and Indeed globally, and regionally
by dominant local job portals.

Source: Dealroom.co

Page / 42   The Future of Online Marketplaces | 2020 Edition
The future of work & education

Online job markets are dominated by LinkedIn and Indeed globally, and regionally
by dominant local job portals.
Share price performance
                                       January 31                                                            Opportunities
 100%
                                                                                        Tel Aviv, $1.8B       ▪   Freelance platform Fiverr is at an all time high ($1.9B
                                                                                                                  market cap) after posting strong Q1 results and gave a
   80%
                                                                                                                  positive outlook

   60%                                                                                                        ▪   Working from home levels playing field for freelancers
                                                                                        Santa Clara, $1.6B

   40%

   20%
                                                                                        Sydney, $182M
                                                                                                             Challenges
    0%
                                                                                                             ▪    Hiring has slowed down significantly
  -20%
                                                                                         Tokyo, $52M         ▪    Freelancers might look for stable jobs again and
                                                                                                                  temporarily stop on-demand projects
  -40%

  -60%
     18 Nov 19        18 Dec 19    18 Jan 20        18 Feb 20   18 Mar 20   18 Apr 20

Source: Dealroom.co

Page / 43   The Future of Online Marketplaces | 2020 Edition
The future of work & education

162 million independent workers in the USA & Europe earn ~$3 trillion per year. That’s 20-
30% of the total workforce, which could approach/exceed 50% within the next ten years.

                                                                                        The rise of freelance workers                                                 Growth drivers:
                                                                                             (USA plus Europe)
                                                                                                                                                                      ▪ 42% of millennials (18-34) work freelance
                                                                                                                                                                        (Upwork). Millennials will form 75% of the
                                                                                                                                  685M
                                                                                            648M                                                                        global workforce by 2025

     Independent workers today                                                                                                                                        ▪ The number of independent workers in the
                                                                                                                                                                        European Union rose by 24% between 2008
     ▪ 20-30% of workforce in USA &                                                                                           Employees                                 and 2015, from 7.7 to 9.6 million (1). The gig
       Europe, including freelance and gig                                                                                                                              economy in the UK doubled in size between
                                                                                       Employees
       economy (=162M people)                                                                                                                                           2016 and 2019. It now comprises 4.7 million
                                                                                                                                           Freelance could increase
                                                                                                                                                                        workers (2)
                                                                                                                                           to >50% of workforce,
     ▪ On average, work 17 hours per week                                                                                                  according to Upwork
       and make $20-25 per hour.                                                                                                                                      ▪ The Intuit 2020 Report estimated that 80% of
                                                                                                                              Freelance                                 large corporations plan to increase the use of
     ▪ Implies $1.3 trillion earnings in USA                                                                                   >300M+                                   freelancers in the coming years
       and another ~$1.5 trillion earnings in                                           Freelance                              >50%+
       Europe                                                                             162M                                                                        ▪ Rise of freelancers earning $1M (Passion
                                                                                         20-30%                                                                         Economy)

                                                                                            2017                                   2027

Source: Mix of data from Upwork (USA data, and 2027 projections), McKinsey (USA & Europe status quo data) and assumptions by Dealroom.co
1.   IPSE
2.   TUC & University of Hertfordshire

Page / 44      The Future of Online Marketplaces | 2020 Edition
The future of work & education

Changing workplace: repetitive work is automated, talent is re-trained and better
matched with employers, even remotely. Covid-19 will accelerate those trends.

                                                                              Skills mismatch & reschooling need.
                 Need to better match supply & demand.
                                                                              University degree losing importance.
                           War for top talent.
                                                                                      Student debt crisis.

                      Source candidates:                       Jobs search:     Get inspired:             Courses:

                                                                                Reschooling:

                      Distributed teams:                       Automation:

Source: Dealroom.co

Page / 45   The Future of Online Marketplaces | 2020 Edition
The future of work & education

As the job market slows due to recessionary pressures, vertical job marketplaces will play a
major role in the rehiring process. Specialized product features can make the hiring process
more cost-effective and improve matching.
                  Hospitality                                  Retail   Healthcare   Software   Construction

Source: Dealroom.co

Page / 46   The Future of Online Marketplaces | 2020 Edition
The future of work & education

  Match-making is expanding from gig-economy to passion economy.
                                                                                    Podcasting
                                                    Sell your courses:

                   Passion                                                               Photography

                  economy
                                                                              Publish your content:
                                                                 Teach:

                                                                                                      Experts:

Salary        White collar /
                   experts
                                                                                                                                              Programming:
                                                                    Search:                      Freelance:

                                                                                                                                Tasks:
                                                                                                                                            Healthcare/nurses:

                                                                                              Hospitality:
                Blue collar
                                                                                                                      Riding:

                                                      Informational value                  Transactional & match-making                  Full-stack

  Source: Dealroom.co
                                                                                              Vertical integration
  Page / 47   The Future of Online Marketplaces | 2020 Edition
SECTION 7

Education
What’s next for education?

EdTech startups had a surge in usage during Corinavirus, but what happens when
students go back to campus?
Share price performance
                                      January 31                                                          Opportunities
    80%
                                                                                Santa Clara, $7.8B         ▪   The pandemic has forced hundreds millions of students
    60%
                                                                                                               to learn from home, putting tech companies at the
                                                                                                               forefront of making remote education possible

    40%                                                                                                    ▪   Push towards remote learning
                                                                                Herndon (USA), $985M
                                                                                                           ▪   Intensive Bootcamp learning model gained momentum
    20%

      0%
                                                                                Farmington (USA), $2.9B
                                                                                                          Challenges
    -20%
                                                                                                          ▪    Retain users as social distancing goes away. Convert
                                                                                                               freemium users.
    -40%

                                                                                                          ▪    Some households lack technology to access remote
    -60%                                                                                                       learning

                                                                                                          ▪    Established schools move curriculum online
    -80%
      22 Nov 2019 22 Dec 2019 21 Jan 2020 20 Feb 2020 21 Mar 2020 20 Apr 2020

Source: Dealroom.co

Page / 49   The Future of Online Marketplaces | 2020 Edition
What’s next for education?

