APO Research
Talk to an analyst

APO RESEARCH · REPORT

Data-Driven Personalized Travel Service

Compare research editions
View pricing & licenses

Selected research

Market Structure

Global Data-Driven Personalized Travel Service Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032

1 January 2026194 pages

Choose your research edition.

Industry ResearchData-Driven Personalized Travel Service Industry Research Report 2026132 pages · $2,950 USDIndustry Growth & TrendsGlobal Data-Driven Personalized Travel Service Industry Growth and Trends Forecast to 2032113 pages · $3,450 USDMarket StructureGlobal Data-Driven Personalized Travel Service Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032194 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal Data-Driven Personalized Travel Service Market Outlook and Growth Opportunities 2026205 pages · $4,250 USDMarket Analysis & ForecastGlobal Data-Driven Personalized Travel Service Market Analysis and Forecast 2026-2032208 pages · $4,950 USD

Market perspective

The global Data-Driven Personalized Travel Service market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a CAGR of xx% over 2026-2032.

The US & Canada market for Data-Driven Personalized Travel Service is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

The Europe market for Data-Driven Personalized Travel Service is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Read the full market overview

The Asia Pacific market for Data-Driven Personalized Travel Service is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

The China market for Data-Driven Personalized Travel Service is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Leading global manufacturers of Data-Driven Personalized Travel Service include Sojern, Dynamic Yield, Viavii, Mindtrip, Desti, MakeMyTrip, Agoda, Oversee and United Airlines, among others. In 2025, the top three vendors together accounted for approximately % of global revenue.

Report Includes

This report provides an overview of the global Data-Driven Personalized Travel Service market and its size, analyzing global market trends based on historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of Data-Driven Personalized Travel Service and revenue in major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents Data-Driven Personalized Travel Service revenue, market share, and industry ranking for the main manufacturers for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

In addition, the report analyzes segment data by Type and Application—covering revenue and growth rates—for 2021-2032, and evaluates and forecasts the Data-Driven Personalized Travel Service market size, projected growth trends, production technologies, key applications, and end-use industries.

Data-Driven Personalized Travel Service Segment by Company

Sojern

Dynamic Yield

Viavii

Mindtrip

Desti

MakeMyTrip

Agoda

Oversee

United Airlines

SmartGuide

Travelport

Kayak

Booking

TCS World Travel

Salt & Wind Travel

Liberty Travel

Recombee

Indagare

Data-Driven Personalized Travel Service Segment by Type

Data-Driven Travel Service

ML-Driven Travel Service

Data-Driven Personalized Travel Service Segment by Application

Mass Consumers

Enterprises

Data-Driven Personalized Travel Service Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global status and future forecast, involving, production, value, consumption, growth rate (CAGR), market share, historical and forecast.

2. To present the key manufacturers, capacity, production, revenue, market share, and Recent Developments.

3. To split the breakdown data by regions, type, manufacturers, and Application.

4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify significant trends, drivers, influence factors in global and regions.

6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Data-Driven Personalized Travel Service market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of Data-Driven Personalized Travel Service and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market.

5. This report helps stakeholders to gain insights into which regions to target globally.

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Data-Driven Personalized Travel Service.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. Revenue of Data-Driven Personalized Travel Service in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global Data-Driven Personalized Travel Service industry.

Chapter 3: Detailed analysis of Data-Driven Personalized Travel Service companies' competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Data-Driven Personalized Travel Servicerevenue, gross margin, and recent development, etc.

Chapter 7: North America (US & Canada) by type, by application and by country, revenue for each segment.

Chapter 8: Europe by type, by application and by country, revenue for each segment.

Chapter 9: China by type, and by application, revenue for each segment.

Chapter 10: Asia (excluding China) by type, by application and by region, revenue for each segment.

Chapter 11: South America, Middle East & Africa by type, by application and by country, revenue for each segment.

Chapter 12: Concluding Insights of the report.

