100+ datasets found
  1. D

    Alternative Data Provider Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 16, 2024
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    Dataintelo (2024). Alternative Data Provider Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/alternative-data-provider-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 16, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Alternative Data Provider Market Outlook



    The global alternative data provider market size was valued at approximately USD 2.5 billion in 2023 and is expected to reach around USD 11 billion by 2032, growing at a robust CAGR of 18% during the forecast period. The surge in market size is primarily driven by the increasing demand for unique insights that alternative data provides to investment firms, hedge funds, and other financial institutions.



    One of the prominent growth factors fueling the alternative data provider market is the escalating number of data sources. With the digital footprint expanding across social media, web scraping, credit card transactions, and satellite data, firms are constantly seeking new ways to gain a competitive edge. Social media platforms alone generate an immense volume of data daily, enabling businesses to derive real-time insights into consumer behavior, market trends, and sentiment analysis. This vast pool of unstructured data, when properly processed and analyzed, provides a goldmine of information for investment strategies and risk management.



    Another significant growth driver is the increasing adoption of advanced analytical tools and artificial intelligence (AI). These technologies enable the efficient processing and analysis of large datasets, thus enhancing the accuracy and reliability of the insights derived. AI algorithms, in particular, are adept at identifying patterns and trends that may not be immediately apparent to human analysts. Moreover, the integration of machine learning techniques allows for continuous improvement in data analysis capabilities, making alternative data an indispensable tool for financial institutions aiming to stay ahead of the market.



    Furthermore, the growing regulatory emphasis on transparency and accountability in financial markets is driving the adoption of alternative data. Regulatory bodies across the globe are increasingly scrutinizing traditional data sources to ensure fair trading practices and risk mitigation. In response, financial institutions are turning to alternative data providers to gain a more comprehensive view of market dynamics and to comply with stringent regulatory requirements. This shift toward greater transparency is expected to further bolster market growth.



    Regionally, North America dominates the alternative data provider market, owing to the early adoption of advanced technologies and the presence of major financial hubs. However, other regions such as Asia Pacific and Europe are rapidly catching up. In Asia Pacific, the burgeoning fintech sector and the increasing number of start-ups are contributing significantly to market growth. Europe, on the other hand, is witnessing a surge in demand due to stringent regulatory frameworks and a growing emphasis on sustainable investing practices.



    Data Type Analysis



    The alternative data provider market can be segmented by data type into social media data, web scraped data, credit card transactions, satellite data, and others. Social media data is a significant segment that impacts the market due to the sheer volume and variety of data generated through various platforms like Facebook, Twitter, and LinkedIn. This data includes user posts, comments, likes, shares, and other forms of engagement that can be analyzed to gauge market sentiment and predict consumer behavior. Social media data is invaluable for real-time analysis and immediate insights, making it a crucial component for investment and marketing strategies.



    Web scraped data is another vital segment, offering an extensive array of information collected from various online sources like e-commerce websites, news sites, blogs, and forums. This data type provides insights into market trends, product popularity, pricing strategies, and consumer preferences. Web scraping tools extract relevant information efficiently, which can then be analyzed to provide actionable insights for businesses looking to optimize their operations and investment strategies.



    Credit card transaction data is a high-value segment, offering precise insights into consumer spending patterns and financial behaviors. This data can be used to track economic trends, monitor the performance of specific sectors, and forecast future spending habits. Financial institutions and hedge funds rely heavily on this type of data to make informed investment decisions and to develop targeted marketing campaigns. The granularity and accuracy of credit card transaction data make it a powerful tool for financial analysis.



    Satellite data is an e

  2. i

    Alternative Data Provider Market - In-Depth Insights & Analysis

    • imrmarketreports.com
    Updated Sep 2022
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    Swati Kalagate; Akshay Patil; Vishal Kumbhar (2022). Alternative Data Provider Market - In-Depth Insights & Analysis [Dataset]. https://www.imrmarketreports.com/reports/alternative-data-provider-market
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    Dataset updated
    Sep 2022
    Dataset provided by
    IMR Market Reports
    Authors
    Swati Kalagate; Akshay Patil; Vishal Kumbhar
    License

    https://www.imrmarketreports.com/privacy-policy/https://www.imrmarketreports.com/privacy-policy/

    Description

    Report of Alternative Data Provider Market is covering the summarized study of several factors encouraging the growth of the market such as market size, market type, major regions and end user applications. By using the report customer can recognize the several drivers that impact and govern the market. The report is describing the several types of Alternative Data Provider Industry. Factors that are playing the major role for growth of specific type of product category and factors that are motivating the status of the market.

  3. c

    Global Alternative Data Provider Market Report 2025 Edition, Market Size,...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Aug 15, 2025
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    Cognitive Market Research (2025). Global Alternative Data Provider Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/alternative-data-provider-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Aug 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Alternative Data Provider market size 2025 was XX Million. Alternative Data Provider Industry compound annual growth rate (CAGR) will be XX% from 2025 till 2033.

  4. v

    Global Alternative Data Market Size By Data Type (Card Transactions, Mobile...

    • verifiedmarketresearch.com
    Updated Nov 15, 2024
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    VERIFIED MARKET RESEARCH (2024). Global Alternative Data Market Size By Data Type (Card Transactions, Mobile Application Usage), By End-User Industry (Automotive, BFSI, Energy), By End User (Hedge Fund Operators, Investment Institutions), By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/alternative-data-market/
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    Dataset updated
    Nov 15, 2024
    Dataset authored and provided by
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    Global
    Description

    Alternative Data Market size was valued at USD 16.13 Billion in 2024 and is projected to reach USD 408.72 Billion by 2031, growing at a CAGR of 54.92% from 2024 to 2031.

