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本報告書は、識別ソフトウェアの世界市場、容量、生産量、収益、価格の概要を紹介します。2020~2024年の歴史的な市場収益/売上データ、2025年の予想、および2031年までのCAGRの予測を含む世界市場動向の分析。本レポートはメーカー、地域、製品の種類と端末業界の角度から世界と主要地域の市場現状と将来性を研究した、このレポートでは、世界と主要地域のトップメーカーを分析し、製品タイプとアプリケーション/端末業界別に識別ソフトウェア市場を分類しています。
本レポートでは世界の識別ソフトウェア市場の主な参加者として、企業概要、販売数量、収益、価格、粗利益率、ポートフォリオ、地理的位置、重要な発展を次のパラメータに基づいて紹介します。本研究に含まれる主な企業は：Informatica、TransUnion (Signal, Neustar)、LiveRamp、Wunderkind、Zeta Global、Treasure Data、Throtle、NetOwl、FullContact、Criteo、Zeotap、Verisk (Infutor)、FICO、Experian (Tapad)、Amperity

レポートは識別ソフトウェアの主要生産者を調査し、主要地域や国の消費状況も提供します。識別ソフトウェアの今後の市場の可能性のハイライト、およびこの市場をさまざまなセグメントおよびサブセグメントに予測するための主要な地域/国の焦点。アメリカとカナダ、中国、アジア、ヨーロッパ、中東、アフリカ、ラテンアメリカ、およびその他の国の国別データと市場価値分析。

2020年から2031年までのタイプ別および用途別、売上高、収益、価格別のセグメントデータを分析します。
タイプ別市場セグメント：
    Cloud Based
    Web Based

用途別の市場セグメント：
    Large Enterprises
    SMEs

本レポートの詳細内容
本レポートは、世界の識別ソフトウェア市場の現状と将来展望を包括的に分析し、グローバルの主要地域における開発動向の綿密な調査を通じて、読者に包括的な市場分析を提示するものであります。市場の全体像を把握するために、プレイヤー、地域、製品タイプ、最終産業を網羅した多角的な分析を提供しています。さらに、世界市場のトッププレイヤーを特定し、プロファイルを作成するとともに、製品タイプや用途/最終産業に基づいて識別ソフトウェア市場を細分化しています。この分類と応用により、市場の構造とダイナミクスをより深く理解することができ、情報に基づいた意思決定と戦略立案が可能になります。
一. 生産面では、2020年から2025年まで、そして2031年までの予測として、メーカー別、地域別（地域レベル、国レベル）の識別ソフトウェア生産量、成長率、市場シェアを調査している。

二. 消費面では、識別ソフトウェアの売上高を地域別（地域レベル・国レベル）、企業別、種類別、用途別に焦点を当てています。2020年から2025年まで、2031年までの予測。

三.主要メーカーの識別ソフトウェア売上高、収益、市場シェア、業界ランキング、2020年から2025年までのデータに焦点を当てています。世界の識別ソフトウェア市場における主要なステークホルダーの特定、最近の動向とセグメント収益に基づいて競争状況と市場ポジショニングの分析。

四.本識別ソフトウェアのレポートでは関係者が市場の競争状況を包括的に理解し、事業戦略や市場戦略を的確に立てるのに役立つ洞察を提供することを目的としています。 売上高、成長動向、生産技術、用途、エンドユーザー産業の市場規模に関する詳細な評価と予測を提供し、意思決定者に強力なデータサポートを提供します。