More report detail

Tables and figures
List of Tables Table 1. Global Data-Driven Personalized Travel Service Market Size Growth Rate by Type (US$ Million): 2021 VS 2025 VS 2032 Table 2. Key Players of Data-Driven Travel Service Table 3. Key Players of ML-Driven Travel Service Table 4. Global Data-Driven Personalized Travel Service Market Size Growth Rate by Application (US$ Million): 2021 VS 2025 VS 2032 Table 5. Key Players of Mass Consumers Table 6. Key Players of Enterprises Table 7. Global Data-Driven Personalized Travel Service Market Size Growth Rate (CAGR) by Region (US$ Million): 2021 VS 2025 VS 2032 Table 8. Global Data-Driven Personalized Travel Service Market Size by Region (2021-2026) & (US$ Million) Table 9. Global Data-Driven Personalized Travel Service Market Share by Region (2021-2026) Table 10. Global Data-Driven Personalized Travel Service Market Size by Region (2027-2032) & (US$ Million) Table 11. Global Data-Driven Personalized Travel Service Market Share by Region (2027-2032) Table 12. Data-Driven Personalized Travel Service Industry Trends Table 13. Data-Driven Personalized Travel Service Industry Drivers Table 14. Data-Driven Personalized Travel Service Industry Opportunities and Challenges Table 15. Data-Driven Personalized Travel Service Industry Restraints Table 16. Global Data-Driven Personalized Travel Service Revenue by Company (US$ Million) & (2021-2026) Table 17. Global Data-Driven Personalized Travel Service Revenue Market Share by Company (2021-2026) Table 18. Global Data-Driven Personalized Travel Service Players Revenue Ranking, 2024 VS 2025 VS 2026 Table 19. Global Data-Driven Personalized Travel Service Key Company Head Office and Area Served Table 20. Global Data-Driven Personalized Travel Service Company, Product Type & Application Table 21. Global Data-Driven Personalized Travel Service Company Establishment Date Table 22. Global Company Market Concentration Ratio (CR5 and HHI) Table 23. Global Data-Driven Personalized Travel Service by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue of 2025) Table 24. Global Data-Driven Personalized Travel Service Market Size by Type 2021 VS 2025 VS 2032 (US$ Million) Table 25. Global Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 26. Global Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 27. Global Data-Driven Personalized Travel Service Revenue Market Share by Type (2021-2026) Table 28. Global Data-Driven Personalized Travel Service Revenue Market Share by Type (2027-2032) Table 29. Global Data-Driven Personalized Travel Service Market Size by Application 2021 VS 2025 VS 2032 (US$ Million) Table 30. Global Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 31. Global Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 32. Global Data-Driven Personalized Travel Service Revenue Market Share by Application (2021-2026) Table 33. Global Data-Driven Personalized Travel Service Revenue Market Share by Application (2027-2032) Table 34. Sojern Company Information Table 35. Sojern Business Overview Table 36. Sojern Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 37. Sojern Data-Driven Personalized Travel Service Product Portfolio Table 38. Sojern Recent Development Table 39. Dynamic Yield Company Information Table 40. Dynamic Yield Business Overview Table 41. Dynamic Yield Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 42. Dynamic Yield Data-Driven Personalized Travel Service Product Portfolio Table 43. Dynamic Yield Recent Development Table 44. Viavii Company Information Table 45. Viavii Business Overview Table 46. Viavii Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 47. Viavii Data-Driven Personalized Travel Service Product Portfolio Table 48. Viavii Recent Development Table 49. Mindtrip Company Information Table 50. Mindtrip Business Overview Table 51. Mindtrip Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 52. Mindtrip Data-Driven Personalized Travel Service Product Portfolio Table 53. Mindtrip Recent Development Table 54. Desti Company Information Table 55. Desti Business Overview Table 56. Desti Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 57. Desti Data-Driven Personalized Travel Service Product Portfolio Table 58. Desti Recent Development Table 59. MakeMyTrip Company Information Table 60. MakeMyTrip Business Overview Table 61. MakeMyTrip Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 62. MakeMyTrip Data-Driven Personalized Travel Service Product Portfolio Table 63. MakeMyTrip Recent Development Table 64. Agoda Company Information Table 65. Agoda Business Overview Table 66. Agoda Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 67. Agoda Data-Driven Personalized Travel Service Product Portfolio Table 68. Agoda Recent Development Table 69. Oversee Company Information Table 70. Oversee Business Overview Table 71. Oversee Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 72. Oversee Data-Driven Personalized Travel Service Product Portfolio Table 73. Oversee Recent Development Table 74. United Airlines Company Information Table 75. United