    Global Alternative Data Market Drivers

    Growing Need for Alpha Generation: Investors are continuously looking for fresh sources of alpha, or excess returns over a benchmark, in the fiercely competitive financial markets. Insights from alternative data are distinct from those from traditional sources, which helps investors spot opportunities and obtain a competitive advantage. Technological Developments: The mass gathering and examination of alternative data has been made easier by technological developments, especially in fields like artificial intelligence, machine learning, and big data analytics. These technologies improve the value proposition of alternative data for investors by enabling complex data processing, pattern detection, and predictive modeling. Proliferation of Data Sources: Beyond traditional financial and economic indicators, there is a proliferation of data sources due to the internet and digital technology. Web traffic, satellite imagery, social media feeds, consumer transactions, and sensor data are just a few examples of the many sources that make up alternative data, which offers deep and varied insights into a number of fields and industries. Regulatory Environment: The gathering, storing, and use of alternative data may be affected by changes in regulations, such as the General Data Protection Regulation (GDPR) of the European Union and other comparable data protection legislation across the globe. Adherence to regulatory mandates is crucial for alternative data providers and consumers, as it molds the market environment and impacts data procurement tactics.

  5. Alternative Data Market Analysis North America, Europe, APAC, South America,...

    • technavio.com
    pdf
    Updated Jan 17, 2025
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    Technavio (2025). Alternative Data Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, Canada, China, UK, Mexico, Germany, Japan, India, Italy, France - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/alternative-data-market-industry-analysis
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    pdfAvailable download formats
    Dataset updated
    Jan 17, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    License

    https://www.technavio.com/content/privacy-noticehttps://www.technavio.com/content/privacy-notice

    Time period covered
    2025 - 2029
    Area covered
    United Kingdom, Mexico, Canada, United States
    Description

    Snapshot img

    Alternative Data Market Size 2025-2029

    The alternative data market size is valued to increase USD 60.32 billion, at a CAGR of 52.5% from 2024 to 2029. Increased availability and diversity of data sources will drive the alternative data market.

    Major Market Trends & Insights

    North America dominated the market and accounted for a 56% growth during the forecast period.
    By Type - Credit and debit card transactions segment was valued at USD 228.40 billion in 2023
    By End-user - BFSI segment accounted for the largest market revenue share in 2023
    

    Market Size & Forecast

    Market Opportunities: USD 6.00 million
    Market Future Opportunities: USD 60318.00 million
    CAGR from 2024 to 2029 : 52.5%
    

    Market Summary

    The market represents a dynamic and rapidly expanding landscape, driven by the increasing availability and diversity of data sources. With the rise of alternative data-driven investment strategies, businesses and investors are increasingly relying on non-traditional data to gain a competitive edge. Core technologies, such as machine learning and natural language processing, are transforming the way alternative data is collected, analyzed, and utilized. Despite its potential, the market faces challenges related to data quality and standardization. According to a recent study, alternative data accounts for only 10% of the total data used in financial services, yet 45% of firms surveyed reported issues with data quality.
    Service types, including data providers, data aggregators, and data analytics firms, are addressing these challenges by offering solutions to ensure data accuracy and reliability. Regional mentions, such as North America and Europe, are leading the adoption of alternative data, with Europe projected to grow at a significant rate due to increasing regulatory support for alternative data usage. The market's continuous evolution is influenced by various factors, including technological advancements, changing regulations, and emerging trends in data usage.
    

    What will be the Size of the Alternative Data Market during the forecast period?

    Get Key Insights on Market Forecast (PDF) Request Free Sample

    How is the Alternative Data Market Segmented ?

    The alternative data industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Type
    
      Credit and debit card transactions
      Social media
      Mobile application usage
      Web scrapped data
      Others
    
    
    End-user
    
      BFSI
      IT and telecommunication
      Retail
      Others
    
    
    Geography
    
      North America
    
        US
        Canada
        Mexico
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Type Insights

    The credit and debit card transactions segment is estimated to witness significant growth during the forecast period.

    Alternative data derived from credit and debit card transactions plays a significant role in offering valuable insights for market analysts, financial institutions, and businesses. This data category is segmented into credit card and debit card transactions. Credit card transactions serve as a rich source of information on consumers' discretionary spending, revealing their luxury spending tendencies and credit management skills. Debit card transactions, on the other hand, shed light on essential spending habits, budgeting strategies, and daily expenses, providing insights into consumers' practical needs and lifestyle choices. Market analysts and financial institutions utilize this data to enhance their strategies and customer experiences.

    Natural language processing (NLP) and sentiment analysis tools help extract valuable insights from this data. Anomaly detection systems enable the identification of unusual spending patterns, while data validation techniques ensure data accuracy. Risk management frameworks and hypothesis testing methods are employed to assess potential risks and opportunities. Data visualization dashboards and machine learning models facilitate data exploration and trend analysis. Data quality metrics and signal processing methods ensure data reliability and accuracy. Data governance policies and real-time data streams enable timely access to data. Time series forecasting, clustering techniques, and high-frequency data analysis provide insights into trends and patterns.

