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Global Mobility as a Service Market: Focus on Business Models, Supply Chain, Case Study, Ride-Sharing, Ride-Hailing, Car-Sharing, Public Transport, Commuter Requirements, Electric Vehicle, Autonomous Vehicles, and Bikes– Analysis and Forecast, 2018-2028

October 2018 | 207 pages | ID: G539AC1FB8B6EN
BIS Research Inc.

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Transportation industry encompasses a wide range of operations within the value network. Private vehicle ownership and public transport system together make up for the majority of the market value. Transportation is a concept which is designed as per the policy implemented by government regulators/authorities in the region. Some of the important criteria which influence the underwriting of regulation for a region can be the socio-economic condition, commuter lifestyle, acceptance of technology, demographic conditions, infrastructure availability, and global economic conditions (such as fossil fuel prices, international trade agreements, environmental challenges, and financial health). The transportation industry is experiencing higher pressure due to the exponential growth in the size (area) and population density of urban cities. The future of transportation industry is digitalization of various operations to enable optimum utilization of resources. Mobility as a Service (MaaS) providers have established a strong foundation for the development of transportation service which can be integrated in multi-direction. MaaS market is a unified part of the global transportation industry. The market trends also suggest that MaaS market will become a leading value generator by the end of 2040.

MaaS is the futuristic form of modern transportation service. The global MaaS ecosystem is a complex network of collaborators, strategists, and technologists. A leading factor of this service is on-demand assured ride with associated value-added features. It also gives the consumers a wide range of choices: types of commute, types of pricing, duration of service, choice of driver, and real-time journey optimization, among others. A local taxi service provider is at the grass root level in the mobility service supply chain. Service providers can easily integrate multi-modal options such as sharing of ride, car or bike and leasing of taxi or car for a time-span. A MaaS platform integrates activities such as journey planning, booking car/ride, journey tracking, payment, and service feedback.

At its core, mobility as a service combines service solution and manufacturing into an end-to-end service package. It collects various types of service requirements, modes, and planning requirements into an efficiently integrated platform to develop commuter interest in using a convenient service. It can cater to a vast customer base, irrespective of the age, gender, or demography of these customers. MaaS operator collects commuter data in the form of journey, locations, and time spent, among others. This data can be optimized by data analytics to draw important service insights. As one of the most valuable assets in the ecosystem, data enable customer-centric solution development. MaaS can penetrate a commuter’s lifestyle without impacting their daily routines.

The digitalization of service industry along with a high penetration of advanced smartphones has led to the acceptance of the mobility as a service market. Further, the development of ICT infrastructure and internet connectivity have resulted in easy accessibility of internet service for more than 65% of the global population. A commuter today prefers to control the services he/she wants, be it partial or complete. The developers of mobility as service supply chain focus on identifying the pain points of a commuter. Mobility service market is highly driven by big data, leveraging the advantage to develop a real-time evolving solution. The future of mobility modes / vehicles is under transformation phase in terms of propulsion technology, autonomous driving (extensive use of driving data, journey, human responses, and robotics), air travel (air-taxi for daily travel), autonomous self-driving mass systems, and high-speed public transport modes, among others.

The report addresses the following questions in the context of mobility as a service market:
  • What is Mobility as a Service (MaaS) market?
  • What is the market structure for MaaS in key countries?
  • What are the major factors anticipated to have a positive or a negative impact on the market during 2018-2028?
  • What are the potential business models for the MaaS operators?
  • What factors have influenced the penetration of MaaS in key countries such as the U.S., the U.K., and Finland?
  • Cost comparison for conventional vehicle ownership vs MaaS?
  • What is the role of autonomous vehicles and electric vehicles in the development of mobility as a service?
  • What are the key activities and innovation in the global mobility as a service market?
  • Which are key players in the MaaS market?
  • What is the global market value forecast for the period 2018-2028?
The market is expected to grow about 56 times from 2018 to 2028. The global mobility as a service market is expected to reach $1.76 trillion, estimated to be one-fourth of the total transportation industry by 2028. MaaS market is expected to penetrate over 40% in the urban mobility requirement by 2028. Major drivers for the MaaS market include the growing demand for on-demand transportation service, extensive role of government in the development of MaaS, and integration platform of mobility service ecosystem, among others. In the recent past, many service aggregators have delivered service to commuters in a cost and time effective manner, leading to the acceptance of the industry in many urban parts of the globe. As far as the government role is concerned, an efficient mobility service for transportation is not possible without extensive role of public transport system. Other factors such as industry-friendly policies and the growth of public-private partnerships for service development, among others are key for the development of MaaS ecosystem in any region. Another force that drives the service is the integration of multi-layered service levels into one exclusive service package, which is convenient for a customer.

