¼¼°èÀÇ µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå ±Ô¸ð, Á¡À¯À², µ¿Ç⠺м® º¸°í¼ : µ¥ÀÌÅÍ Ä«Å×°í¸®º°, µ¥ÀÌÅÍ À¯Çüº°, °¡°Ýº°, ÃÖÁ¾ ¿ëµµº°, Áö¿ªº°, ºÎ¹®º° ¿¹Ãø(2025-2033³â)
Data Broker Market Size, Share & Trends Analysis Report By Data Category (Consumer Data, Business Data, Health Data, Financial Data, Location Data), By Data Type, By Pricing, By End-use, By Region, And Segment Forecasts, 2025 - 2033
»óǰÄÚµå
:
1790032
¸®¼Ä¡»ç
:
Grand View Research, Inc.
¹ßÇàÀÏ
:
2025³â 07¿ù
ÆäÀÌÁö Á¤º¸
:
¿µ¹® 120 Pages
¶óÀ̼±½º & °¡°Ý (ºÎ°¡¼¼ º°µµ)
¤± Add-on °¡´É: °í°´ÀÇ ¿äû¿¡ µû¶ó ÀÏÁ¤ÇÑ ¹üÀ§ ³»¿¡¼ CustomizationÀÌ °¡´ÉÇÕ´Ï´Ù. ÀÚ¼¼ÇÑ »çÇ×Àº ¹®ÀÇÇØ Áֽñ⠹ٶø´Ï´Ù.
»ùÇà ¿äû ¸ñ·Ï¿¡ Ãß°¡
µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå ¿ä¾à
¼¼°è µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå ±Ô¸ð´Â 2024³â¿¡ 2,779¾ï 7,000¸¸ ´Þ·¯·Î Æò°¡µÇ¾ú½À´Ï´Ù. 2033³â¿¡´Â 5,124¾ï 5,000¸¸ ´Þ·¯¿¡ ´ÞÇϰí, 2025-2033³â ¿¬Æò±Õ 7.3%¸¦ º¸ÀÏ °ÍÀ¸·Î ¿¹ÃøµË´Ï´Ù. ¼¼°è µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀåÀ» Çü¼ºÇÏ´Â ÁÖ¿ä Æ®·»µå´Â ´Ù¾çÇÑ »ê¾÷¿¡¼ÀÇ ºòµ¥ÀÌÅÍ ºÐ¼®, AI, ½Ç½Ã°£ µ¥ÀÌÅÍ ¼öÀÍÈ ¸ðµ¨ÀÇ À¶ÇÕÀÔ´Ï´Ù.
Á¶Á÷Àº Á¤ÀûÀÎ Àα¸Åë°èÇÐÀû µ¥ÀÌÅÍ ¼¼Æ®¿¡¼ Àǵµ, À§Ä¡, °Å·¡, °¨Á¤ µîÀ» °ÅÀÇ ½Ç½Ã°£À¸·Î ÆÄ¾ÇÇÒ ¼ö ÀÖ´Â µ¿Àû µ¥ÀÌÅÍ ½ºÆ®¸²À¸·Î ÀüȯÇϰí ÀÖ½À´Ï´Ù. ¶ÇÇÑ, ÇÁ·Î±×·¡¸Åƽ ±¤°í, ºÎÁ¤ÇàÀ§ °¨Áö, °³ÀÎÈµÈ ÀΰÔÀÌÁö¸ÕÆ®ÀÇ µîÀåÀ¸·Î ±â¾÷µéÀº ½ÇÁ¦ ¼ÒºñÀÚ ÇൿÀÇ º¯È¸¦ ¹Ý¿µÇÏ´Â Áö¼ÓÀûÀ¸·Î ¾÷µ¥ÀÌÆ®µÇ´Â µ¥ÀÌÅÍ ¼¼Æ®¸¦ ¿øÇϰí ÀÖ½À´Ï´Ù. µ¥ÀÌÅÍ ºê·ÎÄ¿´Â À̱âÁ¾ µ¥ÀÌÅÍ ¼Ò½ºÀÇ ÀÚµ¿ ºÐ·ù, º¸°, Á¤±Ôȸ¦ À§ÇÑ AI ±â¹Ý µµ±¸¸¦ ÅëÇÕÇÏ¿© ¿ø½Ã µ¥ÀÌÅ͸¦ ½Ç¿ëÀûÀÎ ÀÎÅÚ¸®Àü½º·Î º¯È¯ÇÕ´Ï´Ù. ¿¹¸¦ µé¾î, BFSI ¹× ¼Ò¸Å¾÷¿¡ Á¾»çÇÏ´Â ±â¾÷µéÀº Áß°³ µ¥ÀÌÅÍ ½ºÆ®¸²À» Ȱ¿ëÇÏ¿© ¸®µå ½ºÄھ, ¿ÀÆÛ °³ÀÎÈ, ½Å¿ë ¹× »ç±â À§Çè¿¡ ´ëÇÑ ¼±Á¦Àû ´ëÀÀÀ» ÅëÇØ º¸´Ù ½Å¼ÓÇϰí Á¤È®ÇÑ ÀÇ»ç°áÁ¤À» ³»¸± ¼ö ÀÖ°Ô µÇ¾ú½À´Ï´Ù.