章の概要
第1章：識別ソフトウェアのレポート範囲、各市場セグメントの市場規模、将来の開発可能性などを含む、さまざまな市場セグメントのエグゼクティブサマリー（タイプ別およびアプリケーション別など）を紹介します。市場の現状と、短期から中期、および長期的な進化の可能性を高度に見ることができます。（2020～2031）
第2章： 識別ソフトウェアの世界と主要生産者（地域／国）の生産／アウトプット。各生産者の生産量と今後6年間の発展可能性を定量的に分析しています。（2020～2031）
第3章：世界、地域、国レベルにおける識別ソフトウェアの売上（消費）、収益。各地域とその主要国の市場規模と発展の可能性を定量的に分析し、世界の各国の市場発展、将来の発展の見通し、市場空間を紹介します。（2020～2031）
第4章識別ソフトウェアメーカーの競争状況、価格、売上高、収益、市場シェアと業界ランキング、最新の開発計画、合併、買収情報などの詳細分析。（2020～2025）
第5章：識別ソフトウェアの各市場セグメントの売上高、収益、平均価格、および開発可能性をカバーした種類別のさまざまな市場セグメントの分析を提供し、読者がさまざまな市場セグメントでブルーオーシャン市場を見つけるのに役立ちます。（2020～2031）
第6章：アプリケーション別の様々な市場セグメントの分析を提供し、各市場セグメントの売上高、収益、平均価格、発展の可能性をカバーし、読者が異なる下流市場でのブルーオーシャン市場を見つけるのに役立ちます。（2020～2031）
第7章：北米（米国・カナダ）：タイプ別、用途別、国別、セグメント別の売上高、収益。（2020～2031）
第8章：ヨーロッパ：タイプ別、用途別、国別、セグメント別の売上高と収益。（2020～2031）
第9章：中国：タイプ別、アプリケーション別、セグメント別の売上高、収益。（2020～2031）
第10章：アジア（中国を除く）：タイプ別、用途別、地域別、セグメント別の売上高、収益。（2020～2031）
第11章：中東、アフリカ、中南米：タイプ別、用途別、国別、セグメント別の売上高、収益。（2020～2031）
第12章：識別ソフトウェアの主要メーカーの概要を提供し、製品の説明と仕様、識別ソフトウェアの売上高、収益、価格、粗利益率、最近の発展など、市場の主要企業の基本的な状況を詳細に紹介します。（2020～2025）
第13章：産業チェーン、販売チャネル、主要原材料、販売代理店および顧客の分析。
第14章：識別ソフトウェアの市場動態、市場の最新の動向、市場の推進要因と制約要因、業界内のメーカーが直面する課題とリスク、業界内の関連政策の分析を紹介します。
第15章：レポートの要点と結論。

Valued at US$ 1528 million in 2024, the global Identity Resolution Software market is forecast to reach US$ 2752 million by 2030, at a CAGR of 10.3% during the forecast period.
Identity resolution software is used to help government and commercial businesses recognize the unique digital identity of individual customers so they can develop highly personalized campaigns to target them. Identity resolution is sometimes offered as a feature of other customer data management solutions, such as customer data platforms (CDP), data management platforms (DMP), and customer identity and access management software.
By market size, USA and Europe has the majority of the identity resolution software market. All top companies, except Zeotap based in Germany, are headquartered in the states and Americas is also the largest consumption market in the world, which tooke up almost 70% of the whole global market. About 85% of the market focused on cloud based market, and the software is widely used in business and governments.
LiveRamp, Zeta Global, Criteo, Wunderkind, Neustar, Informatica, Verisk (Infutor) are the main companies, and the top five manufacturers own more than half of the international market. In terms of applications, large enterprises constitute the main consumer market, accounting for about 14% of the global market.
Report Includes
This report presents an overview of global market for Identity Resolution Software market size. Analyses of the global market trends, with historic market revenue data for 2019 - 2023, estimates for 2024, and projections of CAGR through 2030.
This report researches the key producers of Identity Resolution Software, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Identity Resolution Software, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Identity Resolution Software revenue, market share and industry ranking of main companies, data from 2019 to 2024. Identification of the major stakeholders in the global Identity Resolution Software market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2019 to 2030. Evaluation and forecast the market size for Identity Resolution Software revenue, projected growth trends, production technology, application and end-user industry.
Descriptive company profiles of the major global players, including Informatica, TransUnion (Signal, Neustar), LiveRamp, Wunderkind, Zeta Global, Treasure Data, Throtle, NetOwl, FullContact, Criteo, etc.