Airlines Business Overview Table 76. United Airlines Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 77. United Airlines Data-Driven Personalized Travel Service Product Portfolio Table 78. United Airlines Recent Development Table 79. SmartGuide Company Information Table 80. SmartGuide Business Overview Table 81. SmartGuide Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 82. SmartGuide Data-Driven Personalized Travel Service Product Portfolio Table 83. SmartGuide Recent Development Table 84. Travelport Company Information Table 85. Travelport Business Overview Table 86. Travelport Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 87. Travelport Data-Driven Personalized Travel Service Product Portfolio Table 88. Travelport Recent Development Table 89. Kayak Company Information Table 90. Kayak Business Overview Table 91. Kayak Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 92. Kayak Data-Driven Personalized Travel Service Product Portfolio Table 93. Kayak Recent Development Table 94. Booking Company Information Table 95. Booking Business Overview Table 96. Booking Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 97. Booking Data-Driven Personalized Travel Service Product Portfolio Table 98. Booking Recent Development Table 99. TCS World Travel Company Information Table 100. TCS World Travel Business Overview Table 101. TCS World Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 102. TCS World Travel Data-Driven Personalized Travel Service Product Portfolio Table 103. TCS World Travel Recent Development Table 104. Salt & Wind Travel Company Information Table 105. Salt & Wind Travel Business Overview Table 106. Salt & Wind Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 107. Salt & Wind Travel Data-Driven Personalized Travel Service Product Portfolio Table 108. Salt & Wind Travel Recent Development Table 109. Liberty Travel Company Information Table 110. Liberty Travel Business Overview Table 111. Liberty Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 112. Liberty Travel Data-Driven Personalized Travel Service Product Portfolio Table 113. Liberty Travel Recent Development Table 114. Recombee Company Information Table 115. Recombee Business Overview Table 116. Recombee Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 117. Recombee Data-Driven Personalized Travel Service Product Portfolio Table 118. Recombee Recent Development Table 119. Indagare Company Information Table 120. Indagare Business Overview Table 121. Indagare Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026) Table 122. Indagare Data-Driven Personalized Travel Service Product Portfolio Table 123. Indagare Recent Development Table 124. North America Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 125. North America Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 126. North America Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 127. North America Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 128. North America Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 129. North America Data-Driven Personalized Travel Service Market Size by Country (2021-2026) Table 130. North America Data-Driven Personalized Travel Service Market Size by Country (2027-2032) Table 131. Europe Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 132. Europe Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 133. Europe Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 134. Europe Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 135. Europe Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 136. Europe Data-Driven Personalized Travel Service Market Size by Country (2021-2026) Table 137. Europe Data-Driven Personalized Travel Service Market Size by Country (2027-2032) Table 138. China Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 139. China Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 140. China Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 141. China Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 142. Asia Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 143. Asia Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 144. Asia Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 145. Asia Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 146. Asia Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 147. Asia Data-Driven Personalized Travel Service Market Size by Country (2021-2026) Table 148. Asia Data-Driven Personalized Travel Service Market Size by Country (2027-2032) Table 149. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Type (2021-2026) & (US$ Million) Table 150. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Type (2027-2032) & (US$ Million) Table 151. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Application (2021-2026) & (US$ Million) Table 152. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Application (2027-2032) & (US$ Million) Table 153. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 154. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2021-2026) Table 155. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2027-2032) Table 156. Research Programs/Design for This Report Table 157. Authors List of This Report Table 158. Secondary Sources Table 159. Primary Sources List of Figures Figure 1. Data-Driven Personalized Travel Service Product Image Figure 2. Global Data-Driven Personalized Travel Service Market Size Growth Rate by Type, 2021 VS 2025 VS 2032 (US$ Million) Figure 3. Global Data-Driven Personalized Travel Service Market Share by Type: 2025 VS 2032 Figure 4. Data-Driven Travel Service Image Figure 5. ML-Driven Travel Service Image Figure 6. Global Data-Driven Personalized Travel Service Market Size Growth Rate by Application, 2021 VS 2025 VS 2032 (US$ Million) Figure 7. Global Data-Driven Personalized Travel Service Market Share by Application: 2025 VS 2032 Figure 8. Mass Consumers Image Figure 9. Enterprises Image Figure 10. Global Data-Driven Personalized Travel Service Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 11. Global Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 12. Global Data-Driven Personalized Travel Service Market Share by Region: 2025 VS 2032 Figure 13. Years Considered Figure 14. Global Data-Driven Personalized Travel Service Market Share by Players in 2025 Figure 15. Global Top 5 and 10 Data-Driven Personalized Travel Service Players Market Share by Revenue in 2025 Figure 16. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 17. Global Data-Driven Personalized Travel Service Market Size by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 18. Global Data-Driven Personalized Travel Service Revenue Market Share by Type (2021-2032) Figure 19. Global Data-Driven Personalized Travel Service Market Size by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 20. Global Data-Driven Personalized Travel Service Revenue Market Share by Application (2021-2032) Figure 21. North America Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 22. North America Data-Driven Personalized Travel Service Market Share by Type (2021-2032) Figure 23. North America Data-Driven Personalized Travel Service Market Share by Application (2021-2032) Figure 24. North America Data-Driven Personalized Travel Service Market Share by Country (2021-2032) Figure 25. United States Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 26. Canada Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 27. Mexico Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 28. Europe Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 29. Europe Data-Driven Personalized Travel Service Market Share by Type (2021-2032) Figure 30. Europe Data-Driven Personalized Travel Service Market Share by Application (2021-2032) Figure 31. Europe Data-Driven Personalized Travel Service Market Share by Country (2021-2032) Figure 32. Germany Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 33. France Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 34. U.K. Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 35. Italy Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 36. Russia Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 37. Nordic Countries Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 38. China Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 39. China Data-Driven Personalized Travel Service Market Share by Type (2021-2032) Figure 40. China Data-Driven Personalized Travel Service Market Share by Application (2021-2032) Figure 41. Asia Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 42. Asia Data-Driven Personalized Travel Service Market Share by Type (2021-2032) Figure 43. Asia Data-Driven Personalized Travel Service Market Share by Application (2021-2032) Figure 44. Asia Data-Driven Personalized Travel Service Market Share by Country (2021-2032) Figure 45. Japan Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 46. South Korea Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 47. Taiwan Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 48. Southeast Asia Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 49. India Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 50. Australia Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 51. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 52. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Type (2021-2032) Figure 53. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Application (2021-2032) Figure 54. South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Country (2021-2032) Figure 55. Brazil Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 56. South Africa Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 57. Saudi Arabia Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 58. Turkey Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 59. Argentina Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 60. UAE Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 61. Egypt Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 62. Chile Data-Driven Personalized Travel Service Market Size (2021-2032) & (US$ Million) Figure 63. Research Process Figure 64. Key Executives Interviewed