¶ÇÇÑ, ¼öÁýµÇ´Â µ¥ÀÌÅÍÀÇ À¯Çüµµ ÁøÈÇϰí ÀÖÀ¸¸ç, ºñÁ¤Çü µ¥ÀÌÅÍ¿Í ¸ÂÃãÇü Á¤Çü µ¥ÀÌÅÍ¿¡ ´ëÇÑ ºñÁßÀÌ ³ô¾ÆÁö°í ÀÖ½À´Ï´Ù. À̸ÞÀÏ, ¿¬¶ôó Á¤º¸, À繫 ±â·Ï°ú °°Àº Á¤Çü µ¥ÀÌÅÍ´Â ¿©ÀüÈ÷ ÇÙ½ÉÀ» Â÷ÁöÇϰí ÀÖÁö¸¸, ¼Ò¼È ¹Ìµð¾î Ȱµ¿, À½¼º ±â·Ï, Áö¸®Àû À§Ä¡ Á¤º¸, ±¸¸Å Àǵµ ½ÅÈ£¿Í °°Àº ºñÁ¤Çü µ¥ÀÌÅÍ´Â ÀÚ¿¬¾î ó¸®(NLP)¿Í ¸Ó½Å·¯´×À» ÅëÇØ 󸮵ǰí ÀÖ½À´Ï´Ù. ÀÌ·¯ÇÑ º¯È´Â ÇコÄÉ¾î ¹× Åë½Å°ú °°Àº ºÐ¾ßÀÇ ¼ºÀå¿¡ ¹ÚÂ÷¸¦ °¡Çϰí ÀÖÀ¸¸ç, ¸ÂÃãÇü µ¥ÀÌÅÍ ¼¼Æ®´Â ¿¹Ãø ºÐ¼®, ³×Æ®¿öÅ© ÃÖÀûÈ, ȯÀÚ À§Çè °èÃþȸ¦ °¡´ÉÇÏ°Ô Çϰí ÀÖ½À´Ï´Ù.
µ¥ÀÌÅÍ ºê·ÎÄ¿´Â API ±â¹Ý ¹èÆ÷ Ç÷§Æû°ú ÇÔ²² ±¸µ¶ + Á¾·®Á¦(subscription + pay-per-use)¿Í °°Àº ÇÏÀ̺긮µå °¡°Ý ¸ðµ¨À» Á¦°øÇÏ¿© °í°´¿¡°Ô ¸ÂÃãÇü µ¥ÀÌÅÍ ¼¼Æ®¿¡ ´ëÇÑ ¸ðµâ½Ä ½Ç½Ã°£ ¾×¼¼½º¸¦ Á¦°øÇÕ´Ï´Ù. ¿¹¸¦ µé¾î, 2025³â 6¿ù ¹Ì±¹ ¼ÒºñÀÚ±ÝÀ¶º¸È£±¹(CFPB)Àº »ç¿ëÀÚÀÇ ¸í½ÃÀû µ¿ÀÇ ¾øÀÌ À§Ä¡Á¤º¸¿Í °Ç° °ü·Ã µ¥ÀÌÅ͸¦ ¹¾î ÆÇ¸ÅÇÑ °ÍÀ» Á¶»çÇÑ °á°ú, °øÁ¤½Å¿ëº¸°í¹ý¿¡ µû¶ó µ¥ÀÌÅÍ ºê·ÎÄ¿¸¦ ´ë»óÀ¸·Î ÇÑ »õ·Î¿î °¨½Ã Á¶Ä¡¸¦ ¹ßÇ¥Çß½À´Ï´Ù.