Market Segmentation
By Company
    Informatica
    TransUnion (Signal, Neustar)
    LiveRamp
    Wunderkind
    Zeta Global
    Treasure Data
    Throtle
    NetOwl
    FullContact
    Criteo
    Zeotap
    Verisk (Infutor)
    FICO
    Experian (Tapad)
    Amperity

Segment by Type
    Cloud Based
    Web Based

Segment by Application
    Large Enterprises
    SMEs

By Region
    North America
        United States
        Canada
    Asia-Pacific
        China
        Japan
        South Korea
        Southeast Asia
        India
        Australia
        Rest of Asia
    Europe
        Germany
        France
        U.K.
        Italy
        Russia
        Nordic Countries
        Rest of Europe
    Latin America
        Mexico
        Brazil
        Rest of South America
    Middle East & Africa
        Turkey
        Saudi Arabia
        UAE
        Rest of MEA

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. 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: Revenue of Identity Resolution Software 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. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Identity Resolution Software 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: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 7: Europe by Type, by Application and by country, revenue for each segment.
Chapter 8: China by Type, and by Application, revenue for each segment.
Chapter 9: Asia (excluding China) by Type, by Application and by region, revenue for each segment.
Chapter 10: Middle East, Africa, and Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Identity Resolution Software revenue, gross margin, and recent development, etc.
Chapter 12: Analyst's Viewpoints/Conclusions