    Model training datasets and model evaluation metrics are essential for model development and performance assessment. Data security protocols are crucial to protect sensitive financial information. Economic indicators and compliance regulations play a role in the context of this market. Unstructured data analysis, data cleansing pipelines, and statistical significance are essential for deriving meaningful insights from this data. New

  6. A

    Alternative Data Service Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 18, 2025
    + more versions
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    Data Insights Market (2025). Alternative Data Service Report [Dataset]. https://www.datainsightsmarket.com/reports/alternative-data-service-533247
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jun 18, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Alternative Data Services market is experiencing robust growth, driven by the increasing demand for non-traditional data sources among financial institutions and investment firms. The market's expansion is fueled by several key factors. Firstly, the need for enhanced investment strategies and improved risk management is pushing firms to explore alternative data sources beyond traditional financial statements. This includes incorporating web scraping, social media sentiment analysis, satellite imagery, and transactional data to gain a competitive edge in market prediction and portfolio management. Secondly, advancements in data analytics and machine learning capabilities have made it easier to process and interpret this complex, unstructured alternative data, leading to more actionable insights. Finally, the rising availability of alternative data providers, many specializing in niche data segments, has fostered a dynamic and competitive market. While the exact market size in 2025 is unavailable, a reasonable estimation based on a plausible CAGR of 25% (a common growth rate for rapidly expanding technology sectors) from a hypothetical base year 2019 figure of $5 Billion, would place the 2025 market size at approximately $15 billion. This estimate acknowledges the market's dynamic nature and potential for faster or slower growth based on economic conditions and technological advancements. However, the upward trend remains undeniable. The market's segmentation includes various data types and service models. Companies are categorized into providers specializing in specific data sources (e.g., transactional data, satellite imagery) and those offering integrated platforms that combine multiple data types. Geopolitically, North America currently dominates the market, given the concentration of financial institutions and technology firms in the region. However, significant growth is expected from Asia-Pacific and Europe, driven by increasing adoption of alternative data in developing financial markets. Restraints include challenges related to data quality, regulation, and data privacy concerns. The increasing regulatory scrutiny around the use of alternative data necessitates robust compliance strategies for both data providers and users. Despite these challenges, the long-term outlook for the Alternative Data Services market remains extremely positive, with a projected substantial increase in market size over the next decade. This growth will be driven by continuous technological innovation, expanding data availability, and the increasing demand for data-driven investment decision-making.

  7. D

    Alternative Data For Investing Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    The citation is currently not available for this dataset.
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Alternative Data for Investing Market Outlook



    According to our latest research, the global Alternative Data for Investing market size reached USD 6.2 billion in 2024, exhibiting robust momentum with a CAGR of 18.7% from 2025 to 2033. This dynamic market is projected to achieve a value of USD 33.7 billion by 2033, fueled by rising demand for non-traditional data sources that offer actionable investment insights. The rapid expansion is driven by increasing adoption among institutional investors, technological advancements in data analytics, and a growing appetite for alpha generation in competitive financial markets.




    The primary growth factor for the Alternative Data for Investing market is the escalating need for unique, real-time information that can provide a competitive edge in investment decision-making. Traditional data sources, such as financial statements and economic indicators, are now widely available and often lead to crowded trades. In contrast, alternative data—ranging from satellite imagery and web-scraped data to mobile app usage and credit card transactions—offers granular, timely insights that are not yet fully priced into the market. As asset managers and hedge funds seek to outperform benchmarks, they are increasingly turning to alternative data to identify emerging trends, assess corporate performance, and anticipate market movements ahead of their peers. This shift is further amplified by advancements in artificial intelligence and machine learning, which enable investors to process and extract value from vast, unstructured datasets with unprecedented speed and accuracy.




    Another significant driver is the proliferation of data sources and the democratization of data access. The digital transformation across industries has generated an explosion of data, much of which can be harnessed for investment purposes. Social media platforms, e-commerce sites, geospatial technologies, and IoT devices are continuously generating valuable signals about consumer behavior, supply chain dynamics, and macroeconomic conditions. Financial institutions are increasingly collaborating with data vendors and fintech startups to integrate these alternative datasets into their investment models. Additionally, regulatory changes in data privacy and open banking are enabling greater access to transaction-level data, further broadening the scope of alternative data applications in investing.




    The growing sophistication and adoption of data analytics tools are also propelling the Alternative Data for Investing market forward. Cloud-based analytics platforms, advanced visualization tools, and scalable data management solutions have made it easier for investment professionals to ingest, process, and interpret large volumes of alternative data. This has led to the emergence of new investment strategies, such as sentiment-driven trading, real-time supply chain monitoring, and ESG (Environmental, Social, and Governance) analysis using non-traditional metrics. Furthermore, as more retail investors gain access to alternative data through digital platforms, the market is witnessing broader participation and innovation in data-driven investing.




    Regionally, North America dominates the Alternative Data for Investing market, accounting for the largest share in 2024 due to the presence of leading financial hubs, advanced technology infrastructure, and a high concentration of institutional investors. Europe is also experiencing robust growth, driven by regulatory support for data sharing and the rise of fintech innovation hubs. The Asia Pacific region is emerging as a high-growth market, fueled by rapid digitalization, expanding capital markets, and increasing adoption of alternative data by local asset managers and hedge funds. Meanwhile, Latin America and the Middle East & Africa are witnessing steady growth, supported by rising financial inclusion and the entry of global data providers into these regions.