¸ñÂ÷
Á¦1Àå Á¶»ç ¹æ¹ý°ú ¹üÀ§
Á¦2Àå ÁÖ¿ä ¿ä¾à
Á¦3Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ º¯¼ö, µ¿Çâ ¹× ¹üÀ§
½ÃÀå ¼·Ð/°èÅë Àü¸Á
¾÷°è ¹ë·ùüÀÎ ºÐ¼®
½ÃÀå ¿ªÇÐ
½ÃÀå ¼ºÀå ÃËÁø¿äÀÎ ºÐ¼®
½ÃÀå ¼ºÀå ¾ïÁ¦¿äÀÎ ºÐ¼®
¾÷°è ±âȸ
µ¥ÀÌÅÍ ºê·ÎÄ¿ ºÐ¼® Åø
Porter's Five Forces ºÐ¼®
PESTEL ºÐ¼®
Á¦4Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå : µ¥ÀÌÅÍ Ä«Å×°í¸® ÃßÁ¤ ¹× µ¿Ç⠺м®
ºÎ¹® ´ë½Ãº¸µå
µ¥ÀÌÅÍ ºê·ÎÄ¿ : µ¥ÀÌÅÍ Ä«Å×°í¸® º¯µ¿ ºÐ¼®, 2024³â ¹× 2033³â
¼ÒºñÀÚ µ¥ÀÌÅÍ
ºñÁî´Ï½º µ¥ÀÌÅÍ
°Ç° µ¥ÀÌÅÍ
À繫 µ¥ÀÌÅÍ
À§Ä¡ µ¥ÀÌÅÍ
Á¦5Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå : µ¥ÀÌÅÍ À¯Çü ÃßÁ¤ ¹× µ¿Ç⠺м®
ºÎ¹® ´ë½Ãº¸µå
µ¥ÀÌÅÍ ºê·ÎÄ¿ : µ¥ÀÌÅÍ À¯Çü º¯µ¿ ºÐ¼®, 2024³â ¹× 2033³â
±¸Á¶È µ¥ÀÌÅÍ
ºñ±¸Á¶È µ¥ÀÌÅÍ
Ä¿½ºÅÒ ±¸Á¶ µ¥ÀÌÅÍ
Á¦6Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå : °¡°Ý ÃßÁ¤ ¹× µ¿Ç⠺м®
ºÎ¹® ´ë½Ãº¸µå
µ¥ÀÌÅÍ ºê·ÎÄ¿ : °¡°Ýº¯µ¿ ºÐ¼®, 2024³â ¹× 2033³â
±¸µ¶
Á¾·®Á¦
ÇÏÀ̺긮µå
Á¦7Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå : ÃÖÁ¾ ¿ëµµ ÃßÁ¤ ¹× µ¿Ç⠺м®
ºÎ¹® ´ë½Ãº¸µå
µ¥ÀÌÅÍ ºê·ÎÄ¿ : ÃÖÁ¾ ¿ëµµ º¯µ¿ ºÐ¼®, 2024³â ¹× 2033³â
ÀºÇà, ±ÝÀ¶¼ºñ½º ¹× º¸Çè(BFSI)
¼Ò¸Å ¹× E-Commerce
ÇコÄɾî
¹Ìµð¾î ¹× ¿£ÅÍÅ×ÀÎ¸ÕÆ®
IT ¹× Åë½Å
Á¤ºÎ
ÀÚµ¿Â÷
ºÎµ¿»ê
±âŸ
Á¦8Àå µ¥ÀÌÅÍ ºê·ÎÄ¿ ½ÃÀå : Áö¿ª ÃßÁ¤ ¹× µ¿Ç⠺м®
µ¥ÀÌÅÍ ºê·ÎÄ¿ Á¡À¯À², Áö¿ªº°, 2024³â ¹× 2033³â
ºÏ¹Ì
µ¥ÀÌÅÍ Ä«Å×°í¸®º°, 2021³â-2033³â
µ¥ÀÌÅÍ À¯Çüº°, 2021³â-2033³â
°¡°Ýº°, 2021³â-2033³â
¿ëµµº°, 2021³â-2033³â
¹Ì±¹
ij³ª´Ù
¸ß½ÃÄÚ
À¯·´
µ¥ÀÌÅÍ Ä«Å×°í¸®º°, 2021³â-2033³â
µ¥ÀÌÅÍ À¯Çüº°, 2021³â-2033³â
°¡°Ýº°, 2021³â-2033³â
¿ëµµº°, 2021³â-2033³â
¿µ±¹
µ¶ÀÏ
ÇÁ¶û½º
¾Æ½Ã¾ÆÅÂÆò¾ç
µ¥ÀÌÅÍ Ä«Å×°í¸®º°, 2021³â-2033³â
µ¥ÀÌÅÍ À¯Çüº°, 2021³â-2033³â
°¡°Ýº°, 2021³â-2033³â
¿ëµµº°, 2021³â-2033³â
Áß±¹
Àεµ
ÀϺ»
È£ÁÖ
Çѱ¹
¶óƾ¾Æ¸Þ¸®Ä«
µ¥ÀÌÅÍ Ä«Å×°í¸®º°, 2021³â-2033³â
µ¥ÀÌÅÍ À¯Çüº°, 2021³â-2033³â
°¡°Ýº°, 2021³â-2033³â
¿ëµµº°, 2021³â-2033³â
ºê¶óÁú
Áßµ¿ ¹× ¾ÆÇÁ¸®Ä«
µ¥ÀÌÅÍ Ä«Å×°í¸®º°, 2021³â-2033³â
µ¥ÀÌÅÍ À¯Çüº°, 2021³â-2033³â
°¡°Ýº°, 2021³â-2033³â
¿ëµµº°, 2021³â-2033³â
»ç¿ìµð¾Æ¶óºñ¾Æ
¾Æ¶ø¿¡¹Ì¸®Æ®(UAE)
³²¾ÆÇÁ¸®Ä«°øÈ±¹
Á¦9Àå °æÀï ±¸µµ
ÁÖ¿ä ½ÃÀå ÁøÃâ±â¾÷ÀÇ ÃÖ±Ù µ¿Çâ°ú ¿µÇ⠺м®
±â¾÷ ºÐ·ù
±â¾÷ÀÇ ½ÃÀå Á¡À¯À² ºÐ¼®, 2024³â
±â¾÷ È÷Æ®¸Ê ºÐ¼®
Àü·« ¸ÅÇÎ
È®´ë
ÀμöÇÕº´(M&A)
ÆÄÆ®³Ê½Ê ¹× Çù¾÷
½ÅÁ¦Ç° ¹ß¸Å
¿¬±¸°³¹ß
±â¾÷ °³¿ä
Acxiom LLC
Experian PLC
CoreLogic, Inc.
Equifax Inc.
Oracle America, Inc.
Nielsen Holdings plc
RELX PLC(LexisNexis Risk Solutions)
LiveRamp Holdings, Inc.
Epsilon Data Management, LLC
Dun &Bradstreet, Inc.
Intelius LLC
TowerData, Inc.
FullContact, Inc.
Thomson Reuters Corporation
