Entity Resolution Software Market, Global Outlook and Forecast 2022-2028

July 2024 | 112 pages | ID: E40CC7BBE51BEN
Market Monitor Global

Abstracts

This report contains market size and forecasts of Entity Resolution Software in Global, including the following market information:

Global Entity Resolution Software Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global Entity Resolution Software market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Cloud Based Segment to Reach $ Million by 2028, with a % CAGR in next six years.

The global key manufacturers of Entity Resolution Software include Acxiom, Criteo, Infutor, LiveRamp, Merkle, Neustar, Signal, Tapad and Throtle, etc. In 2021, the global top five players have a share approximately % in terms of revenue.

MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Entity Resolution Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.

Total Market by Segment:

Global Entity Resolution Software Market, by Type, 2017-2022, 2023-2028 ($ millions)

Global Entity Resolution Software Market Segment Percentages, by Type, 2021 (%)

• Cloud Based
• Web Based

Global Entity Resolution Software Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global Entity Resolution Software Market Segment Percentages, by Application, 2021 (%)

• Large Enterprises
• SMEs

Global Entity Resolution Software Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global Entity Resolution Software Market Segment Percentages, By Region and Country, 2021 (%)

• North America
• US
• Canada
• Mexico
• Europe
• Germany
• France
• U.K.
• Italy
• Russia
• Nordic Countries
• Benelux
• Rest of Europe
• Asia
• China
• Japan
• South Korea
• Southeast Asia
• India
• Rest of Asia
• South America
• Brazil
• Argentina
• Rest of South America
• Middle East & Africa
• Turkey
• Israel
• Saudi Arabia
• UAE
• Rest of Middle East & Africa

Competitor Analysis

The report also provides analysis of leading market participants including:

Key companies Entity Resolution Software revenues in global market, 2017-2022 (estimated), ($ millions)

Key companies Entity Resolution Software revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• Acxiom
• Criteo
• Infutor
• LiveRamp
• Merkle
• Neustar
• Signal
• Tapad
• Throtle
• Zeta Global
• Amperity
• Data Ladder
• IBM Quality Stage
• SAS Dataflux
• In-House Solutions
• Informatica
• Wunderkind (BounceX)
• NetOwl
• FullContact
• Zeotap
• FICO

Contents

1 INTRODUCTION TO RESEARCH & ANALYSIS REPORTS

1.1 Entity Resolution Software Market Definition
1.2 Market Segments
  1.2.1 Market by Type
  1.2.2 Market by Application
1.3 Global Entity Resolution Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
  1.5.1 Research Methodology
  1.5.2 Research Process
  1.5.3 Base Year
  1.5.4 Report Assumptions & Caveats

2 GLOBAL ENTITY RESOLUTION SOFTWARE OVERALL MARKET SIZE

2.1 Global Entity Resolution Software Market Size: 2021 VS 2028
2.2 Global Entity Resolution Software Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
  2.3.1 Market Opportunities & Trends
  2.3.2 Market Drivers
  2.3.3 Market Restraints

3 COMPANY LANDSCAPE

3.1 Top Entity Resolution Software Players in Global Market
3.2 Top Global Entity Resolution Software Companies Ranked by Revenue
3.3 Global Entity Resolution Software Revenue by Companies
3.4 Top 3 and Top 5 Entity Resolution Software Companies in Global Market, by Revenue in 2021
3.5 Global Companies Entity Resolution Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Entity Resolution Software Players in Global Market
  3.6.1 List of Global Tier 1 Entity Resolution Software Companies
  3.6.2 List of Global Tier 2 and Tier 3 Entity Resolution Software Companies

4 MARKET SIGHTS BY PRODUCT

4.1 Overview
  4.1.1 by Type - Global Entity Resolution Software Market Size Markets, 2021 & 2028
  4.1.2 Cloud Based
  4.1.3 Web Based
4.2 By Type - Global Entity Resolution Software Revenue & Forecasts
  4.2.1 By Type - Global Entity Resolution Software Revenue, 2017-2022
  4.2.2 By Type - Global Entity Resolution Software Revenue, 2023-2028
  4.2.3 By Type - Global Entity Resolution Software Revenue Market Share, 2017-2028