    Data Type Analysis



    The data type segment of the Alternative Data for Investing market is highly diverse, encompassing a wide array of sources such as social and sentiment data, web-scraped data, satellite and geospatial data, credit and debit card transactions, mobile application usage, and other emerging categories. Social and sentiment data, derived from platforms like Twitter, Reddit, and financial forums, has become indispensable for gauging market sentiment and predicting short-term price movements. Investment prof

  8. A

    Alternative Data Vendor Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 3, 2025
    + more versions
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    Market Report Analytics (2025). Alternative Data Vendor Report [Dataset]. https://www.marketreportanalytics.com/reports/alternative-data-vendor-54713
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    pdf, doc, pptAvailable download formats
    Dataset updated
    Apr 3, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Alternative Data Vendor market is experiencing robust growth, driven by the increasing demand for non-traditional data sources to enhance investment strategies and business decision-making. The market's expansion is fueled by the proliferation of digital data, advancements in data analytics, and a growing need for more comprehensive and nuanced insights across various sectors. The BFSI (Banking, Financial Services, and Insurance) sector remains a significant driver, leveraging alternative data for credit scoring, fraud detection, and risk management. However, growth is also witnessed in industrial, IT and telecommunications, and retail and logistics sectors as businesses seek competitive advantages through data-driven decision-making. The diverse types of alternative data, including credit card transactions, web data, sentiment analysis, and public data, cater to a wide range of applications. While data privacy and regulatory concerns pose challenges, the market is overcoming these hurdles through robust data anonymization and compliance strategies. The competitive landscape features both established players like S&P Global and Bloomberg, along with emerging technology-driven companies, fostering innovation and market expansion. We project a steady compound annual growth rate (CAGR) resulting in a substantial market expansion over the next decade. This growth is expected to be distributed across regions, with North America and Europe maintaining leading positions due to early adoption and developed data infrastructure. The forecast period from 2025 to 2033 anticipates continued market expansion, propelled by factors such as increasing data availability from IoT devices, refined analytical techniques, and expanding applications across new sectors. The market's segmentation by application and data type is expected to further evolve, with niche players focusing on specific data sets and industries. This specialized approach allows for deeper insights and catering to specific client needs. Geographic expansion will continue, with growth in Asia-Pacific particularly driven by the increasing adoption of digital technologies and expanding economic activity. Strategic partnerships and mergers and acquisitions will likely shape the competitive landscape, fostering consolidation and further innovation in alternative data solutions. Despite challenges related to data quality, security, and ethical considerations, the overall outlook for the Alternative Data Vendor market remains highly positive, with substantial growth opportunities over the long term.

  9. A

    Alternative Data Solution Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jul 15, 2025
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    Data Insights Market (2025). Alternative Data Solution Report [Dataset]. https://www.datainsightsmarket.com/reports/alternative-data-solution-1946780
    Explore at:
    ppt, doc, pdfAvailable download formats
    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The alternative data solutions market is experiencing robust growth, driven by the increasing demand for richer, more granular datasets beyond traditional financial information. The market, currently estimated at $5 billion in 2025, is projected to grow at a Compound Annual Growth Rate (CAGR) of 20% from 2025 to 2033, reaching approximately $20 billion by 2033. This expansion is fueled by several key drivers, including the rise of quantitative investment strategies, the need for improved risk management, and the increasing availability of diverse data sources like social media, satellite imagery, and transactional data. Fintech innovations are also playing a crucial role, offering sophisticated analytical tools to process and interpret this complex data, leading to more informed decision-making across various sectors. While data privacy regulations and the cost of data acquisition represent challenges, the potential for enhanced insights and competitive advantage continues to fuel market growth. The market is segmented by data type (e.g., social media, transactional, satellite), application (e.g., investment management, risk management, market research), and region. North America currently holds the largest market share, followed by Europe, driven by the presence of established financial institutions and advanced technological infrastructure. However, Asia-Pacific is witnessing rapid growth, propelled by increasing technological adoption and the expansion of fintech firms. Key players, including Alternative Data Group, Equifax, and Sentieo, are actively competing through strategic partnerships, acquisitions, and the development of innovative data analytics platforms. The future of the alternative data solutions market hinges on addressing data quality, accessibility, and security concerns while continuing to innovate in data analytics and machine learning to unlock the full potential of this rapidly evolving landscape.

  10. d

    Coresignal | Company Financial Data | Alternative Data | Global / 1B+...

    • datarade.ai
    .json, .csv
    Updated Feb 19, 2024
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    Coresignal (2024). Coresignal | Company Financial Data | Alternative Data | Global / 1B+ Records / Largest Professional Network / Updated Daily [Dataset]. https://datarade.ai/data-products/coresignal-company-financial-data-alternative-data-glob-coresignal
    Explore at:
    .json, .csvAvailable download formats
    Dataset updated
    Feb 19, 2024
    Dataset authored and provided by
    Coresignal
    Area covered
    Curaçao, Micronesia (Federated States of), Heard Island and McDonald Islands, Morocco, Mongolia, Madagascar, Afghanistan, Saint Barthélemy, Portugal, Canada
    Description

    ➡️ Choose from multiple data formats, delivery frequency options, and delivery methods

    ➡️ Select raw or clean and AI-enriched datasets

    ➡️ Use multiple APIs designed for effortless search and enrichment (accessible using a user-friendly self-service tool)

    ➡️ Receive fresh data daily and quickly change tracking with dedicated data fields

    ➡️ Get all necessary resources for evaluating our data: a free consultation, a data sample, or free credits for testing our APIs

    Coresignal's Employee, Company, and Job Postings Data allows you to create innovative, data-driven solutions and extract actionable business insights. These datasets are popular among companies from different industries, including investment, sales, and HR technology.

    ✅ For investors

    Gain strategic business insights, enhance decision-making, and maintain algorithms that signal investment opportunities with Coresignal's global Employee Data and Company Data.

    Use cases

    1. Screen startups and industries showing early signs of growth
    2. Identify companies hungry for the next investment
    3. Check if a startup is about to reach the next maturity phase
    4. Identify and predict a startup's potential at the founding moment
    5. Choose companies that fit you in terms of size and headcount

    ✅ For HR tech

    Coresignal's Alternative Data, including Employee Data, Job Postings Data, and Company Data, enable you to build and improve AI-based talent-sourcing and other HR technology solutions.