A service assurance, that a vehicle will be available on the go in any emergency or regular situation can attract a consumer towards Maas and discourage them from buying a personal vehicle. Other challenges restraining the growth of this market are customer-centric industry, data security and privacy of consumers, and low awareness about costing for private vehicle ownership and service ownership. The future growth prospects for mobility as a service industry are strong, driven by the growth of electric vehicles and autonomous driving technology. Furthermore, the advancement of information and communication technology has enabled a large segment of services digitalized into an intelligent smartphone app. Consumers have showcased motivating responses toward smartphone-based mobility services during 2013-2018.
EXECUTIVE SUMMARY

1 MARKET INTRODUCTION

1.1 Mobility as a Service (MaaS) Market Definition
  1.1.1 Key Objectives of Global MaaS Market
1.2 Market Structure

2 MARKET DYNAMICS

2.1 Introduction
  2.1.1 Market Drivers
    2.1.1.1 Growing Demand for On-Demand Transportation Service
    2.1.1.2 Extensive Role of Government in the Development of MaaS
    2.1.1.3 Integrated Mobility Service
  2.1.2 Market Challenges
    2.1.2.1 Highly Customer-Centric Ecosystem
    2.1.2.2 Data Security and Privacy of Consumers
    2.1.2.3 Low Awareness About the Total Lifetime Cost for Private Vehicle Ownership and Service Ownerships
  2.1.3 Market Opportunities
    2.1.3.1 Advancement in the Information and Communication Technologies
    2.1.3.2 Growth of Autonomous, Connected, and Electrified Vehicle (ACE)

3 COMPETITIVE INSIGHTS

3.1 Introduction
3.2 Key Developments and Strategies
  3.2.1 New Products and Service Launch
  3.2.2 Partnerships, Collaborations, and Joint Ventures
  3.2.3 Mergers and Acquisitions
  3.2.4 Business Expansions
  3.2.5 Other
3.3 Competitive Index

4 SUPPLY CHAIN

4.1 Introduction
4.2 Platform Providers
4.3 Transportation System
4.4 Product and Service
  4.4.1 On-demand transportation
  4.4.2 Private transportation
  4.4.3 Logistic services
  4.4.4 Multi-modal transportation services
  4.4.5 Autonomous transportation services
  4.4.6 Delivery transportation services
4.5 Customer
4.6 Government Laws Regulating the MaaS Market

5 BUSINESS MODEL FOR MOBILITY AS A SERVICE MARKET

5.1 Introduction
  5.1.1 Business to Business
  5.1.2 Business to Customer
  5.1.3 Business to Industry
  5.1.4 Business to Government
5.2 MaaS Market Maturity Indicators

6 UNDERSTANDING THE MAAS ECOSYSTEM IN MAJOR COUNTRIES

6.1 The U.S. MaaS Ecosystem
6.2 The U.K. MaaS Ecosystem
6.3 Finland MaaS Ecosystem

7 COMPARATIVE PRICING: OWNING A CAR VS MAAS

7.1 Private Vehicle Ownership Study
  7.1.1 Fixed Cost Estimation for Vehicle Sales
  7.1.2 Variable Cost Estimation for Vehicle Sales
7.2 Uber and Lyft Pricing

8 GLOBAL MOBILITY AS A SERVICE MARKET (BY SERVICE TYPE)

8.1 Assumptions and Limitations for Market Size Calculations
8.2 Overview
8.3 Ride-sharing
  8.3.1 Americas Ride-sharing Mobility as a Service Market
  8.3.2 EMEA Ride-sharing Mobility as a Service Market
  8.3.3 APAC Ride-sharing Mobility as a Service Market
8.4 Ride-hailing
  8.4.1 Americas Ride-hailing Mobility as a Service Market
  8.4.2 EMEA Ride-hailing Mobility as a Service Market
  8.4.3 APAC Ride-hailing Mobility as a Service Market
8.5 Car-sharing
  8.5.1 Americas Car-sharing Mobility as a Service Market
  8.5.2 EMEA car-sharing Mobility as a Service Market
  8.5.3 APAC Car-sharing Mobility as a Service Market
8.6 Bus/Shuttle Service
  8.6.1 Americas Bus/Shuttle Service Mobility as a Service Market
  8.6.2 EMEA Bus/Shuttle Service Mobility as a Service Market
  8.6.3 APAC Bus/Shuttle Service Mobility as a Service Market
8.7 Others

