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On The Road Again Mobility Observations And Predictions

September 2020 / Confidential

Jefferies LLC Member SIPC The information provided in this document, including valuation discussions, represents the views of Jefferies Investment Banking. There is no assurance that the views expressed herein will be consistent with the views expressed by Jefferies Research or its Analysts. Nothing in this document should be understood as a promise or offer of favorable research coverage. Jefferies LLC / September 2020 Pre-COVID Commuters Cared About Four Things

1) Experience 2) Price 3) Privacy 4) Speed

Comfort Loyalty programs Social group v. Wait time Convenience Perks Solo commute Number of stops

Location tracking & data collection

Image sources: Fox , VRBO, and . Jefferies LLC / September 2020 1 Creating A Race To Become An Integrated Mobility Solution Provider

Public Personal Long Distance

Rental / Ride- Company Train Ferry Scooter Bike AV Bus Train Car Air Share Sharing

Didi Autonomous × × × Driving × × × × × × × × (1) Route Guidance Only × × × × × × × × × In-App Public Feature(2) × × × ×

OLADrive OLASHARE OLABIKE OLAFLEET × × × OLARENTAL ×

In-App Public Transit Feature(3)

Bus(3)

(1) Ride-Service Providers include: Bitaksi, BlaBlaCar, Cabify, , Chauffeur Prive, , Go-jek, , JapanTaxi, Juno, , Meru Cabs, MyTaxi, , , 99, and . (2) Launched in select cities, Santa Monica is the only explicitly disclosed city with the “Transit” feature. (3) Currently only available in Denver, , San Francisco. Jefferies LLC / September 2020 2 Covid: Massive Decline In Transit Created By Quarantine and Fear

Transportation Nearly Halted With Shelter In Place

Case Study – Seattle Mobility Index % of the city moving compared to usual(1)

120%

100%

80%

60%

40%

Trough of 5% 20%

0% Feb-20 Mar-20 Apr-20 May-20

Source: Citymapper, TomTom. (1) Typical usage period is defined as 4 weeks between Jan 6 and Feb 2, 2020.. Jefferies LLC / September 2020 3 Disadvantaging High-Volume Transit...

Illustrative Human Interactions Per Day By Modality

= 1 Human Interaction

Personally Owned Shared Ride Share / Bus / Subway / Vehicle Scooter / Bike Taxi(1) Train

• More difficult to sanitize • Solo rides • Solo rides • Crowded • Enclosed space • Assurance of • Few surfaces to • Contained space • No knowledge of cleanliness and sanitize Unavoidable communal previous passenger safety • Open environment surfaces history

Note: Data provided is illustrative. (1) Assumes 12 trips per day, per the New York Taxi Workers Alliance. Jefferies LLC / September 2020 4 …Creating Substantial Friction In How We Commute Case Study – Where Will New York City Riders Go?

Daily Weekday NYC Former Public Transit Riders 7.2M Public Transit Riders(1) 3M

Current Non-Public Estimated Minimum Transit Commuters (40%) Rider Attrition Rate(2) 1.8M

Decrease of 3M Daily Riders From Public Transit

The Biggest Cities Will Be The Most Impacted

Source: MTA NYC, U.S. Census Bureau, and news articles. (1) 2018 average weekday ridership. (2) McKinsey estimates. Jefferies LLC / September 2020 5 Mobility Networks: Diversifying, Expanding, and Increasing Efficiency Reopening State of the Markets Restricted

Asia North America

Diversifying From Core Expanding Operations Focusing On Profitability

◼ Movement to diversify away from a single revenue ◼ Select networks are expanding while market heats up ◼ North American powerhouses are focusing on stream — This year has introduced grocery delivery increasing operational efficiency with an eye on — Didi launching a grocery delivery service in China services, eScooters, and eBikes throughout it’s profitability European markets — acquired Moka, a mobile point-of-sale — Lyft aims to remove ~$300M from annual startup, April — Cabify has expanded services to several more expense run-rate through 17% workforce Spanish cities, aiming to have national coverage — Grab is focusing on financial services as it reduction, furloughs, etc. recently released the GrabPay Card and within two years — Uber has unloaded unprofitable segments such acquisition of Bento Invest, a robo-advisory — launched its mobility services in as its Eats and Jump assets startup , integrating the services of former ◼ Aggregate capital raised: $1.4B since May acquisition, Kapten — Ola’s acquisition of Etergo, an e-scooter manufacturer, with plans to launch its own — Gett announced a partnership with eBay to scooters next year provide same-day delivery service in Israel ◼ Aggregate capital raised: $2.05B since April — Yandex is in discussions to purchase Uber’s share of Russian JV ◼ Aggregate capital raised: $210M since May