    Use cases

    1. Build AI-based tools
    2. Find qualified candidates
    3. Enrich existing hiring data
    4. Analyze recruiting strategies
    5. Identify emerging job markets

    ✅ For sales tech

    Companies use our large-scale datasets to improve their lead generation engines and power sales technology platforms.

    Use cases

    1. Extract targeted lead lists
    2. Fill in the gaps in your lead data
    3. Enable data-driven sales strategies
    4. Use predictive models to identify potential leads
    5. Group your leads in segments for more accurate targeting

    ➡️ Why 400+ data-powered businesses choose Coresignal:

    1. Experienced data provider (in the market since 2016)
    2. Exceptional client service
    3. Always fresh records
    4. Responsible and secure data collection
  11. k

    Data from: “Give Me Some Credit!”: Using Alternative Data to Expand Credit...

    • kansascityfed.org
    pdf
    Updated Nov 12, 2024
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    (2024). “Give Me Some Credit!”: Using Alternative Data to Expand Credit Access [Dataset]. https://www.kansascityfed.org/research/payments-system-research-briefings/give-me-some-credit-using-alternative-data-to-expand-credit-access/
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Nov 12, 2024
    Description

    Fintechs, credit bureaus, and financial institutions are collecting alternative data to develop new scoring models that supplement traditional credit reports. Studies, providers, and pilot programs suggest that these alternative data can improve credit reporting and thereby expand access to fair credit. However, use of alternative data is still low due to both uncertainty about the benefits relative to the cost and consumer concerns about use and privacy.

  12. d

    Transact Signal EUR Consumer Alternative Data | Austria, France, Germany,...

    • datarade.ai
    .csv, .sql
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    Consumer Edge, Transact Signal EUR Consumer Alternative Data | Austria, France, Germany, Italy, Spain, UK | 6.7M Accounts, 5K Merchants, 600 Companies [Dataset]. https://datarade.ai/data-products/consumer-edge-transact-eur-e-commerce-merchant-data-machi-consumer-edge
    Explore at:
    .csv, .sqlAvailable download formats
    Dataset authored and provided by
    Consumer Edge
    Area covered
    Germany, Austria, Spain, France, Italy, United Kingdom
    Description

    Consumer Edge is a leader in alternative consumer data for public and private investors and corporate clients. CE Transact Signal EUR includes consumer transaction data on 6.7M+ credit cards, debit cards, direct debit accounts, and direct transfer accounts, including 5.3M+ active monthly users. Capturing online, offline, and 3rd-party consumer spending on public and private companies, data covers 5K+ merchants, 3K+ brands mapped to 600 global parent companies (500 publicly traded), and deep geographic breakouts with demographic breakouts coming soon for UK. Brick & mortar , and ecommerce direct-to-consumer sales are recorded on transaction date and purchase data is available for most companies as early as 5 days post-swipe.

    Consumer Edge’s consumer transaction datasets offer insights into industries across consumer and discretionary spend such as: • Apparel, Accessories, & Footwear • Automotive • Beauty • Commercial – Hardlines • Convenience / Drug / Diet • Department Stores • Discount / Club • Education • Electronics / Software • Financial Services • Full-Service Restaurants • Grocery • Ground Transportation • Health Products & Services • Home & Garden • Insurance • Leisure & Recreation • Limited-Service Restaurants • Luxury • Miscellaneous Services • Online Retail – Broadlines • Other Specialty Retail • Pet Products & Services • Sporting Goods, Hobby, Toy & Game • Telecom & Media • Travel

    Public and private investors can leverage insights from CE’s synthetic data to assess consensus estimates and investment opportunities, while consumer marketing and retailers can gain visibility into transaction data’s potential for competitive analysis, shopper behavior, and consumer insights.

    Most popular use cases among public and private investors include: • Track Key KPIs to Company-Reported Figures • Understanding TAM for Focus Industries • Competitive Analysis • Evaluating Public, Private, and Soon-to-be-Public Companies • Ability to Explore Geographic & Regional Differences • Cross-Shop & Loyalty • Drill Down to SKU Level & Full Purchase Details

  13. A

    Alternative Data (Alt-Data) Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 2, 2025
    + more versions
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    Market Report Analytics (2025). Alternative Data (Alt-Data) Report [Dataset]. https://www.marketreportanalytics.com/reports/alternative-data-alt-data-54490
    Explore at:
    ppt, doc, pdfAvailable download formats
    Dataset updated
    Apr 2, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Alternative Data (Alt-Data) market is experiencing robust growth, driven by the increasing need for more granular and timely insights beyond traditional data sources. The market, currently estimated at $15 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 25% from 2025 to 2033, reaching approximately $75 billion by 2033. This expansion is fueled by several key factors. Firstly, the growing adoption of advanced analytics and machine learning techniques allows firms to derive actionable intelligence from alternative datasets, enhancing investment strategies, risk management, and operational efficiency. Secondly, the proliferation of digital platforms and the Internet of Things (IoT) generates a massive influx of new data sources, continuously expanding the universe of alternative data available for analysis. Finally, regulatory changes and increased transparency requirements are pushing businesses to leverage more comprehensive and timely information to meet compliance obligations and gain a competitive edge. The BFSI sector remains a dominant application segment, leveraging alt-data for credit scoring, fraud detection, and customer segmentation. However, rapid growth is also anticipated in the Retail and Logistics, and IT and Telecommunications sectors due to the increasing reliance on data-driven decision-making in these industries. The market is segmented by data type, with Credit Card Transactions, Web Data & Web Traffic, and Sentiment & Public Data currently holding the largest market shares. However, the emergence of innovative data sources, such as satellite imagery and social media analytics, is creating new opportunities for specialized data providers. While the high cost of data acquisition and integration, as well as concerns around data privacy and security, pose challenges to market growth, the overall trend indicates continued strong expansion. The competitive landscape is marked by a mix of established data providers, such as S&P Global and Bloomberg Second Measure, and emerging players specializing in niche data sources. North America currently dominates the market, but Asia-Pacific and Europe are expected to witness substantial growth in the coming years driven by rising digital adoption and investment in data analytics capabilities. The forecast period (2025-2033) suggests a period of continuous innovation and expansion for the alternative data market, promising substantial returns for both providers and users.