Scope & coverage.

Types
  • Data-Driven Travel Service
  • ML-Driven Travel Service
Applications
  • Mass Consumers
  • Enterprises
Companies covered
  • Sojern
  • Dynamic Yield
  • Viavii
  • Mindtrip
  • Desti
  • MakeMyTrip
  • Agoda
  • Oversee
  • United Airlines
  • SmartGuide
  • Travelport
  • Kayak
  • Booking
  • TCS World Travel
  • Salt & Wind Travel
  • Liberty Travel
  • Recombee
  • Indagare

Inside the report.

1 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Market Analysis by Type
  3. 1.2.1 Global Data-Driven Personalized Travel Service Market Size Growth Rate by Type: 2021 VS 2025 VS 2032
  4. 1.2.2 Data-Driven Travel Service
  5. 1.2.3 ML-Driven Travel Service
  6. 1.3 Market Analysis by Application
  7. 1.3.1 Global Data-Driven Personalized Travel Service Market Size Growth Rate by Application: 2021 VS 2025 VS 2032
  8. 1.3.2 Mass Consumers
  9. 1.3.3 Enterprises
  10. 1.4 Global Market Growth Prospects
  11. 1.5 Global Data-Driven Personalized Travel Service Growth Trends by Region
  12. 1.5.1 Global Data-Driven Personalized Travel Service Market Size by Region: 2021 VS 2025 VS 2032
  13. 1.5.2 Data-Driven Personalized Travel Service Market Size by Region (2021-2026)
  14. 1.5.3 Data-Driven Personalized Travel Service Market Size by Region (2027-2032)
  15. 1.6 Assumptions and Limitations
  16. 1.7 Study Goals and Objectives
  17. 1.8 Years Considered
2 Global Data-Driven Personalized Travel Service Market Dynamics
  1. 2.1 Data-Driven Personalized Travel Service Industry Trends
  2. 2.2 Data-Driven Personalized Travel Service Industry Drivers
  3. 2.3 Data-Driven Personalized Travel Service Industry Opportunities and Challenges
  4. 2.4 Data-Driven Personalized Travel Service Industry Restraints
3 Competitive Landscape by Company
  1. 3.1 Global Data-Driven Personalized Travel Service Revenue by Company (2021-2026)
  2. 3.2 Global Data-Driven Personalized Travel Service Players Revenue Ranking, 2024 VS 2025 VS 2026
  3. 3.3 Global Data-Driven Personalized Travel Service Key Company Head office and Area Served
  4. 3.4 Global Data-Driven Personalized Travel Service Company, Product Type & Application
  5. 3.5 Global Data-Driven Personalized Travel Service Company Establishment Date
  6. 3.6 Market Competitive Analysis
  7. 3.6.1 Global Data-Driven Personalized Travel Service Market CR5 and HHI
  8. 3.6.2 Global Top 5 and 10 Data-Driven Personalized Travel Service Players Market Share by Revenue in 2025
  9. 3.6.3 2025 Data-Driven Personalized Travel Service Tier 1, Tier 2, and Tier 3
4 Data-Driven Personalized Travel Service Market by Type
  1. 4.1 Global Data-Driven Personalized Travel Service Market Size by Type (2021 VS 2025 VS 2032)
  2. 4.2 Global Data-Driven Personalized Travel Service Market Size by Type (2021-2032)
  3. 4.3 Global Data-Driven Personalized Travel Service Market Size Share by Type (2021-2032)
5 Data-Driven Personalized Travel Service Market by Application
  1. 5.1 Global Data-Driven Personalized Travel Service Market Size by Application (2021 VS 2025 VS 2032)
  2. 5.2 Global Data-Driven Personalized Travel Service Market Size by Application (2021-2032)
  3. 5.3 Global Data-Driven Personalized Travel Service Market Size Share by Application (2021-2032)
6 Company Profiles
  1. 6.1 Sojern
  2. 6.1.1 Sojern Company Information
  3. 6.1.2 Sojern Business Overview
  4. 6.1.3 Sojern Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  5. 6.1.4 Sojern Data-Driven Personalized Travel Service Product Portfolio
  6. 6.1.5 Sojern Recent Developments
  7. 6.2 Dynamic Yield
  8. 6.2.1 Dynamic Yield Company Information
  9. 6.2.2 Dynamic Yield Business Overview
  10. 6.2.3 Dynamic Yield Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  11. 6.2.4 Dynamic Yield Data-Driven Personalized Travel Service Product Portfolio
  12. 6.2.5 Dynamic Yield Recent Developments
  13. 6.3 Viavii
  14. 6.3.1 Viavii Company Information
  15. 6.3.2 Viavii Business Overview