5 SIGHTS BY APPLICATION

5.1 Overview
  5.1.1 By Application - Global Entity Resolution Software Market Size, 2021 & 2028
  5.1.2 Large Enterprises
  5.1.3 SMEs
5.2 By Application - Global Entity Resolution Software Revenue & Forecasts
  5.2.1 By Application - Global Entity Resolution Software Revenue, 2017-2022
  5.2.2 By Application - Global Entity Resolution Software Revenue, 2023-2028
  5.2.3 By Application - Global Entity Resolution Software Revenue Market Share, 2017-2028

6 SIGHTS BY REGION

6.1 By Region - Global Entity Resolution Software Market Size, 2021 & 2028
6.2 By Region - Global Entity Resolution Software Revenue & Forecasts
  6.2.1 By Region - Global Entity Resolution Software Revenue, 2017-2022
  6.2.2 By Region - Global Entity Resolution Software Revenue, 2023-2028
  6.2.3 By Region - Global Entity Resolution Software Revenue Market Share, 2017-2028
6.3 North America
  6.3.1 By Country - North America Entity Resolution Software Revenue, 2017-2028
  6.3.2 US Entity Resolution Software Market Size, 2017-2028
  6.3.3 Canada Entity Resolution Software Market Size, 2017-2028
  6.3.4 Mexico Entity Resolution Software Market Size, 2017-2028
6.4 Europe
  6.4.1 By Country - Europe Entity Resolution Software Revenue, 2017-2028
  6.4.2 Germany Entity Resolution Software Market Size, 2017-2028
  6.4.3 France Entity Resolution Software Market Size, 2017-2028
  6.4.4 U.K. Entity Resolution Software Market Size, 2017-2028
  6.4.5 Italy Entity Resolution Software Market Size, 2017-2028
  6.4.6 Russia Entity Resolution Software Market Size, 2017-2028
  6.4.7 Nordic Countries Entity Resolution Software Market Size, 2017-2028
  6.4.8 Benelux Entity Resolution Software Market Size, 2017-2028
6.5 Asia
  6.5.1 By Region - Asia Entity Resolution Software Revenue, 2017-2028
  6.5.2 China Entity Resolution Software Market Size, 2017-2028
  6.5.3 Japan Entity Resolution Software Market Size, 2017-2028
  6.5.4 South Korea Entity Resolution Software Market Size, 2017-2028
  6.5.5 Southeast Asia Entity Resolution Software Market Size, 2017-2028
  6.5.6 India Entity Resolution Software Market Size, 2017-2028
6.6 South America
  6.6.1 By Country - South America Entity Resolution Software Revenue, 2017-2028
  6.6.2 Brazil Entity Resolution Software Market Size, 2017-2028
  6.6.3 Argentina Entity Resolution Software Market Size, 2017-2028
6.7 Middle East & Africa
  6.7.1 By Country - Middle East & Africa Entity Resolution Software Revenue, 2017-2028
  6.7.2 Turkey Entity Resolution Software Market Size, 2017-2028
  6.7.3 Israel Entity Resolution Software Market Size, 2017-2028
  6.7.4 Saudi Arabia Entity Resolution Software Market Size, 2017-2028
  6.7.5 UAE Entity Resolution Software Market Size, 2017-2028