TruthFinder LLC
LSH
¿µ¹® ¸ñÂ÷
Data Broker Market Summary
The global data broker market size was estimated at USD 277.97 billion in 2024 and is projected to reach USD 512.45 billion by 2033, growing at a CAGR of 7.3% from 2025 to 2033. A key trend shaping the global data broker market is the convergence of big data analytics, AI, and real-time data monetization models across diverse industry verticals.
Organizations are moving from static demographic datasets to dynamic data streams that capture intent, location, transactions, and sentiment in near real time. In addition, with the rise of programmatic advertising, fraud detection, and personalized engagement, businesses demand continuously updated datasets that reflect real-world changes in consumer behavior. Data brokers are integrating AI-driven tools for automatic categorization, enrichment, and normalization of disparate data sources, transforming raw data into actionable intelligence. For instance, companies in the BFSI and retail sectors are leveraging brokered data streams to score leads, personalize offers, and preempt credit and fraud risks, enabling faster, more accurate decision-making.
Moreover, the market is also witnessing evolution in the types of data being collected, with a strong pivot toward unstructured and custom-structured data. While structured data such as emails, contact information, and financial records continue to dominate core offerings, unstructured data like social media activity, voice transcripts, geolocation trails, and purchase intent signals are being processed using natural language processing (NLP) and machine learning. This shift is fueling growth in sectors like healthcare and telecom, where customized datasets enable predictive analytics, network optimization, and patient risk stratification.
Data brokers are increasingly offering hybrid pricing models such as subscription plus pay-per-use, alongside API-driven delivery platforms to provide clients with modular, real-time access to tailored datasets. For instance, in June 2025, the U.S. Consumer Financial Protection Bureau (CFPB) announced new oversight measures targeting data brokers under the Fair Credit Reporting Act, following investigations into how location and health-related data were being bundled and sold without explicit user consent, prompting brokers to enhance transparency, data sourcing disclosures, and opt-out mechanisms.