Following COVID-19, the lines are now blurred between physical and digital
classrooms.
        Access to learning materials on-demand
                                                                    Interactive learning materials
           Using video to maximize student                                                                Promote student collaboration
                                                               Personalised and tailor-made curriculum
                     achievements                                                                        Guide self-discovery and student
                                                                         for maximum impact
         Mentoring becomes more important                                                                          engagement

                       Online learning platforms                           Gamified learning               Knowledge sharing & Collaboration

                         Mentoring & Tutoring

                                                                           AI-driven learning

                        P2P knowledge sharing                                                                     Student assessment

Source: Dealroom.co.

Page / 50   The Future of Online Marketplaces | 2020 Edition
What’s next for education?

In the USA, tuition fees have massively outpaced salaries. Meanwhile, concerns arise
whether university is best preparation for today’s workplace.

                                                                         2.8x Public university tuition fees

                                                                         2.4x Private university tuition fees

                   1.0x                                                  1.2x Early career salaries
                                                                         1.0x Minimum wage

                  1987                                         2004   2016

Source: Dealroom.co.

Page / 51   The Future of Online Marketplaces | 2020 Edition
The meteoric rise of Lambda School, the Income Share Agreement based coding school
What is Lambda?                    Founded in 2017 by Austen Allred. Backed by Y-                               The meteoric rise of Lambda School
                                   combinator, Bedrock. Total funding of $44 million
What does it do?                   Trains people to be software engineers for free in          Employees
                                   exchange for a share of future income. Share typically is
                                   17% for 2 years (applicable only when annual gross                                                                          806
                                   income is above $50k). ISA is available only to students
                                   living in the USA.
                                                                                                                                                   554
How big is it?                     2,700+ students enrolled as of 2019, and growing at 10
                                   percent a month. In 2019 increased lifetime earnings by
                                   $945 million. Lambda intends to enroll 10K students in
                                                                                                                        216         252
                                   2020, which implies $300M in ISAs.
                                                                                                           73
Why is it interesting?             University model is failing students. Model could
                                   possibly solve skills mismatch $1.5 trillion student debt
                                   market. 40% of student borrowers are expected to
                                   default by 2023. The average student debt for college               2017                         2018                       2019
                                   graduates is $29k.                                              Launched in San            Increased course           Expand in Europe
Who else does ISAs?                Universities: Purdue University, University of Utah,           Francisco with 1 6-         offering following          and Canada, and
                                   Clarkson University                                              month course.              Seed & Series A            offer courses on
                                   (Online) courses: Make School, IronHack, General                  Backed by Y-                                          cybersecurity
                                   Assembly                                                          combinator                                          following Series B
                                   Business loans: Uncapped, Pioneer

 Page / 52   The Future of Online Marketplaces | 2020 Edition
What’s next for education?

Lambda intends to enroll 10K students in 2020, which implies $300M in ISAs. That
would mean Lambda's market share is around 50%.
  Total value of new Income-sharing agreements in the USA                            Companies offering Income-sharing agreements

                                                                                                   Location       Year founded   Total funding
  $600M

                                                                                                    New York          2011           $154M

  $450M                                                                                           San Francisco       2017           $48M

                                                                                                  San Francisco       2012           $15M

  $300M
                                                                                                  San Francisco       2013           $13M

  $150M                                                                                              Madrid           2013            $7M

                                                                                                    Berkeley          2017            $4M

     $0M
                   2015              2016              2017     2018   2019   2020       Other

Source: Dealroom.co and Edly.

Page / 53    The Future of Online Marketplaces | 2020 Edition
Methodology

Methodology.

            Venture capital investment                                Valuation                                             Data source
            Investment numbers refer to venture capital               The combined valuation of startups based on their     Dealroom’s proprietary database and software
            investment rounds such as seed, series A, B, C, ….        market cap or latest transaction value. Transaction   aggregate data from multiple sources: harvesting
            late stage, and growth equity rounds                      value is realised from exit or implied unrealised     public information, user-generated data verified by
                                                                      valuation from the latest VC round, which is either   Dealroom, data engineering. All data is verified and
            It excludes debt or other non-equity funding, lending     announced or estimated by Dealroom based on           curated with an extensive manual process
            capital, grants and ICOs                                  market-based assumptions for dilution.
                                                                                                                            Most underlying data from the report is available
            Buyouts, M&A, secondary rounds, and IPOs are                                                                    online via https://startupmap.iamsterdam.com/
            treated as exits: excluded from funding data
                                                                                                                            For more info please visit dealroom.co or contact
            Investment rounds are sourced from public                                                                       support@dealroom.co
            disclosures including press releases, news, filings and
            verified user-submitted information

Page / 54      May 2020 | startupmap.iamsterdam.com
Identify the world’s most promising companies.

       Ivan Draganov            Lotf Belych            Laura Rodriguez                     Daniel Cavallari              Matteo Renoldi
     Marketplaces Lead         Fintech Lead            Healthtech Lead                 Tech Ecosystems Lead                Energy Lead
Ivan.draganov@dealroom.co   lotf@dealroom.co         laura@dealroom.co              daniel.cavallari@dealroom.co   matteo.renoldi@dealroom.co

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