7 PLAYERS PROFILES

7.1 Acxiom
  7.1.1 Acxiom Corporate Summary
  7.1.2 Acxiom Business Overview
  7.1.3 Acxiom Entity Resolution Software Major Product Offerings
  7.1.4 Acxiom Entity Resolution Software Revenue in Global Market (2017-2022)
  7.1.5 Acxiom Key News
7.2 Criteo
  7.2.1 Criteo Corporate Summary
  7.2.2 Criteo Business Overview
  7.2.3 Criteo Entity Resolution Software Major Product Offerings
  7.2.4 Criteo Entity Resolution Software Revenue in Global Market (2017-2022)
  7.2.5 Criteo Key News
7.3 Infutor
  7.3.1 Infutor Corporate Summary
  7.3.2 Infutor Business Overview
  7.3.3 Infutor Entity Resolution Software Major Product Offerings
  7.3.4 Infutor Entity Resolution Software Revenue in Global Market (2017-2022)
  7.3.5 Infutor Key News
7.4 LiveRamp
  7.4.1 LiveRamp Corporate Summary
  7.4.2 LiveRamp Business Overview
  7.4.3 LiveRamp Entity Resolution Software Major Product Offerings
  7.4.4 LiveRamp Entity Resolution Software Revenue in Global Market (2017-2022)
  7.4.5 LiveRamp Key News
7.5 Merkle
  7.5.1 Merkle Corporate Summary
  7.5.2 Merkle Business Overview
  7.5.3 Merkle Entity Resolution Software Major Product Offerings
  7.5.4 Merkle Entity Resolution Software Revenue in Global Market (2017-2022)
  7.5.5 Merkle Key News
7.6 Neustar
  7.6.1 Neustar Corporate Summary
  7.6.2 Neustar Business Overview
  7.6.3 Neustar Entity Resolution Software Major Product Offerings
  7.6.4 Neustar Entity Resolution Software Revenue in Global Market (2017-2022)
  7.6.5 Neustar Key News
7.7 Signal
  7.7.1 Signal Corporate Summary
  7.7.2 Signal Business Overview
  7.7.3 Signal Entity Resolution Software Major Product Offerings
  7.7.4 Signal Entity Resolution Software Revenue in Global Market (2017-2022)
  7.7.5 Signal Key News
7.8 Tapad
  7.8.1 Tapad Corporate Summary
  7.8.2 Tapad Business Overview
  7.8.3 Tapad Entity Resolution Software Major Product Offerings
  7.8.4 Tapad Entity Resolution Software Revenue in Global Market (2017-2022)
  7.8.5 Tapad Key News
7.9 Throtle
  7.9.1 Throtle Corporate Summary
  7.9.2 Throtle Business Overview
  7.9.3 Throtle Entity Resolution Software Major Product Offerings
  7.9.4 Throtle Entity Resolution Software Revenue in Global Market (2017-2022)
  7.9.5 Throtle Key News
7.10 Zeta Global
  7.10.1 Zeta Global Corporate Summary
  7.10.2 Zeta Global Business Overview
  7.10.3 Zeta Global Entity Resolution Software Major Product Offerings
  7.10.4 Zeta Global Entity Resolution Software Revenue in Global Market (2017-2022)
  7.10.5 Zeta Global Key News
7.11 Amperity
  7.11.1 Amperity Corporate Summary
  7.11.2 Amperity Business Overview
  7.11.3 Amperity Entity Resolution Software Major Product Offerings
  7.11.4 Amperity Entity Resolution Software Revenue in Global Market (2017-2022)
  7.11.5 Amperity Key News
7.12 Data Ladder