  14. d

    Any data from Any website - Data provider to 8000 global customers - get a...

    • datarade.ai
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    Scrapehero, Any data from Any website - Data provider to 8000 global customers - get a response within 5 minutes by contacting us at scrapehero.com [Dataset]. https://datarade.ai/data-products/custom-alternative-data-full-service-scrapehero
    Explore at:
    .json, .xml, .csv, .xls, .sql, .txtAvailable download formats
    Dataset authored and provided by
    Scrapehero
    Area covered
    Saint Vincent and the Grenadines, Estonia, Colombia, South Sudan, Northern Mariana Islands, Eritrea, British Indian Ocean Territory, Mauritius, Kenya, United Arab Emirates
    Description

    Convert websites into useful data Fully managed enterprise-grade web scraping service Many of the world's largest companies trust ScrapeHero to transform billions of web pages into actionable data. Our Data as a Service provides high-quality structured data to improve business outcomes and enable intelligent decision making

    Join 8000+ other customers that rely on ScrapeHero

    Large Scale Web Crawling for Price and Product Monitoring - eCommerce, Grocery, Home improvement, Shipping, Inventory, Realtime, Advertising, Sponsored Content - ANYTHING you see on ANY website.

    Amazon, Walmart, Target, Home Depot, Lowes, Publix, Safeway, Albertsons, DoorDash, Grubhub, Yelp, Zillow, Trulia, Realtor, Twitter, McDonalds, Starbucks, Permits, Indeed, Glassdoor, Best Buy, Wayfair - any website.

    Travel, Airline and Hotel Data Real Estate and Housing Data Brand Monitoring Human Capital Management Alternative Data Location Intelligence Training Data for Artificial Intelligence and Machine Learning Realtime and Custom APIs Distribution Channel Monitoring Sales Leads - Data Enrichment Job Monitoring Business Intelligence and so many more use cases

    We provide data to almost EVERY industry and some of the BIGGEST GLOBAL COMPANIES

  15. D

    Data Enrichment Tool Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Data Enrichment Tool Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/data-enrichment-tool-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Data Enrichment Tool Market Outlook



    The global data enrichment tool market size was valued at approximately USD 1.5 billion in 2023, and it is projected to reach around USD 5.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 16.3% during the forecast period. This substantial growth is driven by the increasing demand for accurate, comprehensive, and quality data to support business intelligence and analytics in various sectors.



    Several factors contribute to the robust growth of the data enrichment tool market. One of the primary drivers is the proliferation of big data across industries. Organizations are constantly collecting vast amounts of data from various sources, and the need to refine this raw data into actionable insights has never been greater. Data enrichment tools play a crucial role in this transformation by enhancing and improving the quality of data, thereby enabling businesses to make informed decisions. The evolution of machine learning and artificial intelligence technologies has further augmented the capabilities of data enrichment tools, making them indispensable in the modern data-driven landscape.



    Another significant growth factor is the increasing adoption of customer-centric business models. Enterprises are focusing on understanding their customers better to provide personalized experiences, and enriched data is key to achieving this goal. By integrating various data points and ensuring their accuracy and relevance, data enrichment tools help in building comprehensive customer profiles. This, in turn, leads to more effective marketing strategies, enhanced customer satisfaction, and improved retention rates. Additionally, the rise of e-commerce and digital platforms has necessitated the need for enriched data to gain a competitive edge in the market.



    The regulatory landscape surrounding data privacy and security is also a pivotal factor influencing the growth of the data enrichment tool market. With stringent regulations like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), organizations are under immense pressure to maintain high standards of data accuracy and compliance. Data enrichment tools assist in ensuring that the data used by companies is not only accurate but also compliant with these regulations. This aspect is particularly crucial for sectors such as BFSI and healthcare, where data integrity and privacy are paramount.



    In the rapidly evolving landscape of data enrichment, the role of an Alternative Data Provider has become increasingly significant. These providers offer unique datasets that are not traditionally available through conventional data sources. By leveraging alternative data, organizations can gain a competitive edge by uncovering hidden patterns and insights that might otherwise go unnoticed. This data can include information from social media, satellite imagery, web traffic, and more, providing a more comprehensive view of market trends and consumer behavior. The integration of alternative data into enrichment tools allows businesses to enhance their analytical capabilities, leading to more informed decision-making and strategic planning. As the demand for diverse and high-quality data continues to grow, the influence of Alternative Data Providers is expected to expand, offering new opportunities for innovation and growth in the data enrichment tool market.



    From a regional perspective, North America holds the largest share of the data enrichment tool market. The presence of major technology players and the high adoption rate of advanced analytics solutions in this region significantly contribute to its dominance. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period. The rapid digital transformation, increasing internet penetration, and the burgeoning e-commerce industry in countries like China and India are key factors driving the market in this region. Europe and Latin America also present substantial growth opportunities due to the increasing focus on data-driven decision-making processes across industries.