  16. 6.3.3 Viavii Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  17. 6.3.4 Viavii Data-Driven Personalized Travel Service Product Portfolio
  18. 6.3.5 Viavii Recent Developments
  19. 6.4 Mindtrip
  20. 6.4.1 Mindtrip Company Information
  21. 6.4.2 Mindtrip Business Overview
  22. 6.4.3 Mindtrip Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  23. 6.4.4 Mindtrip Data-Driven Personalized Travel Service Product Portfolio
  24. 6.4.5 Mindtrip Recent Developments
  25. 6.5 Desti
  26. 6.5.1 Desti Company Information
  27. 6.5.2 Desti Business Overview
  28. 6.5.3 Desti Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  29. 6.5.4 Desti Data-Driven Personalized Travel Service Product Portfolio
  30. 6.5.5 Desti Recent Developments
  31. 6.6 MakeMyTrip
  32. 6.6.1 MakeMyTrip Company Information
  33. 6.6.2 MakeMyTrip Business Overview
  34. 6.6.3 MakeMyTrip Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  35. 6.6.4 MakeMyTrip Data-Driven Personalized Travel Service Product Portfolio
  36. 6.6.5 MakeMyTrip Recent Developments
  37. 6.7 Agoda
  38. 6.7.1 Agoda Company Information
  39. 6.7.2 Agoda Business Overview
  40. 6.7.3 Agoda Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  41. 6.7.4 Agoda Data-Driven Personalized Travel Service Product Portfolio
  42. 6.7.5 Agoda Recent Developments
  43. 6.8 Oversee
  44. 6.8.1 Oversee Company Information
  45. 6.8.2 Oversee Business Overview
  46. 6.8.3 Oversee Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  47. 6.8.4 Oversee Data-Driven Personalized Travel Service Product Portfolio
  48. 6.8.5 Oversee Recent Developments
  49. 6.9 United Airlines
  50. 6.9.1 United Airlines Company Information
  51. 6.9.2 United Airlines Business Overview
  52. 6.9.3 United Airlines Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  53. 6.9.4 United Airlines Data-Driven Personalized Travel Service Product Portfolio
  54. 6.9.5 United Airlines Recent Developments
  55. 6.10 SmartGuide
  56. 6.10.1 SmartGuide Company Information
  57. 6.10.2 SmartGuide Business Overview
  58. 6.10.3 SmartGuide Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  59. 6.10.4 SmartGuide Data-Driven Personalized Travel Service Product Portfolio
  60. 6.10.5 SmartGuide Recent Developments
  61. 6.11 Travelport
  62. 6.11.1 Travelport Company Information
  63. 6.11.2 Travelport Business Overview
  64. 6.11.3 Travelport Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  65. 6.11.4 Travelport Data-Driven Personalized Travel Service Product Portfolio
  66. 6.11.5 Travelport Recent Developments
  67. 6.12 Kayak
  68. 6.12.1 Kayak Company Information
  69. 6.12.2 Kayak Business Overview
  70. 6.12.3 Kayak Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  71. 6.12.4 Kayak Data-Driven Personalized Travel Service Product Portfolio
  72. 6.12.5 Kayak Recent Developments
  73. 6.13 Booking
  74. 6.13.1 Booking Company Information
  75. 6.13.2 Booking Business Overview
  76. 6.13.3 Booking Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  77. 6.13.4 Booking Data-Driven Personalized Travel Service Product Portfolio
  78. 6.13.5 Booking Recent Developments
  79. 6.14 TCS World Travel
  80. 6.14.1 TCS World Travel Company Information
  81. 6.14.2 TCS World Travel Business Overview
  82. 6.14.3 TCS World Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  83. 6.14.4 TCS World Travel Data-Driven Personalized Travel Service Product Portfolio
  84. 6.14.5 TCS World Travel Recent Developments
  85. 6.15 Salt & Wind Travel
  86. 6.15.1 Salt & Wind Travel Company Information
  87. 6.15.2 Salt & Wind Travel Business Overview
  88. 6.15.3 Salt & Wind Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  89. 6.15.4 Salt & Wind Travel Data-Driven Personalized Travel Service Product Portfolio
  90. 6.15.5 Salt & Wind Travel Recent Developments
  91. 6.16 Liberty Travel
  92. 6.16.1 Liberty Travel Company Information
  93. 6.16.2 Liberty Travel Business Overview
  94. 6.16.3 Liberty Travel Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  95. 6.16.4 Liberty Travel Data-Driven Personalized Travel Service Product Portfolio
