1 Report Overview 1.1 Study Scope 1.2 Key Market Segments 1.3 Market Analysis by Type 1.3.1 Global Cross-Channel Advertising Software Market Size Growth Rate by Type: 2020 VS 2026 1.3.2 Cloud Based 1.3.3 Web Based 1.4 Market by Application 1.4.1 Global Cross-Channel Advertising Software Market Share by Application: 2020 VS 2026 1.4.2 Large Enterprises 1.4.3 SMEs 1.5 Study Objectives 1.6 Years Considered 2 Global Growth Trends 2.1 Global Cross-Channel Advertising Software Market Perspective (2015-2026) 2.2 Cross-Channel Advertising Software Growth Trends by Regions 2.2.1 Cross-Channel Advertising Software Market Size by Regions: 2015 VS 2020 VS 2026 2.2.2 Cross-Channel Advertising Software Historic Market Share by Regions (2015-2020) 2.2.3 Cross-Channel Advertising Software Forecasted Market Size by Regions (2021-2026) 2.3 Cross-Channel Advertising Software Industry Dynamic 2.3.1 Cross-Channel Advertising Software Market Trends 2.3.2 Cross-Channel Advertising Software Market Drivers 2.3.3 Cross-Channel Advertising Software Market Challenges 2.3.4 Cross-Channel Advertising Software Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Cross-Channel Advertising Software Players by Market Size 3.1.1 Global Top Cross-Channel Advertising Software Players by Revenue (2015-2020) 3.1.2 Global Cross-Channel Advertising Software Revenue Market Share by Players (2015-2020) 3.2 Global Cross-Channel Advertising Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Cross-Channel Advertising Software Revenue 3.4 Global Cross-Channel Advertising Software Market Concentration Ratio 3.4.1 Global Cross-Channel Advertising Software Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Cross-Channel Advertising Software Revenue in 2019 3.5 Key Players Cross-Channel Advertising Software Area Served 3.6 Key Players Cross-Channel Advertising Software Product Solution and Service 3.7 Date of Enter into Cross-Channel Advertising Software Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Cross-Channel Advertising Software Breakdown Data by Type 4.1 Global Cross-Channel Advertising Software Historic Market Size by Type (2015-2020) 4.2 Global Cross-Channel Advertising Software Forecasted Market Size by Type (2021-2026) 5 Cross-Channel Advertising Software Breakdown Data by Application 5.1 Global Cross-Channel Advertising Software Historic Market Size by Application (2015-2020) 5.2 Global Cross-Channel Advertising Software Forecasted Market Size by Application (2021-2026) 6 North America 6.1 North America Cross-Channel Advertising Software Market Size (2015-2026) 6.2 North America Cross-Channel Advertising Software Market Size by Type (2015-2020) 6.3 North America Cross-Channel Advertising Software Market Size by Application (2015-2020) 6.4 North America Cross-Channel Advertising Software Market Size by Country (2015-2020) 6.4.1 United States 6.4.2 Canada 7 Europe 7.1 Europe Cross-Channel Advertising Software Market Size (2015-2026) 7.2 Europe Cross-Channel Advertising Software Market Size by Type (2015-2020) 7.3 Europe Cross-Channel Advertising Software Market Size by Application (2015-2020) 7.4 Europe Cross-Channel Advertising Software Market Size by Country (2015-2020) 7.4.1 Germany 7.4.2 France 7.4.3 U.K. 7.4.4 Italy 7.4.5 Russia 7.4.6 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Cross-Channel Advertising Software Market Size (2015-2026) 8.2 Asia-Pacific Cross-Channel Advertising Software Market Size by Type (2015-2020) 8.3 Asia-Pacific Cross-Channel Advertising Software Market Size by Application (2015-2020) 8.4 Asia-Pacific Cross-Channel Advertising Software Market Size by Region (2015-2020) 8.4.1 China 8.4.2 Japan 8.4.3 South Korea 8.4.4 Southeast Asia 8.4.5 India 8.4.6 Australia 9 Latin America 9.1 Latin America Cross-Channel Advertising Software Market Size (2015-2026) 9.2 Latin America Cross-Channel Advertising Software Market Size by Type (2015-2020) 9.3 Latin America Cross-Channel Advertising Software Market Size by Application (2015-2020) 9.4 Latin America Cross-Channel Advertising Software Market Size by Country (2015-2020) 9.4.1 Mexico 9.4.2 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Cross-Channel Advertising Software Market Size (2015-2026) 10.2 Middle East & Africa Cross-Channel Advertising Software Market Size by Type (2015-2020) 10.3 Middle East & Africa Cross-Channel Advertising Software Market Size by Application (2015-2020) 10.4 Middle East & Africa Cross-Channel Advertising Software Market Size by