    Component Analysis



    The data enrichment tool market is segmented by components into software and services. The software component dominates the market due to the increasing adoption of sophisticated data enrichment platforms that offer advanced features like machine learning integration, real-time data processing, and extensive data analytics capabilities. These software s

  16. Competitive Intelligence Case Study: Alternative Payments Provider

    • globaldata.com
    Updated Nov 26, 2022
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    GlobalData UK Ltd. (2022). Competitive Intelligence Case Study: Alternative Payments Provider [Dataset]. https://www.globaldata.com/custom-solutions/solutions-in-action/competitive-intelligence-case-study-alternative-payments-provider/
    Explore at:
    Dataset updated
    Nov 26, 2022
    Dataset provided by
    GlobalData UK Ltd
    GlobalDatahttps://www.globaldata.com/
    Authors
    GlobalData UK Ltd.
    License

    https://www.globaldata.com/privacy-policy/https://www.globaldata.com/privacy-policy/

    Area covered
    Global
    Description

    Learn competitive intelligence solutions empowered an alternative payments provider to stay ahead in a rapidly evolving market. Explore the full case study. Read More

  17. p

    Alternative fuel stations Business Data for United States

    • poidata.io
    csv, json
    Updated Sep 6, 2025
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    Business Data Provider (2025). Alternative fuel stations Business Data for United States [Dataset]. https://www.poidata.io/report/alternative-fuel-station/united-states
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Sep 6, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    United States
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Business Categories, Geographic Coordinates
    Description

    Comprehensive dataset containing 3,830 verified Alternative fuel station businesses in United States with complete contact information, ratings, reviews, and location data.

  18. A

    Alternative Data Platform Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Apr 2, 2025
    + more versions
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    Market Report Analytics (2025). Alternative Data Platform Report [Dataset]. https://www.marketreportanalytics.com/reports/alternative-data-platform-54482
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Apr 2, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Alternative Data Platform market is experiencing robust growth, driven by the increasing demand for enhanced investment strategies and improved business decision-making across various sectors. The market's expansion is fueled by the rising availability of alternative data sources, including social media, satellite imagery, and transactional data, which offer unique insights unavailable through traditional methods. The shift towards cloud-based solutions is a significant trend, offering scalability, cost-effectiveness, and accessibility to a wider range of users. While the BFSI sector remains a key adopter, rapid adoption is also seen in the Retail and Logistics, and IT and Telecommunications sectors, driven by their need for real-time operational insights and predictive analytics. Competition is intense, with a mix of established players and innovative startups offering specialized platforms catering to diverse needs. However, challenges such as data security concerns, regulatory hurdles, and the need for sophisticated data analysis capabilities restrain widespread adoption. We estimate the 2025 market size at $5 billion, projecting a Compound Annual Growth Rate (CAGR) of 25% from 2025 to 2033, resulting in a substantial market size by 2033. This growth trajectory reflects the increasing recognition of alternative data's value in gaining a competitive edge. The market segmentation reveals a strong preference for cloud-based platforms due to their flexibility and scalability. North America currently holds the largest market share, benefiting from early adoption and a robust technology infrastructure. However, Asia Pacific is anticipated to show the highest growth rate over the forecast period, driven by increasing digitization and a burgeoning fintech sector. The sustained growth hinges on continued technological advancements, especially in AI and machine learning, which enhance data processing and analysis capabilities, leading to more refined insights and predictive models. Future market success will depend on vendors’ ability to address data security concerns through robust compliance measures and offer user-friendly interfaces that streamline data integration and interpretation for diverse user groups.

  19. D

    Alternative Investment Administration Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    The citation is currently not available for this dataset.
    Explore at:
    pdf, pptx, csvAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Alternative Investment Administration Market Outlook



    According to our latest research, the global alternative investment administration market size reached USD 5.9 billion in 2024, reflecting a robust growth trajectory driven by the increasing complexity of alternative assets and the demand for sophisticated administrative solutions. The market is projected to grow at a CAGR of 9.2% from 2025 to 2033, reaching a forecasted value of USD 13.2 billion by 2033. This expansion is propelled by factors such as digital transformation, regulatory evolution, and the growing allocation of institutional capital to alternative assets, underscoring the critical role of advanced administration services in supporting operational efficiency and compliance.




    The primary growth driver for the alternative investment administration market is the burgeoning demand for transparency, efficiency, and scalability in managing increasingly complex alternative asset portfolios. Institutional investors, including pension funds, endowments, and sovereign wealth funds, are allocating larger portions of their portfolios to alternatives such as private equity, hedge funds, real estate, and venture capital. This shift necessitates advanced administration solutions capable of handling intricate fund structures, multi-jurisdictional compliance requirements, and real-time reporting. Service providers are responding by integrating automation, artificial intelligence, and blockchain technologies to streamline processes, minimize errors, and deliver actionable insights, thereby enhancing the value proposition for asset managers and investors alike.




    Another significant growth factor is the evolving regulatory landscape governing alternative investments. Regulatory bodies across North America, Europe, and Asia Pacific are mandating higher standards of disclosure, risk management, and investor protection. This has led to a surge in demand for comprehensive fund administration services that can ensure compliance with frameworks such as AIFMD, FATCA, and CRS. Administrators are investing in robust compliance modules, automated reporting tools, and data security protocols to help clients navigate regulatory complexities efficiently. As regulations continue to evolve, especially in emerging markets, the need for agile and scalable administration platforms will remain a key market catalyst.