  7.12.1 Data Ladder Corporate Summary
  7.12.2 Data Ladder Business Overview
  7.12.3 Data Ladder Entity Resolution Software Major Product Offerings
  7.12.4 Data Ladder Entity Resolution Software Revenue in Global Market (2017-2022)
  7.12.5 Data Ladder Key News
7.13 IBM Quality Stage
  7.13.1 IBM Quality Stage Corporate Summary
  7.13.2 IBM Quality Stage Business Overview
  7.13.3 IBM Quality Stage Entity Resolution Software Major Product Offerings
  7.13.4 IBM Quality Stage Entity Resolution Software Revenue in Global Market (2017-2022)
  7.13.5 IBM Quality Stage Key News
7.14 SAS Dataflux
  7.14.1 SAS Dataflux Corporate Summary
  7.14.2 SAS Dataflux Business Overview
  7.14.3 SAS Dataflux Entity Resolution Software Major Product Offerings
  7.14.4 SAS Dataflux Entity Resolution Software Revenue in Global Market (2017-2022)
  7.14.5 SAS Dataflux Key News
7.15 In-House Solutions
  7.15.1 In-House Solutions Corporate Summary
  7.15.2 In-House Solutions Business Overview
  7.15.3 In-House Solutions Entity Resolution Software Major Product Offerings
  7.15.4 In-House Solutions Entity Resolution Software Revenue in Global Market (2017-2022)
  7.15.5 In-House Solutions Key News
7.16 Informatica
  7.16.1 Informatica Corporate Summary
  7.16.2 Informatica Business Overview
  7.16.3 Informatica Entity Resolution Software Major Product Offerings
  7.16.4 Informatica Entity Resolution Software Revenue in Global Market (2017-2022)
  7.16.5 Informatica Key News
7.17 Wunderkind (BounceX)
  7.17.1 Wunderkind (BounceX) Corporate Summary
  7.17.2 Wunderkind (BounceX) Business Overview
  7.17.3 Wunderkind (BounceX) Entity Resolution Software Major Product Offerings
  7.17.4 Wunderkind (BounceX) Entity Resolution Software Revenue in Global Market (2017-2022)
  7.17.5 Wunderkind (BounceX) Key News
7.18 NetOwl
  7.18.1 NetOwl Corporate Summary
  7.18.2 NetOwl Business Overview
  7.18.3 NetOwl Entity Resolution Software Major Product Offerings
  7.18.4 NetOwl Entity Resolution Software Revenue in Global Market (2017-2022)
  7.18.5 NetOwl Key News
7.19 FullContact
  7.19.1 FullContact Corporate Summary
  7.19.2 FullContact Business Overview
  7.19.3 FullContact Entity Resolution Software Major Product Offerings
  7.19.4 FullContact Entity Resolution Software Revenue in Global Market (2017-2022)
  7.19.5 FullContact Key News
7.20 Zeotap
  7.20.1 Zeotap Corporate Summary
  7.20.2 Zeotap Business Overview
  7.20.3 Zeotap Entity Resolution Software Major Product Offerings
  7.20.4 Zeotap Entity Resolution Software Revenue in Global Market (2017-2022)
  7.20.5 Zeotap Key News
7.21 FICO
  7.21.1 FICO Corporate Summary
  7.21.2 FICO Business Overview
  7.21.3 FICO Entity Resolution Software Major Product Offerings
  7.21.4 FICO Entity Resolution Software Revenue in Global Market (2017-2022)
  7.21.5 FICO Key News