Global Data Broker Market Report Segmentation
This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global data broker market report based on data category, data type, pricing, end-use, and region.
Data Category Outlook (Revenue, USD Billion, 2021 - 2033)
Consumer Data
Business Data
Health Data
Financial Data
Location Data
Data Type Outlook (Revenue, USD Billion, 2021 - 2033)
Structured Data
Unstructured Data
Custom Structure Data
Pricing Outlook (Revenue, USD Billion, 2021 - 2033)
Subscription
Pay-per-Use
Hybrid
End-use Outlook (Revenue, USD Billion, 2021 - 2033)
BFSI
Retail & E-commerce
Healthcare
Media & Entertainment
IT & Telecom
Government
Automotive
Real Estate
Others
Regional Outlook (Revenue, USD Billion, 2021 - 2033)
North America
Europe
Asia Pacific
China
India
Japan
South Korea
Australia
Latin America
Middle East & Africa
UAE
Saudi Arabia
South Africa
Table of Contents
Chapter 1. Methodology and Scope
1.1. Methodology segmentation & scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Data Broker Variables, Trends & Scope
3.1. Market Introduction/Lineage Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Drivers Analysis
3.3.2. Market Restraints Analysis
3.3.3. Industry Opportunities
3.4. Data Broker Analysis Tools
3.4.1. Porter's Analysis
3.4.1.1. Bargaining power of the suppliers
3.4.1.2. Bargaining power of the buyers
3.4.1.3. Threats of substitution
3.4.1.4. Threats from new entrants
3.4.2. PESTEL Analysis
3.4.2.1. Political landscape
3.4.2.2. Economic and Social landscape
3.4.2.3. Technological landscape
3.4.2.4. Environmental landscape
3.4.2.5. Legal landscape
Chapter 4. Data Broker Market: Data Category Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Data Broker: Data Category Movement Analysis, 2024 & 2033 (USD Billion)
4.3. Consumer Data
4.3.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
4.4. Business Data
4.4.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
4.5. Health Data
4.5.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
4.6. Financial Data
4.6.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
4.7. Location Data
4.7.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
Chapter 5. Data Broker Market: Data Type Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Data Broker: Data Type Movement Analysis, 2024 & 2033 (USD Billion)
5.3. Structured Data
5.3.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
5.4. Unstructured Data
5.4.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
5.5. Custom Structure Data
5.5.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
Chapter 6. Data Broker Market: Pricing Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Data Broker: Pricing Movement Analysis, 2024 & 2033 (USD Billion)
6.3. Subscription
6.3.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
6.4. Pay-per-Use
6.4.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
6.5. Hybrid
6.5.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
Chapter 7. Data Broker Market: End Use Estimates & Trend Analysis
7.1. Segment Dashboard
7.2. Data Broker: End Use Movement Analysis, 2024 & 2033 (USD Billion)
7.3. BFSI
7.3.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.4. Retail & E-commerce
7.4.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.5. Healthcare
7.5.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.6. Media & Entertainment
7.6.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.7. IT & Telecom
7.7.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.8. Government
7.8.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.9. Automotive
7.9.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.10. Real Estate
7.10.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
7.11. Others
7.11.1. Market Size Estimates and Forecasts, 2021 - 2033 (USD Billion)
Chapter 8. Data Broker Market: Regional Estimates & Trend Analysis
8.1. Data Broker Share, By Region, 2024 & 2033, USD Billion
8.2. North America
8.2.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.2.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.2.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.2.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.2.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.2.6. U.S.