Country (2015-2020) 10.4.1 Turkey 10.4.2 Saudi Arabia 10.4.3 UAE 11Key Players Profiles 11.1 Adobe 11.1.1 Adobe Company Details 11.1.2 Adobe Business Overview 11.1.3 Adobe Cross-Channel Advertising Software Introduction 11.1.4 Adobe Revenue in Cross-Channel Advertising Software Business (2015-2020)) 11.1.5 Adobe Recent Development 11.2 AdRoll 11.2.1 AdRoll Company Details 11.2.2 AdRoll Business Overview 11.2.3 AdRoll Cross-Channel Advertising Software Introduction 11.2.4 AdRoll Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.2.5 AdRoll Recent Development 11.3 AdStage 11.3.1 AdStage Company Details 11.3.2 AdStage Business Overview 11.3.3 AdStage Cross-Channel Advertising Software Introduction 11.3.4 AdStage Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.3.5 AdStage Recent Development 11.4 Celtra 11.4.1 Celtra Company Details 11.4.2 Celtra Business Overview 11.4.3 Celtra Cross-Channel Advertising Software Introduction 11.4.4 Celtra Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.4.5 Celtra Recent Development 11.5 Criteo 11.5.1 Criteo Company Details 11.5.2 Criteo Business Overview 11.5.3 Criteo Cross-Channel Advertising Software Introduction 11.5.4 Criteo Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.5.5 Criteo Recent Development 11.6 Funnel 11.6.1 Funnel Company Details 11.6.2 Funnel Business Overview 11.6.3 Funnel Cross-Channel Advertising Software Introduction 11.6.4 Funnel Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.6.5 Funnel Recent Development 11.7 Google's DoubleClick 11.7.1 Google's DoubleClick Company Details 11.7.2 Google's DoubleClick Business Overview 11.7.3 Google's DoubleClick Cross-Channel Advertising Software Introduction 11.7.4 Google's DoubleClick Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.7.5 Google's DoubleClick Recent Development 11.8 IBM Campaign 11.8.1 IBM Campaign Company Details 11.8.2 IBM Campaign Business Overview 11.8.3 IBM Campaign Cross-Channel Advertising Software Introduction 11.8.4 IBM Campaign Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.8.5 IBM Campaign Recent Development 11.9 Kenshoo 11.9.1 Kenshoo Company Details 11.9.2 Kenshoo Business Overview 11.9.3 Kenshoo Cross-Channel Advertising Software Introduction 11.9.4 Kenshoo Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.9.5 Kenshoo Recent Development 11.10 Marin 11.10.1 Marin Company Details 11.10.2 Marin Business Overview 11.10.3 Marin Cross-Channel Advertising Software Introduction 11.10.4 Marin Revenue in Cross-Channel Advertising Software Business (2015-2020) 11.10.5 Marin Recent Development 11.11 MediaMath 10.11.1 MediaMath Company Details 10.11.2 MediaMath Business Overview 10.11.3 MediaMath Cross-Channel Advertising Software Introduction 10.11.4 MediaMath Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.11.5 MediaMath Recent Development 11.12 Nanigans 10.12.1 Nanigans Company Details 10.12.2 Nanigans Business Overview 10.12.3 Nanigans Cross-Channel Advertising Software Introduction 10.12.4 Nanigans Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.12.5 Nanigans Recent Development 11.13 Oracle 10.13.1 Oracle Company Details 10.13.2 Oracle Business Overview 10.13.3 Oracle Cross-Channel Advertising Software Introduction 10.13.4 Oracle Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.13.5 Oracle Recent Development 11.14 Salesforce 10.14.1 Salesforce Company Details 10.14.2 Salesforce Business Overview 10.14.3 Salesforce Cross-Channel Advertising Software Introduction 10.14.4 Salesforce Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.14.5 Salesforce Recent Development 11.15 SAS 10.15.1 SAS Company Details 10.15.2 SAS Business Overview 10.15.3 SAS Cross-Channel Advertising Software Introduction 10.15.4 SAS Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.15.5 SAS Recent Development 11.16 Sizmek 10.16.1 Sizmek Company Details 10.16.2 Sizmek Business Overview 10.16.3 Sizmek Cross-Channel Advertising Software Introduction 10.16.4 Sizmek Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.16.5 Sizmek Recent Development 11.17 TubeMogul 10.17.1 TubeMogul Company Details 10.17.2 TubeMogul Business Overview 10.17.3 TubeMogul Cross-Channel Advertising Software Introduction 10.17.4 TubeMogul Revenue in Cross-Channel Advertising Software Business (2015-2020) 10.17.5 TubeMogul Recent Development 12Analyst's Viewpoints/Conclusions 13Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Cross-Channel Advertising Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2026 