9 GLOBAL MOBILITY AS A SERVICE MARKET (BY REQUIREMENT TYPES)

9.1 Overview
9.2 Daily Commuter
  9.2.1 Daily Commuter Category (by Region)
9.3 First and Last Mile Connectivity
  9.3.1 First and Last Mile Connectivity (by Region)
9.4 Inter-city Trips
  9.4.1 Inter-City Trips (by Region)
9.5 Off-peak and Shift Work Commute
  9.5.1 Off-Peak and Shift Work Commute (by Region)
9.6 Airport or Mass Transit Stations Trips
  9.6.1 Airport or Mass Transit Station Trips (by Region)
9.7 Others
  9.7.1 Others Category (by Region)

10 GLOBAL MOBILITY AS A SERVICE MARKET (BY USAGE TYPE)

10.1 Overview
10.2 Personal Lines
10.3 Commercial Lines

11 GLOBAL MOBILITY AS A SERVICE MARKET (BY REGION)

11.1 Overview
  11.1.1 Market Analysis and Forecasting
11.2 Americas
  11.2.1 Americas Mobility as a Service Market (by Service Type)
  11.2.2 Americas Mobility as a Service Market (by Requirement Type)
  11.2.3 The U.S.
  11.2.4 Canada
  11.2.5 Rest-Of-Americas (Brazil and Mexico)
11.3 Europe, Middle East, and Africa (EMEA)
  11.3.1 EMEA Mobility as a Service Market (by Service Type)
  11.3.2 EMEA Mobility as a Service Market (by Requirement Type)
  11.3.3 The U.K.
  11.3.4 Germany
  11.3.5 Rest-of-EMEA (Finland, Sweden, Italy, The U.A.E., and South Africa among others)
11.4 APAC
  11.4.1 APAC Mobility as a Service Market (by Service Type)
  11.4.2 APAC Mobility as a Service Market (by Requirement Type)
  11.4.3 China
  11.4.4 India
  11.4.5 Rest-Of-APAC

12 COMPANY PROFILES

12.1 Overview
12.2 BlaBlaCar
  12.2.1 Company Overview
  12.2.2 Corporate Summary
  12.2.3 Product Offering
  12.2.4 SWOT Analysis
12.3 Car2Go
  12.3.1 Company Overview
  12.3.2 Corporate Summary
  12.3.3 Product Portfolio
  12.3.4 SWOT Analysis
12.4 CityMapper
  12.4.1 Company Overview
  12.4.2 Corporate Summary
  12.4.3 Product Offerings
  12.4.4 SWOT Analysis
12.5 DiDi Chuxing
  12.5.1 Company Overview
  12.5.2 Corporate Summary
  12.5.3 Product Offerings
  12.5.4 SWOT Analysis
12.6 Grab
  12.6.1 Company Overview
  12.6.2 Corporate Summary
  12.6.3 Product Portfolio
  12.6.4 SWOT Analysis
12.7 LeCab
  12.7.1 Company Overview
  12.7.2 Corporate Summary
  12.7.3 Product Portfolio
  12.7.4 SWOT Analysis
12.8 LYFT
  12.8.1 Company Overview
  12.8.2 Corporate Summary
  12.8.3 Product Offerings
  12.8.4 SWOT Analysis
12.9 Mobike
  12.9.1 Company Overview
  12.9.2 Corporate Summary
  12.9.3 Product Offerings
  12.9.4 SWOT Analysis
12.10 Moovit Inc.
  12.10.1 Company Overview
  12.10.2 Corporate Summary
  12.10.3 Product Offerings
  12.10.4 SWOT Analysis
12.11 Ola
  12.11.1 Company Overview
  12.11.2 Corporate Summary
  12.11.3 Product Offering
  12.11.4 SWOT Analysis
12.12 Ridecell Inc
  12.12.1 Company Overview
  12.12.2 Corporate Summary
  12.12.3 Product Offering
  12.12.4 SWOT Analysis
12.13 Uber
  12.13.1 Company Overview
  12.13.2 Corporate Summary
  12.13.3 Product Offerings
  12.13.4 SWOT Analysis
12.14 Zoox
  12.14.1 Company Overview
  12.14.2 Corporate Summary
  12.14.3 Product Offering
  12.14.4 SWOT Analysis
12.15 Whim
  12.15.1 Company Overview
  12.15.2 Corporate Summary
  12.15.3 Product Offering
  12.15.4 SWOT Analysis
12.16 Scoot
  12.16.1 Company Overview
  12.16.2 Corporate Summary
  12.16.3 Product Offerings
  12.16.4 SWOT Analysis
12.17 Floatility
  12.17.1 Company Overview
  12.17.2 Corporate Summary
  12.17.3 Product Offerings
  12.17.4 SWOT Analysis
12.18 Easy Mile
  12.18.1 Company Overview
  12.18.2 Corporate Summary
  12.18.3 Product Offering
  12.18.4 SWOT Analysis
12.19 Bridj
  12.19.1 Company Overview
  12.19.2 Corporate Summary
  12.19.3 Product Offering
  12.19.4 SWOT Analysis
12.20 Careem
  12.20.1 Company Overview
  12.20.2 Corporate Summary
  12.20.3 Product Offering
  12.20.4 SWOT Analysis
12.21 Ofo
  12.21.1 Company Overview
  12.21.2 Corporate Summary
  12.21.3 Product Offering
  12.21.4 SWOT Analysis
12.22 InDriver
  12.22.1 Company Overview
  12.22.2 Corporate Summary
  12.22.3 Product Offerings
  12.22.4 SWOT Analysis
12.23 Curb Mobility
  12.23.1 Company Overview
  12.23.2 Corporate Summary
  12.23.3 Product Offerings
  12.23.4 SWOT Analysis