Source: Wall Street research reports and industry reports. Jefferies LLC / September 2020 6 While Profitability Timing Has Been Pushed Out Further

YTD Stock Price Index YTD Forward Revenue Multiple

60% 6.0x

40% 5.0x 4.8x

20% Nasdaq 4.0x 13.2% 12.0% 0% 3.0x 2.7x

-20% 2.0x

-40% (37.8%) 1.0x

-60% 0.0x Jan-20 Feb-20 Mar-20 Apr-20 May-20 Jun-20 Jul-20 Aug-20 Sep-20 Jan-20 Feb-20Mar-20 Apr-20 May-20 Jun-20 Jul-20 Aug-20 Sep-20

Metrics ($M) Pre-Covid Current Pre-Covid Current

2021 Revenue $23,387 $17,959 $5,733 $3,777 2021 EBITDA Margin 0.3% (1.8%) (2.7%) (7.6%) Profitability Timeframe Q4 2020 Q3 2021 Q4 2021 Q1 2022 Price Target (Implied Upside) $45.0 $42.6 (+23.6%) $62.0 $40.7 (+47.95%) Buy / Sell / Hold Breakdown 68% / 32% / 0% 84% / 3% / 13% 69% / 28% / 3% 56% / 0% / 44%

Source: Earnings transcripts, Wall Street research, and Capital IQ as of 9/25/20. (1) Represents peak in February 2020. Jefferies LLC / September 2020 7 Predicting The Future

Image sources: Adobe. Jefferies LLC / September 2020 8 Predictions

1 Migration To “Safer” Modes Of Transportation Underway

2 The Biggest Cities Will Be The Most Impacted

3 Auto eCommerce Will Grow Exponentially

4 Accelerating Adoption Of Technology & New Services To Ensure Safety

5 Driving Cities To Alter Their Infrastructure…

6 …And Expand Partnerships With Mobility Providers

Jefferies LLC / September 2020 9 China Has Reopened While the Rest of the World Catches Up

China vs. U.S. Since Shutdown Global Change in Traffic Since Reopening

120 Congestion Index Since Shutdown Traffic Congestion Index(1) (YoY Change) T = Shutdown T = Reopening Reopening State of Markets Restricted 100 9%

80 -15% -15%

60 -42%

Congestion Level Congestion -50% -56% 40

T+0 T+10 Today

20 April May 4 May 27 18

May 4 May June 18 8

0

T=0 T+1 T+2 T+3 T+4 T+5 T+6 T+7 T+8 T+9

T+11 T+12 T+13 T+14 T+15 T+16 T+17 T+18 T+19 T+20 T+21 T+22 T+23 T+10 Date Severe Restrictions Were Lifted Number of Weeks Since Shutdown

Source: TomTom and Wall Street Research as of 8/30/2020. (1) The congestion index analyzes how long a trip would take compared to baseline uncongested conditions. Jefferies LLC / September 2020 10 1 A Change Is Underway In How We Commute Trough(1)

Legend Current

Current Transportation Recovery

Shortest Time to Recovery Longest

Intracity Travel Ridehailing Public Transit Domestic Air International Air 100% 100%

(2%) (2%)

(50%) (75%) (77%) (90%) (90%) (90%) Intracity Travel Ridehailing Public Transit Domestic Air International Air

(38%) (44%) (54%) (70%) (68%) (74%) (94%) (90%) (95%) (90%)

Source: Wall Street research, News articles, Second Measure, TSA, Bureau of Transportation Statistics, The Wall Street Journal, Time, Jefferies Equity Research and BBC (1) Trough for China defined as late January. Trough for U.S. defined as late March / early April Note: Data from North America, Europe, China, Japan Jefferies LLC / September 2020 11 2 The Biggest Cities Will Be The Most Impacted

Slowing Growth In …Leading to Expectations for Suggesting an Increasing the Biggest U.S. Cities… Growth in Small to Mid-tier Cities Reliance on Vehicles

Annual Change In US County US Urban Population by Size Class Average % Drive to Work 2.0% Population 400,000 Vehicle Ownership

76 1.7 % 350,000 Small and mid- sized cities continue to expand 1.5% 300,000 2 cities

250,000 2 cities 50 8 cities 1.1 %

1.0% 7 cities 200,000

2 cities 45 cities 1 city 150,000 36 cities

30 cities 0.5% 50 cities 100,000 43 cities 25 cities

50,000 28 cities 56 cities 53 cities 0.0% '10 - '11 - '12 - '13 - '14 - '15 - '16 - '17 - '18 - 0 '11 '12 '13 '14 '15 '16 '17 '18 '19 1990 2018 2030E Urban Core Mature Suburbs <500k 500-1,000k 1-5m 5-10m 10m Large Cities Mid-Sized Large Cities Mid-Sized Emerging Suburbs Exurbs Cities Cities