Table 2. Key Players of Cloud Based Table 3. Key Players of Web Based Table 4. Global Cross-Channel Advertising Software Market Size Growth by Application (US$ Million): 2020 VS 2026 Table 5. Global Cross-Channel Advertising Software Market Size by Regions (US$ Million): 2020 VS 2026 Table 6. Global Cross-Channel Advertising Software Market Size by Regions (2015-2020) (US$ Million) Table 7. Global Cross-Channel Advertising Software Market Share by Regions (2015-2020) Table 8. Global Cross-Channel Advertising Software Forecasted Market Size by Regions (2021-2026) (US$ Million) Table 9. Global Cross-Channel Advertising Software Market Share by Regions (2021-2026) Table 10. Cross-Channel Advertising Software Market Market Trends Table 11. Cross-Channel Advertising Software Market Drivers Table 12. Cross-Channel Advertising Software Market Challenges Table 13. Cross-Channel Advertising Software Market Restraints Table 14. Global Cross-Channel Advertising Software Revenue by Players (2015-2020) (US$ Million) Table 15. Global Cross-Channel Advertising Software Market Share by Players (2015-2020) Table 16. Global Top Cross-Channel Advertising Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Cross-Channel Advertising Software as of 2019) Table 17. Global Cross-Channel Advertising Software by Players Market Concentration Ratio (CR5 and HHI) Table 18. Key Players Headquarters and Area Served Table 19. Key Players Cross-Channel Advertising Software Product Solution and Service Table 20. Mergers & Acquisitions, Expansion Plans Table 21. Global Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 22. Global Cross-Channel Advertising Software Revenue Market Share by Type (2015-2020) Table 23. Global Cross-Channel Advertising Software Forecasted Market Size by Type (2021-2026) (US$ Million) Table 24. Global Cross-Channel Advertising Software Market Size Share by Application (2015-2020) (US$ Million) Table 25. Global Cross-Channel Advertising Software Revenue Market Share by Application (2015-2020) Table 26. Global Cross-Channel Advertising Software Forecasted Market Size by Application (2021-2026) (US$ Million) Table 27. North America Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 28. North America Cross-Channel Advertising Software Market Share by Type (2015-2020) Table 29. North America Cross-Channel Advertising Software Market Size by Application (2015-2020) (US$ Million) Table 30. North America Cross-Channel Advertising Software Market Share by Application (2015-2020) Table 31. North America Cross-Channel Advertising Software Market Size by Country (US$ Million) (2015-2020) Table 32. North America Cross-Channel Advertising Software Market Share by Country (2015-2020) Table 33. Europe Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 34. Europe Cross-Channel Advertising Software Market Share by Type (2015-2020) Table 35. Europe Cross-Channel Advertising Software Market Size by Application (2015-2020) (US$ Million) Table 36. Europe Cross-Channel Advertising Software Market Share by Application (2015-2020) Table 37. Europe Cross-Channel Advertising Software Market Size by Country (US$ Million) (2015-2020) Table 38. Europe Cross-Channel Advertising Software Market Share by Country (2015-2020) Table 39. Asia-Pacific Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 40. Asia-Pacific Cross-Channel Advertising Software Market Share by Type (2015-2020) Table 41. Asia-Pacific Cross-Channel Advertising Software Market Size by Application (2015-2020) (US$ Million) Table 42. Asia-Pacific Cross-Channel Advertising Software Market Share by Application (2015-2020) Table 43. Asia-Pacific Cross-Channel Advertising Software Market Size by Region (US$ Million) (2015-2020) Table 44. Asia-Pacific Cross-Channel Advertising Software Market Share by Region (2015-2020) Table 45. Latin America Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 46. Latin America Cross-Channel Advertising Software Market Share by Type (2015-2020) Table 47. Latin America Cross-Channel Advertising Software Market Size by Application (2015-2020) (US$ Million) Table 48. Latin America Cross-Channel Advertising Software Market Share by Application (2015-2020) Table 49. Latin America Cross-Channel Advertising Software Market Size by Country (US$ Million) (2015-2020) Table 50. Latin America Cross-Channel Advertising Software Market Share by Country (2015-2020) Table 51. Middle East & Africa Cross-Channel Advertising Software Market Size by