13 ANNEXURE

13.1 Scope and Methodology
  13.1.1 Report Scope
  13.1.2 Mobility as a Service Market Research Methodology

LIST OF TABLES

Table 1.1 MaaS Market Structure, 2017
Table 2.1 Rating Impact detail
Table 2.2 Ownership Cost for Various Transportation Model, 2017 ($)
Table 7.1 Pricing Model of Ride-Hailing/Sharing Service
Table 8.1 Global Mobility as a Service Market (by Service Type), $Billion, 2017-2028
Table 8.2 Global Mobility as a Service Market, (by Ride-sharing), $Billion, 2017-2028
Table 8.3 Americas Mobility as a Service Market, (Ride-sharing), $Billion, 2017-2028
Table 8.4 EMEA Mobility as a Service Market, (by Ride-sharing), $Billion, 2017-2028
Table 8.5 APAC Mobility as a Service Market, (by Ride-sharing), $Billion, 2017-2028
Table 8.6 Global Mobility as a Service Market, (by Ride-hailing), $Billion, 2017-2028
Table 8.7 Americas Mobility as a Service Market, (by Ride-hailing), $Billion, 2017-2028
Table 8.8 EMEA Mobility as a Service Market, (by Ride-hailing), $Billion, 2017-2028
Table 8.9 APAC Mobility as a Service Market, (by Ride-sharing), $Billion, 2017-2028
Table 8.10 Global Mobility as a Service Market, (by Car-sharing), $Billion, 2017-2028
Table 8.11 Americas Mobility as a Service Market, (by Ride-hailing), $Billion, 2017-2028
Table 8.12 EMEA Mobility as a Service Market, (by Car-sharing), $Billion, 2017-2028
Table 8.13 APAC Mobility as a Service Market, (by Car-sharing), $Billion, 2017-2028
Table 8.14 Global Mobility as a Service Market, (by Bus/Shuttle Service ), $Billion, 2017-2028
Table 8.15 Americas Mobility as a Service Market, (by Bus/Shuttle Service), $Billion, 2017-2028
Table 8.16 EMEA Mobility as a Service Market, (by Bus/Shuttle Service), $Billion, 2017-2028
Table 8.17 APAC Mobility as a Service Market, (by Bus/Shuttle Service), $Billion, 2017-2028
Table 8.18 Global Mobility as a Service Market, (by Others), $Billion, 2017-2028
Table 9.1 Global Mobility as a Service Market, (by Requirement Type), $Billion, 2017-2028
Table 10.1 Global Mobility as a Service Market, (by Usage Type), $Billion, 2017-2028
Table 10.2 Global Commercial Lines Mobility as a Service Market, (by Usage Type), $Billion, 2017-2028
Table 11.1 Global Mobility as a Service Market, (by Region), $Billion, 2017-2028
Table 11.2 Americas Mobility as a Service Market, (by Service Type), $Billion, 2017-2028
Table 11.3 Americas Mobility as a Service Market, (by Requirement Type), $Billion, 2017-2028
Table 11.4 The U.S. Mobility as a Service Market, $Billion, 2017-2028
Table 11.5 Canada Mobility as a Service Market, $Billion, 2017-2028
Table 11.6 Rest-of-Americas Mobility as a Service Market, $Billion, 2017-2028
Table 11.7 EMEA Mobility as a Service Market, (by Service Type), $Billion, 2017-2028
Table 11.8 EMEA Mobility as a Service Market, (by Requirement Type), $Billion, 2017-2028
Table 11.9 The U.K. Mobility as a Service Market, $Billion, 2017-2028
Table 11.10 Germany Mobility as a Service Market, $Billion, 2017-2028
Table 11.11 Rest-Of-EMEA Mobility as a Service Market, $Billion, 2017-2028
Table 11.12 APAC Mobility as a Service Market, (by Service Type), $Billion, 2017-2028
Table 11.13 APAC Mobility as a Service Market, (by Requirement Type), $Billion, 2017-2028
Table 11.14 China Mobility as a Service Market, $Billion, 2017-2028
Table 11.15 India Mobility as a Service Market, $Billion, 2017-2028
Table 11.16 Rest-of-APAC Mobility as a Service Market, $Billion, 2017-2028