List of Tables
 Table 1. Global Identity Resolution Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Cloud Based
 Table 3. Key Players of Web Based
 Table 4. Global Identity Resolution Software Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 5. Global Identity Resolution Software Market Size Growth Rate (CAGR) by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Market Size by Region (2020-2031) & (US$ Million)
 Table 7. Global Identity Resolution Software Market Share by Region (2020-2031)
 Table 8. Market Trends
 Table 9. Market Drivers
 Table 10. Market Challenges
 Table 11. Market Restraints
 Table 12. Global Identity Resolution Software Revenue by Players (2020-2025) & (US$ Million)
 Table 13. Global Identity Resolution Software Market Share by Players (2020-2025)
 Table 14. Global Top Identity Resolution Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Identity Resolution Software as of 2024)
 Table 15. Global Identity Resolution Software Industry Ranking 2023 VS 2024
 Table 16. Global 5 Largest Players Market Share by Identity Resolution Software Revenue (CR5 and HHI) & (2020-2025)
 Table 17. Global Key Players of Identity Resolution Software, Headquarters and Area Served
 Table 18. Global Key Players of Identity Resolution Software, Product and Application
 Table 19. Global Key Players of Identity Resolution Software, Date of Enter into This Industry
 Table 20. Mergers & Acquisitions, Expansion Plans
 Table 21. Global Market Size by Type (2020-2025) & (US$ Million)
 Table 22. Global Identity Resolution Software Revenue Market Share by Type (2020-2025)
 Table 23. Global Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 24. Global Identity Resolution Software Revenue Market Share by Type (2026-2031)
 Table 25. Global Market Size by Application (2020-2025) & (US$ Million)
 Table 26. Global Identity Resolution Software Revenue Market Share by Application (2020-2025)
 Table 27. Global Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 28. Global Identity Resolution Software Revenue Market Share by Application (2026-2031)
 Table 29. North America Market Size by Type (2020-2031) & (US$ Million)
 Table 30. North America Market Size by Application (2020-2031) & (US$ Million)
 Table 31. North America Identity Resolution Software Growth Rate (CAGR) by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 32. North America Market Size by Country (2020-2031) & (US$ Million)
 Table 33. Europe Market Size by Type (2020-2031) & (US$ Million)
 Table 34. Europe Market Size by Application (2020-2031) & (US$ Million)
 Table 35. Europe Identity Resolution Software Growth Rate (CAGR) by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 36. Europe Market Size by Country (2020-2025) & (US$ Million)
 Table 37. China Market Size by Type (2020-2031) & (US$ Million)
 Table 38. China Market Size by Application (2020-2031) & (US$ Million)
 Table 39. Asia Market Size by Type (2020-2031) & (US$ Million)
 Table 40. Asia Market Size by Application (2020-2025) & (US$ Million)
 Table 41. Asia Identity Resolution Software Growth Rate (CAGR) by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 42. Asia Market Size by Region (2020-2031) & (US$ Million)
 Table 43. Middle East, Africa, and Latin America Market Size by Type (2020-2031) & (US$ Million)
 Table 44. Middle East, Africa, and Latin America Market Size by Application (2020-2031) & (US$ Million)
 Table 45. Middle East, Africa, and Latin America Identity Resolution Software Growth Rate (CAGR) by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 46. Middle East, Africa, and Latin America Market Size by Country (2020-2031) & (US$ Million)
 Table 47. Informatica Company Details
 Table 48. Informatica Business Overview
 Table 49. Informatica Identity Resolution Software Product
 Table 50. Informatica Revenue (2020-2025) & (US$ Million)
 Table 51. Informatica Recent Development
 Table 52. TransUnion (Signal, Neustar) Company Details
 Table 53. TransUnion (Signal, Neustar) Business Overview
 Table 54. TransUnion (Signal, Neustar) Identity Resolution Software Product
 Table 55. TransUnion (Signal, Neustar) Revenue (2020-2025) & (US$ Million)
 Table 56. TransUnion (Signal, Neustar) Recent Development
 Table 57. LiveRamp Company Details
 Table 58. LiveRamp Business Overview
 Table 59. LiveRamp Identity Resolution Software Product
 Table 60. LiveRamp Revenue (2020-2025) & (US$ Million)
 Table 61. LiveRamp Recent Development
 Table 62. Wunderkind Company Details
 Table 63. Wunderkind Business Overview
 Table 64. Wunderkind Identity Resolution Software Product
 Table 65. Wunderkind Revenue (2020-2025) & (US$ Million)
 Table 66. Wunderkind Recent Development
 Table 67. Zeta Global Company Details
 Table 68. Zeta Global Business Overview
 Table 69. Zeta Global Identity Resolution Software Product
 Table 70. Zeta Global Revenue (2020-2025) & (US$ Million)
 Table 71. Zeta Global Recent Development
 Table 72. Treasure Data Company Details
 Table 73. Treasure Data Business Overview
 Table 74. Treasure Data Identity Resolution Software Product
 Table 75. Treasure Data Revenue (2020-2025) & (US$ Million)
 Table 76. Treasure Data Recent Development
 Table 77. Throtle Company Details
 Table 78. Throtle Business Overview
 Table 79. Throtle Identity Resolution Software Product
 Table 80. Throtle Revenue (2020-2025) & (US$ Million)
 Table 81. Throtle Recent Development
 Table 82. NetOwl Company Details
 Table 83. NetOwl Business Overview
 Table 84. NetOwl Identity Resolution Software Product
 Table 85. NetOwl Revenue (2020-2025) & (US$ Million)
 Table 86. NetOwl Recent Development
 Table 87. FullContact Company Details
 Table 88. FullContact Business Overview
 Table 89. FullContact Identity Resolution Software Product
 Table 90. FullContact Revenue (2020-2025) & (US$ Million)
 Table 91. FullContact Recent Development
 Table 92. Criteo Company Details
 Table 93. Criteo Business Overview
 Table 94. Criteo Identity Resolution Software Product
 Table 95. Criteo Revenue (2020-2025) & (US$ Million)
 Table 96. Criteo Recent Development
 Table 97. Zeotap Company Details
 Table 98. Zeotap Business Overview
 Table 99. Zeotap Identity Resolution Software Product
 Table 100. Zeotap Revenue (2020-2025) & (US$ Million)
 Table 101. Zeotap Recent Development
 Table 102. Verisk (Infutor) Company Details
 Table 103. Verisk (Infutor) Business Overview
 Table 104. Verisk (Infutor) Identity Resolution Software Product
 Table 105. Verisk (Infutor) Revenue (2020-2025) & (US$ Million)
 Table 106. Verisk (Infutor) Recent Development
 Table 107. FICO Company Details
 Table 108. FICO Business Overview
 Table 109. FICO Identity Resolution Software Product
 Table 110. FICO Revenue (2020-2025) & (US$ Million)
 Table 111. FICO Recent Development
 Table 112. Experian (Tapad) Company Details
 Table 113. Experian (Tapad) Business Overview
 Table 114. Experian (Tapad) Identity Resolution Software Product
 Table 115. Experian (Tapad) Revenue (2020-2025) & (US$ Million)
 Table 116. Experian (Tapad) Recent Development
 Table 117. Amperity Company Details
 Table 118. Amperity Business Overview
 Table 119. Amperity Identity Resolution Software Product
 Table 120. Amperity Revenue (2020-2025) & (US$ Million)
 Table 121. Amperity Recent Development
 Table 122. Research Programs/Design for This Report
 Table 123. Key Data Information from Secondary Sources
 Table 124. Key Data Information from Primary Sources