Type (2015-2020) (US$ Million) Table 52. Middle East & Africa Cross-Channel Advertising Software Market Share by Type (2015-2020) Table 53. Middle East & Africa Cross-Channel Advertising Software Market Size by Application (2015-2020) (US$ Million) Table 54. Middle East & Africa Cross-Channel Advertising Software Market Share by Application (2015-2020) Table 55. Middle East & Africa Cross-Channel Advertising Software Market Size by Country (US$ Million) (2015-2020) Table 56. Middle East & Africa Cross-Channel Advertising Software Market Share by Country (2015-2020) Table 57. Adobe Company Details Table 58. Adobe Business Overview Table 59. Adobe Cross-Channel Advertising Software Product Table 60. Adobe Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 61. Adobe Recent Development Table 62. AdRoll Company Details Table 63. AdRoll Business Overview Table 64. AdRoll Cross-Channel Advertising Software Product Table 65. AdRoll Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 66. AdRoll Recent Development Table 67. AdStage Company Details Table 68. AdStage Business Overview Table 69. AdStage Cross-Channel Advertising Software Product Table 70. AdStage Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 71. AdStage Recent Development Table 72. Celtra Company Details Table 73. Celtra Business Overview Table 74. Celtra Cross-Channel Advertising Software Product Table 75. Celtra Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 76. Celtra Recent Development Table 77. Criteo Company Details Table 78. Criteo Business Overview Table 79. Criteo Cross-Channel Advertising Software Product Table 80. Criteo Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 81. Criteo Recent Development Table 82. Funnel Company Details Table 83. Funnel Business Overview Table 84. Funnel Cross-Channel Advertising Software Product Table 85. Funnel Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 86. Funnel Recent Development Table 87. Google's DoubleClick Company Details Table 88. Google's DoubleClick Business Overview Table 89. Google's DoubleClick Cross-Channel Advertising Software Product Table 90. Google's DoubleClick Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 91. Google's DoubleClick Recent Development Table 92. IBM Campaign Business Overview Table 93. IBM Campaign Cross-Channel Advertising Software Product Table 94. IBM Campaign Company Details Table 95. IBM Campaign Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 96. IBM Campaign Recent Development Table 97. Kenshoo Company Details Table 98. Kenshoo Business Overview Table 99. Kenshoo Cross-Channel Advertising Software Product Table 100. Kenshoo Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 101. Kenshoo Recent Development Table 102. Marin Company Details Table 103. Marin Business Overview Table 104. Marin Cross-Channel Advertising Software Product Table 105. Marin Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 106. Marin Recent Development Table 107. MediaMath Company Details Table 108. MediaMath Business Overview Table 109. MediaMath Cross-Channel Advertising Software Product Table 110. MediaMath Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 111. MediaMath Recent Development Table 112. Nanigans Company Details Table 113. Nanigans Business Overview Table 114. Nanigans Cross-Channel Advertising Software Product Table 115. Nanigans Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 116. Nanigans Recent Development Table 117. Oracle Company Details Table 118. Oracle Business Overview Table 119. Oracle Cross-Channel Advertising Software Product Table 120. Oracle Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 121. Oracle Recent Development Table 122. Salesforce Company Details Table 123. Salesforce Business Overview Table 124. Salesforce Cross-Channel Advertising Software Product Table 125. Salesforce Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 126. Salesforce Recent Development Table 127. SAS Company Details Table 128. SAS Business Overview Table 129. SAS Cross-Channel Advertising Software Product Table 130. SAS Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 131. SAS Recent Development Table 132. Sizmek Company Details Table 133. Sizmek Business Overview Table 134. Sizmek Cross-Channel Advertising Software Product Table 135. Sizmek Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 136. Sizmek Recent Development Table 137. TubeMogul Company Details Table 138. TubeMogul Business Overview Table 139. TubeMogul