8.2.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.2.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.2.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.2.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.2.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.2.7. Canada
8.2.7.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.2.7.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.2.7.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.2.7.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.2.7.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.2.8. Mexico
8.2.8.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.2.8.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.2.8.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.2.8.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.2.8.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.3. Europe
8.3.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.3.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.3.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.3.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.3.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.3.6. UK
8.3.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.3.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.3.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.3.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.3.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.3.7. Germany
8.3.7.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.3.7.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.3.7.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.3.7.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.3.7.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.3.8. France
8.3.8.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.3.8.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.3.8.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.3.8.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.3.8.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4. Asia Pacific
8.4.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4.6. China
8.4.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4.7. India
8.4.7.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.7.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.7.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.7.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.7.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4.8. Japan
8.4.8.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.8.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.8.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.8.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.8.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4.9. Australia
8.4.9.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.9.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.9.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.9.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.9.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.4.10. South Korea
8.4.10.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.4.10.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.4.10.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.4.10.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.4.10.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.5. Latin America
8.5.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.5.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.5.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.5.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.5.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.5.6. Brazil
8.5.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.5.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.5.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.5.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.5.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.6. Middle East & Africa
8.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.6.6. Saudi Arabia
8.6.6.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.6.6.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.6.6.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.6.6.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.6.6.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.6.7. UAE
8.6.7.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.6.7.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.6.7.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.6.7.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.6.7.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
8.6.8. South Africa
8.6.8.1. Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
8.6.8.2. Market estimates and forecast by Data Category, 2021 - 2033 (Revenue, USD Billion)
8.6.8.3. Market estimates and forecast by Data Type, 2021 - 2033 (Revenue, USD Billion)
8.6.8.4. Market estimates and forecast by Pricing, 2021 - 2033 (Revenue, USD Billion)
8.6.8.5. Market estimates and forecast by End Use, 2021 - 2033 (Revenue, USD Billion)
Chapter 9. Competitive Landscape
9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Market Share Analysis, 2024
9.4. Company Heat Map Analysis
9.5. Strategy Mapping
9.5.1. Expansion
9.5.2. Mergers & Acquisition
9.5.3. Partnerships & Collaborations
9.5.4. New Product Launches
9.5.5. Research And Development
9.6. Company Profiles
9.6.1. Acxiom LLC
9.6.1.1. Participant's Overview
9.6.1.2. Financial Performance
9.6.1.3. Product Benchmarking
9.6.1.4. Recent Developments
9.6.2. Experian PLC
9.6.2.1. Participant's Overview
9.6.2.2. Financial Performance
9.6.2.3. Product Benchmarking
9.6.2.4. Recent Developments
9.6.3. CoreLogic, Inc.
9.6.3.1. Participant's Overview
9.6.3.2. Financial Performance
9.6.3.3. Product Benchmarking
9.6.3.4. Recent Developments
9.6.4. Equifax Inc.
9.6.4.1. Participant's Overview
9.6.4.2. Financial Performance
9.6.4.3. Product Benchmarking
9.6.4.4. Recent Developments
9.6.5. Oracle America, Inc.
9.6.5.1. Participant's Overview
9.6.5.2. Financial Performance
9.6.5.3. Product Benchmarking
9.6.5.4. Recent Developments
9.6.6. Nielsen Holdings plc
9.6.6.1. Participant's Overview
9.6.6.2. Financial Performance
9.6.6.3. Product Benchmarking
9.6.6.4. Recent Developments
9.6.7. RELX PLC (LexisNexis Risk Solutions)
9.6.7.1. Participant's Overview
9.6.7.2. Financial Performance
9.6.7.3. Product Benchmarking
9.6.7.4. Recent Developments
9.6.8. LiveRamp Holdings, Inc.
9.6.8.1. Participant's Overview
9.6.8.2. Financial Performance
9.6.8.3. Product Benchmarking
9.6.8.4. Recent Developments
9.6.9. Epsilon Data Management, LLC
9.6.9.1. Participant's Overview
9.6.9.2. Financial Performance
9.6.9.3. Product Benchmarking
9.6.9.4. Recent Developments
9.6.10. Dun & Bradstreet, Inc.
9.6.10.1. Participant's Overview
9.6.10.2. Financial Performance
9.6.10.3. Product Benchmarking
9.6.10.4. Recent Developments
9.6.11. Intelius LLC
9.6.11.1. Participant's Overview
9.6.11.2. Financial Performance
9.6.11.3. Product Benchmarking
9.6.11.4. Recent Developments
9.6.12. TowerData, Inc.
9.6.12.1. Participant's Overview
9.6.12.2. Financial Performance
9.6.12.3. Product Benchmarking
9.6.12.4. Recent Developments
9.6.13. FullContact, Inc.
9.6.13.1. Participant's Overview
9.6.13.2. Financial Performance
9.6.13.3. Product Benchmarking
9.6.13.4. Recent Developments
9.6.14. Thomson Reuters Corporation
9.6.14.1. Participant's Overview
9.6.14.2. Financial Performance
9.6.14.3. Product Benchmarking
9.6.14.4. Recent Developments
9.6.15. TruthFinder LLC
9.6.15.1. Participant's Overview
9.6.15.2. Financial Performance
9.6.15.3. Product Benchmarking
9.6.15.4. Recent Developments
°ü·ÃÀÚ·á