  96. 6.16.5 Liberty Travel Recent Developments
  97. 6.17 Recombee
  98. 6.17.1 Recombee Company Information
  99. 6.17.2 Recombee Business Overview
  100. 6.17.3 Recombee Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  101. 6.17.4 Recombee Data-Driven Personalized Travel Service Product Portfolio
  102. 6.17.5 Recombee Recent Developments
  103. 6.18 Indagare
  104. 6.18.1 Indagare Company Information
  105. 6.18.2 Indagare Business Overview
  106. 6.18.3 Indagare Data-Driven Personalized Travel Service Revenue and Gross Margin (US$ Million) & (2021-2026)
  107. 6.18.4 Indagare Data-Driven Personalized Travel Service Product Portfolio
  108. 6.18.5 Indagare Recent Developments
7 North America
  1. 7.1 North America Data-Driven Personalized Travel Service Market Size (2021-2032)
  2. 7.2 North America Data-Driven Personalized Travel Service Market Size by Type
  3. 7.2.1 North America Data-Driven Personalized Travel Service Market Size by Type (2021-2026)
  4. 7.2.2 North America Data-Driven Personalized Travel Service Market Size by Type (2027-2032)
  5. 7.2.3 North America Data-Driven Personalized Travel Service Market Share by Type (2021-2032)
  6. 7.3 North America Data-Driven Personalized Travel Service Market Size by Application
  7. 7.3.1 North America Data-Driven Personalized Travel Service Market Size by Application (2021-2026)
  8. 7.3.2 North America Data-Driven Personalized Travel Service Market Size by Application (2027-2032)
  9. 7.3.3 North America Data-Driven Personalized Travel Service Market Share by Application (2021-2032)
  10. 7.4 North America Data-Driven Personalized Travel Service Market Size by Country
  11. 7.4.1 North America Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032)
  12. 7.4.2 North America Data-Driven Personalized Travel Service Market Size by Country (2021-2026)
  13. 7.4.3 North America Data-Driven Personalized Travel Service Market Size by Country (2027-2032)
  14. 7.4.4 North America Data-Driven Personalized Travel Service Market Share by Country (2021-2032)
  15. 7.4.5 United States
  16. 7.4.6 Canada
  17. 7.4.7 Mexico
8 Europe
  1. 8.1 Europe Data-Driven Personalized Travel Service Market Size (2021-2032)
  2. 8.2 Europe Data-Driven Personalized Travel Service Market Size by Type
  3. 8.2.1 Europe Data-Driven Personalized Travel Service Market Size by Type (2021-2026)
  4. 8.2.2 Europe Data-Driven Personalized Travel Service Market Size by Type (2027-2032)
  5. 8.2.3 Europe Data-Driven Personalized Travel Service Market Share by Type (2021-2032)
  6. 8.3 Europe Data-Driven Personalized Travel Service Market Size by Application
  7. 8.3.1 Europe Data-Driven Personalized Travel Service Market Size by Application (2021-2026)
  8. 8.3.2 Europe Data-Driven Personalized Travel Service Market Size by Application (2027-2032)
  9. 8.3.3 Europe Data-Driven Personalized Travel Service Market Share by Application (2021-2032)
  10. 8.4 Europe Data-Driven Personalized Travel Service Market Size by Country
  11. 8.4.1 Europe Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032)
  12. 8.4.2 Europe Data-Driven Personalized Travel Service Market Size by Country (2021-2026)
  13. 8.4.3 Europe Data-Driven Personalized Travel Service Market Size by Country (2027-2032)
  14. 8.4.4 Europe Data-Driven Personalized Travel Service Market Share by Country (2021-2032)
  15. 8.4.5 Germany
  16. 8.4.6 France
  17. 8.4.7 U.K.
  18. 8.4.8 Italy
  19. 8.4.9 Russia
  20. 8.4.10 Nordic Countries
9 China
  1. 9.1 China Data-Driven Personalized Travel Service Market Size (2021-2032)
  2. 9.2 China Data-Driven Personalized Travel Service Market Size by Type
  3. 9.2.1 China Data-Driven Personalized Travel Service Market Size by Type (2021-2026)
  4. 9.2.2 China Data-Driven Personalized Travel Service Market Size by Type (2027-2032)
  5. 9.2.3 China Data-Driven Personalized Travel Service Market Share by Type (2021-2032)
  6. 9.3 China Data-Driven Personalized Travel Service Market Size by Application