List of Figures
 Figure 1. Global Identity Resolution Software Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 2. Global Identity Resolution Software Market Share by Type: 2024 VS 2031
 Figure 3. Cloud Based Features
 Figure 4. Web Based Features
 Figure 5. Global Identity Resolution Software Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 6. Global Identity Resolution Software Market Share by Application: 2024 VS 2031
 Figure 7. Large Enterprises Case Studies
 Figure 8. SMEs Case Studies
 Figure 9. Identity Resolution Software Report Years Considered
 Figure 10. Global Identity Resolution Software Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 11. Global Identity Resolution Software Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 12. Global Identity Resolution Software Market Share by Region: 2024 VS 2031
 Figure 13. Global Identity Resolution Software Market Share by Players in 2024
 Figure 14. Global Top Identity Resolution Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Identity Resolution Software as of 2024)
 Figure 15. The Top 10 and 5 Players Market Share by Identity Resolution Software Revenue in 2024
 Figure 16. North America Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 17. North America Identity Resolution Software Market Share by Type (2020-2031)
 Figure 18. North America Identity Resolution Software Market Share by Application (2020-2031)
 Figure 19. North America Identity Resolution Software Market Share by Country (2020-2031)
 Figure 20. United States Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 21. Canada Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. Europe Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 23. Europe Identity Resolution Software Market Share by Type (2020-2031)
 Figure 24. Europe Identity Resolution Software Market Share by Application (2020-2031)
 Figure 25. Europe Identity Resolution Software Market Share by Country (2020-2031)
 Figure 26. Germany Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. France Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. U.K. Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Italy Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Russia Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Nordic Countries Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. China Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. China Identity Resolution Software Market Share by Type (2020-2031)
 Figure 34. China Identity Resolution Software Market Share by Application (2020-2031)
 Figure 35. Asia Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Asia Identity Resolution Software Market Share by Type (2020-2031)
 Figure 37. Asia Identity Resolution Software Market Share by Application (2020-2031)
 Figure 38. Asia Identity Resolution Software Market Share by Region (2020-2031)
 Figure 39. Japan Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. South Korea Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. China Taiwan Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Southeast Asia Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. India Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Australia Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Middle East, Africa, and Latin America Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Middle East, Africa, and Latin America Identity Resolution Software Market Share by Type (2020-2031)
 Figure 47. Middle East, Africa, and Latin America Identity Resolution Software Market Share by Application (2020-2031)
 Figure 48. Middle East, Africa, and Latin America Identity Resolution Software Market Share by Country (2020-2031)
 Figure 49. Brazil Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. Mexico Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 51. Turkey Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 52. Saudi Arabia Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 53. Israel Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 54. GCC Countries Identity Resolution Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 55. Informatica Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 56. TransUnion (Signal, Neustar) Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 57. LiveRamp Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 58. Wunderkind Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 59. Zeta Global Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 60. Treasure Data Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 61. Throtle Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 62. NetOwl Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 63. FullContact Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 64. Criteo Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 65. Zeotap Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 66. Verisk (Infutor) Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 67. FICO Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 68. Experian (Tapad) Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 69. Amperity Revenue Growth Rate in Identity Resolution Software Business (2020-2025)
 Figure 70. Bottom-up and Top-down Approaches for This Report
 Figure 71. Data Triangulation
 Figure 72. Key Executives Interviewed