Cross-Channel Advertising Software Product Table 140. TubeMogul Revenue in Cross-Channel Advertising Software Business (2015-2020) (US$ Million) Table 141. TubeMogul Recent Development Table 142. Research Programs/Design for This Report Table 143. Key Data Information from Secondary Sources Table 144. Key Data Information from Primary Sources List of Figures Figure 1. Global Cross-Channel Advertising Software Market Share by Type: 2020 VS 2026 Figure 2. Cloud Based Features Figure 3. Web Based Features Figure 4. Global Cross-Channel Advertising Software Market Share by Application: 2020 VS 2026 Figure 5. Large Enterprises Case Studies Figure 6. SMEs Case Studies Figure 7. Cross-Channel Advertising Software Report Years Considered Figure 8. Global Cross-Channel Advertising Software Market Size (US$ Million), YoY Growth 2015-2026 Figure 9. Global Cross-Channel Advertising Software Market Share by Regions: 2020 VS 2026 Figure 10. Global Cross-Channel Advertising Software Market Share by Regions (2021-2026) Figure 11. Global Cross-Channel Advertising Software Market Share by Players in 2019 Figure 12. Global Top Cross-Channel Advertising Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Cross-Channel Advertising Software as of 2019 Figure 13. The Top 10 and 5 Players Market Share by Cross-Channel Advertising Software Revenue in 2019 Figure 14. North America Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 15. United States Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 16. Canada Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 17. Europe Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 18. Germany Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 19. France Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 20. U.K. Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 21. Italy Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 22. Russia Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 23. Nordic Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 24. Asia-Pacific Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 25. China Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 26. Japan Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 27. South Korea Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 28. Southeast Asia Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 29. India Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 30. Australia Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 31. Rest of Asia-Pacific Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 32. Latin America Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 33. Mexico Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 34. Brazil Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 35. Middle East & Africa Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 36. Turkey Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 37. Saudi Arabia Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 38. UAE Cross-Channel Advertising Software Market Size YoY Growth (2015-2026) & (US$ Million) Figure 39. Adobe Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 40. AdRoll Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 41. AdStage Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 42. Celtra Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 43. Criteo Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 44. Funnel Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 45. Google's DoubleClick Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 46. IBM Campaign Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 47. Kenshoo Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 48. Marin Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 49. MediaMath Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 50. Nanigans Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 51. Oracle Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 52. Salesforce Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 53. SAS Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 54. Sizmek Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 55. TubeMogul Revenue Growth Rate in Cross-Channel Advertising Software Business (2015-2020) Figure 56. Bottom-up and Top-down Approaches for This Report Figure 57. Data Triangulation Figure 58. Key Executives Interviewed

Adobe AdRoll AdStage Celtra Criteo Funnel Google's DoubleClick IBM Campaign Kenshoo Marin MediaMath Nanigans Oracle Salesforce SAS Sizmek TubeMogul