LIST OF FIGURES

Figure 1 Global Mobility as a Service Market, 2018-2028 ($billion)
Figure 2 Factors Impacting the Future Dynamics of Global Mobility as a Service Market
Figure 3 Mobility as a Service Market Overview
Figure 4 Mobility as a Service Business Model Layout
Figure 5 Global Mobility as a Service Market Share (by Service Type)
Figure 6 Global Mobility as a Service Market Share (by Requirement Type)
Figure 7 Global Mobility as a Service Market Share (by Usage Type)
Figure 8 Market Share for Mobility as a Service Market (by Region)
Figure 2.1 Global Mobility as a Service Market Dynamics
Figure 2.2 Impact Analysis of Driver and Challenge in Global Mobility as a Service Market
Figure 2.3 Growth in MaaS Ridership 2012-2017
Figure 2.4 Government Actions to Accelerate the Integration of Mobility Services
Figure 2.5 Impact Analysis of Various MaaS Model Factors
Figure 3.1 Share of Key Market Strategies and Developments, 2015-2018
Figure 3.2 Strategy and Activity Type Share for MaaS Market
Figure 3.3 Key Player Market Strategy Share in New Product and Service Launch
Figure 3.4 Key Player Market Strategy Share in Partnerships, Collaborations and Joint Ventures
Figure 3.5 Key Player Market Strategy Share in Mergers and Acquisitions
Figure 3.6 Key Player Market Strategy Share in Business Expansion
Figure 3.7 Market Players Positioning Based on Strategy
Figure 4.1 Global Mobility as a Service Market Supply Chain
Figure 4.2 Ticketing and Payment Solution Service Flow
Figure 4.3 TPS Ecosystem Exploded View
Figure 4.4 ICT Infrastructure Service Integration Flow
Figure 4.5 API exploded view – Applications and Tools
Figure 4.6 Data Analytics Exploded View-Application and Tools
Figure 4.7 Government Regulation for Mobility as a Service Market 2018
Figure 5.1 Global MaaS Business Model - Business to Business
Figure 5.2 Global MaaS Business Model - Business to Customer
Figure 5.3 MaaS Business Model - Business to Industry
Figure 5.4 MaaS Business Model Structure - Business to Government
Figure 5.5 Factors Impacting the Maturity of MaaS Model
Figure 6.1 The U.S. MaaS Ecosystem Snapshot
Figure 6.2 The U.K. MaaS Ecosystem Snapshot
Figure 6.3 Finland MaaS Ecosystem Snapshot
Figure 7.1 Cost Estimation for Private Vehicle Ownership
Figure 7.2 Cost Comparison Analysis
Figure 8.1 Concept Design Criterion for Mobility Service
Figure 8.2 Market Share Mobility as a Service (by Service Type)
Figure 8.3 Global Ride-sharing Mobility as a Service Market Share (by Region), 2017, 2024 and 2028
Figure 9.1 Mobility as a Service Market Share (by Requirement Type), 2018, 2024, and 2028
Figure 9.2 Global Daily Commuter Mobility as a Service Market, (by Region), (2018, 2023 & 2028)
Figure 9.3 Global First and Last Mile Connectivity Mobility as a Service Market, (by Region), 2018, 2023 & 2028
Figure 9.4 Global Inter-City Trips Mobility as a Service Market, (by Region), (2018, 2023 & 2028)