    Technological advancements are further accelerating market growth by enabling greater operational agility and client-centric service models. The adoption of cloud-based platforms, machine learning algorithms, and digital onboarding solutions is transforming the way alternative investment administrators deliver services. These innovations facilitate seamless data integration, improved portfolio analytics, and enhanced investor communication, thereby reducing operational costs and turnaround times. Additionally, the rise of environmental, social, and governance (ESG) investing is prompting administrators to develop specialized reporting and analytics tools, enabling clients to meet evolving stakeholder expectations and regulatory obligations. As digital transformation continues to reshape the industry, service providers that leverage technology to deliver differentiated offerings are poised for sustained growth.




    From a regional perspective, North America continues to dominate the alternative investment administration market, accounting for the largest share in 2024. This leadership is attributed to the region's mature financial ecosystem, high concentration of institutional investors, and early adoption of digital administration solutions. Europe follows closely, driven by stringent regulatory requirements and the proliferation of cross-border investment vehicles. Asia Pacific, on the other hand, is emerging as the fastest-growing region, fueled by rising wealth, expanding alternative investment funds, and increasing regulatory harmonization. Latin America and the Middle East & Africa are also witnessing steady growth, supported by market liberalization and the entry of global fund administrators seeking to capitalize on untapped opportunities.



    Service Type Analysis



    The service type segment of the alternative investment administration market encompasses a diverse array of offerings, including fund accounting, portfolio management, reporting & compliance, investor services, risk management, and other specialized services. Fund accounting remains the cornersto

  20. p

    Alternative medicine practitioners Business Data for TG

    • poidata.io
    csv, json
    Updated Oct 3, 2025
    Share
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    The citation is currently not available for this dataset.
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Oct 3, 2025
    Dataset authored and provided by
    Business Data Provider
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    2025
    Area covered
    TG
    Variables measured
    Website URL, Phone Number, Review Count, Business Name, Email Address, Business Hours, Customer Rating, Business Address, Business Categories, Geographic Coordinates
    Description

    Comprehensive dataset containing 12 verified Alternative medicine practitioner businesses in TG with complete contact information, ratings, reviews, and location data.

Share
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Email
Click to copy link
Link copied
Close
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Dataintelo (2024). Alternative Data Provider Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/alternative-data-provider-market

Alternative Data Provider Market Report | Global Forecast From 2025 To 2033

Explore at:
csv, pdf, pptxAvailable download formats
Dataset updated
Oct 16, 2024
Dataset authored and provided by
Dataintelo
License

https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

Time period covered
2024 - 2032
Area covered
Global
Description

Alternative Data Provider Market Outlook



The global alternative data provider market size was valued at approximately USD 2.5 billion in 2023 and is expected to reach around USD 11 billion by 2032, growing at a robust CAGR of 18% during the forecast period. The surge in market size is primarily driven by the increasing demand for unique insights that alternative data provides to investment firms, hedge funds, and other financial institutions.



One of the prominent growth factors fueling the alternative data provider market is the escalating number of data sources. With the digital footprint expanding across social media, web scraping, credit card transactions, and satellite data, firms are constantly seeking new ways to gain a competitive edge. Social media platforms alone generate an immense volume of data daily, enabling businesses to derive real-time insights into consumer behavior, market trends, and sentiment analysis. This vast pool of unstructured data, when properly processed and analyzed, provides a goldmine of information for investment strategies and risk management.



Another significant growth driver is the increasing adoption of advanced analytical tools and artificial intelligence (AI). These technologies enable the efficient processing and analysis of large datasets, thus enhancing the accuracy and reliability of the insights derived. AI algorithms, in particular, are adept at identifying patterns and trends that may not be immediately apparent to human analysts. Moreover, the integration of machine learning techniques allows for continuous improvement in data analysis capabilities, making alternative data an indispensable tool for financial institutions aiming to stay ahead of the market.



Furthermore, the growing regulatory emphasis on transparency and accountability in financial markets is driving the adoption of alternative data. Regulatory bodies across the globe are increasingly scrutinizing traditional data sources to ensure fair trading practices and risk mitigation. In response, financial institutions are turning to alternative data providers to gain a more comprehensive view of market dynamics and to comply with stringent regulatory requirements. This shift toward greater transparency is expected to further bolster market growth.



Regionally, North America dominates the alternative data provider market, owing to the early adoption of advanced technologies and the presence of major financial hubs. However, other regions such as Asia Pacific and Europe are rapidly catching up. In Asia Pacific, the burgeoning fintech sector and the increasing number of start-ups are contributing significantly to market growth. Europe, on the other hand, is witnessing a surge in demand due to stringent regulatory frameworks and a growing emphasis on sustainable investing practices.



Data Type Analysis



The alternative data provider market can be segmented by data type into social media data, web scraped data, credit card transactions, satellite data, and others. Social media data is a significant segment that impacts the market due to the sheer volume and variety of data generated through various platforms like Facebook, Twitter, and LinkedIn. This data includes user posts, comments, likes, shares, and other forms of engagement that can be analyzed to gauge market sentiment and predict consumer behavior. Social media data is invaluable for real-time analysis and immediate insights, making it a crucial component for investment and marketing strategies.



Web scraped data is another vital segment, offering an extensive array of information collected from various online sources like e-commerce websites, news sites, blogs, and forums. This data type provides insights into market trends, product popularity, pricing strategies, and consumer preferences. Web scraping tools extract relevant information efficiently, which can then be analyzed to provide actionable insights for businesses looking to optimize their operations and investment strategies.



Credit card transaction data is a high-value segment, offering precise insights into consumer spending patterns and financial behaviors. This data can be used to track economic trends, monitor the performance of specific sectors, and forecast future spending habits. Financial institutions and hedge funds rely heavily on this type of data to make informed investment decisions and to develop targeted marketing campaigns. The granularity and accuracy of credit card transaction data make it a powerful tool for financial analysis.



Satellite data is an e

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