  7. 9.3.1 China Data-Driven Personalized Travel Service Market Size by Application (2021-2026)
  8. 9.3.2 China Data-Driven Personalized Travel Service Market Size by Application (2027-2032)
  9. 9.3.3 China Data-Driven Personalized Travel Service Market Share by Application (2021-2032)
10 Asia (Excluding China)
  1. 10.1 Asia Data-Driven Personalized Travel Service Market Size (2021-2032)
  2. 10.2 Asia Data-Driven Personalized Travel Service Market Size by Type
  3. 10.2.1 Asia Data-Driven Personalized Travel Service Market Size by Type (2021-2026)
  4. 10.2.2 Asia Data-Driven Personalized Travel Service Market Size by Type (2027-2032)
  5. 10.2.3 Asia Data-Driven Personalized Travel Service Market Share by Type (2021-2032)
  6. 10.3 Asia Data-Driven Personalized Travel Service Market Size by Application
  7. 10.3.1 Asia Data-Driven Personalized Travel Service Market Size by Application (2021-2026)
  8. 10.3.2 Asia Data-Driven Personalized Travel Service Market Size by Application (2027-2032)
  9. 10.3.3 Asia Data-Driven Personalized Travel Service Market Share by Application (2021-2032)
  10. 10.4 Asia Data-Driven Personalized Travel Service Market Size by Country
  11. 10.4.1 Asia Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032)
  12. 10.4.2 Asia Data-Driven Personalized Travel Service Market Size by Country (2021-2026)
  13. 10.4.3 Asia Data-Driven Personalized Travel Service Market Size by Country (2027-2032)
  14. 10.4.4 Asia Data-Driven Personalized Travel Service Market Share by Country (2021-2032)
  15. 10.4.5 Japan
  16. 10.4.6 South Korea
  17. 10.4.7 Taiwan
  18. 10.4.8 Southeast Asia
  19. 10.4.9 India
  20. 10.4.10 Australia
11 South America, Middle East & Africa
  1. 11.1 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size (2021-2032)
  2. 11.2 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Type
  3. 11.2.1 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Type (2021-2026)
  4. 11.2.2 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Type (2027-2032)
  5. 11.2.3 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Type (2021-2032)
  6. 11.3 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Application
  7. 11.3.1 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Application (2021-2026)
  8. 11.3.2 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Application (2027-2032)
  9. 11.3.3 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Application (2021-2032)
  10. 11.4 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country
  11. 11.4.1 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2021 VS 2025 VS 2032)
  12. 11.4.2 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2021-2026)
  13. 11.4.3 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Size by Country (2027-2032)
  14. 11.4.4 South America, Middle East & Africa Data-Driven Personalized Travel Service Market Share by Country (2021-2032)
  15. 11.4.5 Brazil
  16. 11.4.6 South Africa
  17. 11.4.7 Saudi Arabia
  18. 11.4.8 Turkey
  19. 11.4.9 Argentina
  20. 11.4.9 UAE
  21. 11.4.9 Egypt
  22. 11.4.9 Chile
12 Concluding Insights
    13 Appendix
    1. 13.1 Reasons for Doing This Study
    2. 13.2 Research Methodology
    3. 13.3 Research Process
    4. 13.4 Authors List of This Report
    5. 13.5 Data Source
    6. 13.5.1 Secondary Sources
    7. 13.5.2 Primary Sources
    8. 13.6 Disclaimer

    GET THE RESEARCH

    Choose your license.

    Choose who needs access.
    All options are for this report and research series.

    Compare access permissions.

    Single User License
    One named user. Individual access.
    Multi User License
    Up to 5 users in the same department.
    Enterprise License
    Organization-wide access within the agreed license.

    Access applies to the purchased edition. Later editions are separate purchases.

    License options
    $3,950USD
    Buy now

    PDF by email within 3–5 working days after payment confirmation.

    Talk to an analyst
    APO Research
    Talk to an analyst