Figure 9.5 Global Off-peak and Shift Work Commute Mobility as a Service Market, (by Region), 2018, 2023 and 2028
Figure 9.6 Global Airport or Mass Transit Station Trips Mobility as a Service Market, (by Region), 2018, 2023 and 2028
Figure 9.7 Global Other Mobility as a Service Market, (by Requirement), 2018, 2023 and 2028
Figure 10.1 Global Mobility as a Service Market Share, (by Usage Type), 2018, 2023 and 2028
Figure 10.2 Global Personal Lines Mobility as a Service Market Share
Figure 10.3 Global Commercial Lines Mobility as a Service Market Share
Figure 11.1 Market Share for Mobility as a Service Market by Region
Figure 11.2 Mobility as a Service Market Growth Trend (by Region)
Figure 11.3 Americas Mobility as a Service Market Share, (by Service and by Requirement), 2018 and 2028
Figure 11.4 The U.S. Mobility as a Service Market Share (by Service type and Requirement Type), 2018, 2024 and 2028
Figure 11.5 Factors to be considered in Canada for development of MaaS
Figure 11.6 Market Share for MaaS Market in Rest-Of-Americas, 2018 and 2028
Figure 11.7 Factors Important for MaaS Market in Brazil and Mexico
Figure 11.8 Factors effecting the market dynamics of MaaS
Figure 11.9 Market Dynamics for Mobility as a Service
Figure 11.10 Rest-Of-EMEA Mobility as a Service Market 2018 and 2028
Figure 11.11 Market Share of China Mobility as a Service Market, (by Service Type and by Requirement Type), 2018 and 2028
Figure 12.1 Market Share for Types of Service Offered by Key Players
Figure 12.2 BlaBlaCar: Product Offering
Figure 12.3 BlaBlaCar: SWOT Analysis
Figure 12.4 Car2Go: Product Offerings
Figure 12.5 Car2Go.: SWOT Analysis
Figure 12.6 CityMapper: Product Offerings
Figure 12.7 CityMapper: SWOT Analysis
Figure 12.8 DiDi: Product Offerings
Figure 12.9 Didi: SWOT Analysis
Figure 12.10 Grab: Product Offerings
Figure 12.11 Grab: SWOT Analysis
Figure 12.12 LeCab: Product Offerings
Figure 12.13 LeCab: SWOT Analysis
Figure 12.14 Lyft: Product Offerings
Figure 12.15 Lyft: SWOT Analysis
Figure 12.16 Mobike: Product Offerings
Figure 12.17 Mobike: SWOT Analysis
Figure 12.17 Moovit: SWOT Analysis
Figure 12.18 Ola: Product Offering
Figure 12.19 Ola: SWOT Analysis
Figure 12.19 Ridecell Inc: SWOT Analysis
Figure 12.20 Uber: SWOT Analysis
Figure 12.21 Zoox: SWOT Analysis
Figure 12.22 Whim: SWOT Analysis
Figure 12.23 Scoot: Product Offerings
Figure 12.24 Scoot: SWOT Analysis
Figure 12.25 Floatility: SWOT Analysis
Figure 12.26 EasyMile: Product Offerings
Figure 12.27 Easy Mile: SWOT Analysis
Figure 12.28 Bridj: Product Offering
Figure 12.29 Bridj: SWOT Analysis
Figure 12.30 Careem: SWOT Analysis
Figure 12.31 Ofo: SWOT Analysis
Figure 12.32 InDriver: SWOT Analysis
Figure 12.33 Curb Mobility: Product Offering
Figure 12.34 Curb Mobility: SWOT Analysis
Figure 13.1 Global Mobility as Service Market Scope
Figure 13.2 Secondary Data Sources
Figure 13.3 Mobility as a Service Market Influencing Factors


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