Source: Wall Street research, Redfin, U.S. Census Bureau, Brookings Institute. Jefferies LLC / September 2020 12 3 Auto eCommerce Will Grow Exponentially

Automotive Transactions Remain A Massive Investors Remain Bullish on Digital Providers Untapped Market NTM Revenue Multiple YTD Stock Price Index Lead Gen: 10.7x Digital Providers: 5.0x Traditional Dealers: 0.8x 70% 50% 48% ~$1T 30% 14% 10% (1%) (10%) 3.6% (30%) Penetration (50%) in 2019

The Largest Players Are Expanding Footprint And Capabilities

Lead Gen Digital Providers Traditional Dealers

Extending capabilities to dealer and further Geographic and facility expansion Expanding partnerships and dealerships integrating the transaction ◼ Copart opened 10+ new locations in North ◼ CarMax partnered with digital automotive ◼ AutoTrader acquired KeeResources, a provider America and Europe leader Edmunds, aiming to strengthen of software solutions, data and services to the CarMax’s new omni-channel experience automotive industry ◼ Carvana created ~2,000 new jobs over the last year and built new facilities in various cities ◼ Lithia Motors acquired ~10 new dealerships ◼ CarGurus acquired car shopping platform including Cincinnati, Chesterfield, and over the last year Autolist, hoping to drive consumer traffic and Oklahoma City shopper connections for dealers across both sites

Source: Industry research and Capital IQ as of 9/25/20. Note: Digital Providers index is comprised of CPRT,CVNA,VRM. Lead Gen index is comprised of AUTO,CARG. Traditional Dealers index is comprised of KMX,AN,LAD,PAG. Jefferies LLC / September 2020 13 4 Accelerating Adoption Of Technology & New Services To Ensure Safety

LA Metro Replaces Agency-built App With Transit and St Regional Transit Service (RTS) Launches Contactless Louis Metro Transit Payment Goes Mobile With Transit Payment System, Will Restart Fare Collection July 15

NYC Will Use Powerful Ultraviolet Lamps To Kill The Implements Pass System To Curb Virus Causes Coronavirus On Subways And Crowds

✓ Commuter Journey - navigation, reservation, ✓ New Modalities – eMopeds, eScooters, bike ✓ New Infrastructure – EV charging, digital digital payments, automated cleaning share, car share, dynamic public routes parking, data & analytics

Image sources: The Verge and Washington Post. Jefferies LLC / September 2020 14 5 Driving Cities To Alter Their Infrastructure…

Paris region cuts public further in virus fight France is seeking to bolster sales of cars with lower emissions as part of a support package

Taiwan's THSR to cancel non-reserved seats first week of April as virus precaution

City of Las Vegas offers parking options, including free parking downtown

Germany’s COVID-19 Stimulus Prioritizes Low-Carbon Investments

Jefferies LLC / September 2020 15 6 …And Expand Partnerships With Mobility Providers

Cities increasingly seeking network offerings and While Mobility Networks are expanding their offerings partnerships

NY /

▪ New York City allowed Revel to open a new zone in upper Manhattan, expanding their Queens and Brooklyn footprint by Uber acquires Routematch as it drives deeper almost double into public transit in hunt for SaaS revenue

▪ Offering free memberships to healthcare workers ◼ Routematch is an Atlanta-based company that provides software to transit agencies ▪ Offering free partnerships with NYC restaurants for ◼ Routematch’s software provides trip planning, vehicle tracking, payment and tools for fixed route transit like buses as well as paratransit services D.C. /

▪ The D.C. Department of Public Works is partnering with Via to offer public employees rides for official business ▪ Charges incurred through Via will be billed directly to city agencies ▪ Will serve 35,000+ government workers Uber acquires Autocab to push into places its own app doesn’t go

MIA ◼ Autocab sells SaaS to the taxi and private hire / vehicle industry ◼ Autocab has the aim of expanding the utility of ▪ The Miami-Dade Department of Transportation and Public Works its own platform by linking users who open its app in places where it doesn’t offer trips to ended its overnight bus service, instead partnering with Uber and local providers who do Lyft to offer commuters free late-night trips ▪ Particularly seeks to serve essential workers commuting from midnight – 5am

Source: Press releases and news articles. Jefferies LLC / September 2020 16 6 …And Expand Partnerships With Mobility Providers

Mobility Networks Consumer Navigation

LEVs Modes

Car Bus Other

Smart City & Services Ticketing Fleet Management Parking Infrastructure Data

Jefferies LLC / September 2020 17