8 CONCLUSION


9 APPENDIX

9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. Entity Resolution Software Market Opportunities & Trends in Global Market
Table 2. Entity Resolution Software Market Drivers in Global Market
Table 3. Entity Resolution Software Market Restraints in Global Market
Table 4. Key Players of Entity Resolution Software in Global Market
Table 5. Top Entity Resolution Software Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Entity Resolution Software Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Entity Resolution Software Revenue Share by Companies, 2017-2022
Table 8. Global Companies Entity Resolution Software Product Type
Table 9. List of Global Tier 1 Entity Resolution Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Entity Resolution Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Entity Resolution Software Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Entity Resolution Software Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Entity Resolution Software Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Entity Resolution Software Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Entity Resolution Software Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Entity Resolution Software Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Entity Resolution Software Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Entity Resolution Software Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Entity Resolution Software Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Entity Resolution Software Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Entity Resolution Software Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Entity Resolution Software Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Entity Resolution Software Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Entity Resolution Software Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Entity Resolution Software Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Entity Resolution Software Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Entity Resolution Software Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Entity Resolution Software Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Entity Resolution Software Revenue, (US$, Mn), 2023-2028
Table 30. Acxiom Corporate Summary
Table 31. Acxiom Entity Resolution Software Product Offerings
Table 32. Acxiom Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 33. Criteo Corporate Summary
Table 34. Criteo Entity Resolution Software Product Offerings
Table 35. Criteo Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 36. Infutor Corporate Summary
Table 37. Infutor Entity Resolution Software Product Offerings
Table 38. Infutor Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 39. LiveRamp Corporate Summary
Table 40. LiveRamp Entity Resolution Software Product Offerings
Table 41. LiveRamp Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 42. Merkle Corporate Summary
Table 43. Merkle Entity Resolution Software Product Offerings
Table 44. Merkle Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 45. Neustar Corporate Summary
Table 46. Neustar Entity Resolution Software Product Offerings
Table 47. Neustar Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 48. Signal Corporate Summary
Table 49. Signal Entity Resolution Software Product Offerings
Table 50. Signal Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 51. Tapad Corporate Summary
Table 52. Tapad Entity Resolution Software Product Offerings
Table 53. Tapad Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 54. Throtle Corporate Summary
Table 55. Throtle Entity Resolution Software Product Offerings
Table 56. Throtle Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 57. Zeta Global Corporate Summary
Table 58. Zeta Global Entity Resolution Software Product Offerings
Table 59. Zeta Global Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 60. Amperity Corporate Summary
Table 61. Amperity Entity Resolution Software Product Offerings
Table 62. Amperity Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 63. Data Ladder Corporate Summary
Table 64. Data Ladder Entity Resolution Software Product Offerings
Table 65. Data Ladder Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 66. IBM Quality Stage Corporate Summary
Table 67. IBM Quality Stage Entity Resolution Software Product Offerings
Table 68. IBM Quality Stage Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 69. SAS Dataflux Corporate Summary
Table 70. SAS Dataflux Entity Resolution Software Product Offerings
Table 71. SAS Dataflux Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 72. In-House Solutions Corporate Summary
Table 73. In-House Solutions Entity Resolution Software Product Offerings
Table 74. In-House Solutions Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 75. Informatica Corporate Summary
Table 76. Informatica Entity Resolution Software Product Offerings
Table 77. Informatica Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 78. Wunderkind (BounceX) Corporate Summary
Table 79. Wunderkind (BounceX) Entity Resolution Software Product Offerings
Table 80. Wunderkind (BounceX) Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 81. NetOwl Corporate Summary
Table 82. NetOwl Entity Resolution Software Product Offerings
Table 83. NetOwl Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 84. FullContact Corporate Summary
Table 85. FullContact Entity Resolution Software Product Offerings
Table 86. FullContact Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 87. Zeotap Corporate Summary
Table 88. Zeotap Entity Resolution Software Product Offerings
Table 89. Zeotap Entity Resolution Software Revenue (US$, Mn), (2017-2022)
Table 90. FICO Corporate Summary
Table 91. FICO Entity Resolution Software Product Offerings
Table 92. FICO Entity Resolution Software Revenue (US$, Mn), (2017-2022)

List Of Figures

LIST OF FIGURES

Figure 1. Entity Resolution Software Segment by Type in 2021
Figure 2. Entity Resolution Software Segment by Application in 2021
Figure 3. Global Entity Resolution Software Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Entity Resolution Software Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Entity Resolution Software Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Entity Resolution Software Revenue in 2021
Figure 8. By Type - Global Entity Resolution Software Revenue Market Share, 2017-2028
Figure 9. By Application - Global Entity Resolution Software Revenue Market Share, 2017-2028
Figure 10. By Region - Global Entity Resolution Software Revenue Market Share, 2017-2028
Figure 11. By Country - North America Entity Resolution Software Revenue Market Share, 2017-2028
Figure 12. US Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Entity Resolution Software Revenue Market Share, 2017-2028
Figure 16. Germany Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 17. France Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Entity Resolution Software Revenue Market Share, 2017-2028
Figure 24. China Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 28. India Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Entity Resolution Software Revenue Market Share, 2017-2028
Figure 30. Brazil Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Entity Resolution Software Revenue Market Share, 2017-2028
Figure 33. Turkey Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Entity Resolution Software Revenue, (US$, Mn), 2017-2028
Figure 37. Acxiom Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Criteo Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Infutor Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. LiveRamp Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Merkle Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Neustar Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. Signal Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Tapad Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Throtle Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Zeta Global Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Amperity Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Data Ladder Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. IBM Quality Stage Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 50. SAS Dataflux Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 51. In-House Solutions Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 52. Informatica Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 53. Wunderkind (BounceX) Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 54. NetOwl Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 55. FullContact Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 56. Zeotap Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 57. FICO Entity Resolution Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)