A complete customer base is important, as you cannot (properly) reach your customers when data is missing. With our Data Enrichment solution, missing data can be added to your customer base. This starts with validating the contact information you already have, such as names, addresses, phone numbers and email addresses. Besides, we can also enrich your database with specific wishes, such as real estate, location and / or consumer data.

Benefits: - An accurate customer base - Always reach the right (potential) customers - Reconnect with dormant accounts - Data enrichment as desired

Unacast’s Consumer Behavior Data Enrichment provides a robust view of consumers’ affinities, lifestyles, stages of life, and travel patterns. Utilize Consumer Data Enrichment to build multi-dimensional customer profiles, generate look-alike models, extend reach to different marketing channels, and clarify households and connections between devices.

Our on-demand API can enrich opted-in customer data (Mobile Advertiser IDs) or hashed email addresses (HEMs) and FLIPs (frequently leveraged IPs). Based on the query, the API will deliver associated data such as HEM, app data, Unacast Persona Data, demographic data, countries traveled, and more.

Companies use Unacast Consumer Data Enrichment for: - Understanding reach - Identity Graphs - Measuring campaign performance - Measuring return on advertising spend (ROAS) - Addressability - Audience creation - Psychographic analysis - Enhancing customer data - Personalization - Market research - Creating look-alike panels

Make your customer data more powerful, illuminate data gaps, and understand the relationships between devices.

Pricing can vary based on product, scope, region, etc. Reach out to us here to get more details on pricing.

Our consumer data is meticulously gathered and aggregated from surveys, digital services, and public sources, ensuring the collection of fresh and reliable data points through powerful profiling algorithms. Our comprehensive data enrichment solution spans a variety of datasets, enabling you to address gaps in customer data, gain deeper insights into your customers, and enhance client experiences.

Data Categories and Attributes:

• Geography: City, State, ZIP, County, CBSA, Census Tract, etc.
• Demographics: Gender, Age Group, Marital Status, Language, etc.
• Financial: Income Range, Credit Rating Range, Credit Type, Net Worth Range, etc.
• Persona: Consumer Type, Communication Preferences, Family Type, etc.
• Interests: Content, Brands, Shopping, Hobbies, Lifestyle, etc.
• Household: Number of Children, Number of Adults, IP Address, etc.
• Behaviors: Brand Affinity, App Usage, Web Browsing, etc.
• Firmographics: Industry, Company, Occupation, Revenue, etc.
• Retail Purchase: Store, Category, Brand, SKU, Quantity, Price, etc.
• Auto: Car Make, Model, Type, Year, etc.
• Housing: Home Type, Home Value, Renter/Owner, Year Built, etc

Data Export Methodology

Our dynamic data collection ensures the most updated insights, delivered at intervals best suited to your needs (daily, weekly, or monthly).

Use Cases

Our enriched consumer data supports a 360-degree customer view, data enrichment, fraud detection, and advertising & marketing, providing valuable insights to enhance your business strategies and client interactions.

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

The B2B data enrichment tool market is experiencing robust growth, driven by the increasing need for businesses to improve the accuracy and completeness of their customer data. This market, estimated at $5 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $15 billion by 2033. This expansion is fueled by several key factors. Firstly, the rising adoption of marketing automation and CRM systems necessitates high-quality data to maximize their effectiveness. Secondly, the growing importance of data-driven decision-making across all business functions demands more comprehensive and accurate customer profiles. Thirdly, evolving privacy regulations are pushing companies towards compliant data enrichment practices, leading to greater investment in these tools. The market is segmented by application (SMEs and large enterprises) and data type (contact, company, technographic, intent, and others). Large enterprises currently dominate the market share due to their greater resources and data needs, but the SME segment is poised for significant growth due to increasing affordability and accessibility of these tools. Geographic distribution shows a strong concentration in North America and Europe, with rapidly expanding markets in Asia-Pacific, driven by the increasing digital adoption and economic growth in key regions like India and China. The competitive landscape is highly fragmented, with a multitude of vendors offering varying levels of functionality and pricing. Established players like ZoomInfo, Clearbit, and Cognism compete with emerging companies and niche providers, leading to a dynamic and innovative environment. The trend towards AI-powered enrichment tools is gaining traction, offering improved accuracy and automation. However, challenges remain, such as data quality issues, ensuring data privacy compliance, and managing the cost of data acquisition and enrichment. The market's future growth will likely depend on addressing these challenges and effectively leveraging technological advancements to improve data quality and integrate seamlessly with existing business workflows. Continued innovation in areas such as predictive analytics and AI-powered data enrichment will likely shape the trajectory of the market in the coming years.

Envestnet®| Yodlee®'s Spending Data (Aggregate/Row) Panels consist of de-identified, near-real time (T+1) USA credit/debit/ACH transaction level data – offering a wide view of the consumer activity ecosystem. The underlying data is sourced from end users leveraging the aggregation portion of the Envestnet®| Yodlee®'s financial technology platform.

Envestnet | Yodlee Consumer Panels (Aggregate/Row) include data relating to millions of transactions, including ticket size and merchant location. The dataset includes de-identified credit/debit card and bank transactions (such as a payroll deposit, account transfer, or mortgage payment). Our coverage offers insights into areas such as consumer, TMT, energy, REITs, internet, utilities, ecommerce, MBS, CMBS, equities, credit, commodities, FX, and corporate activity. We apply rigorous data science practices to deliver key KPIs daily that are focused, relevant, and ready to put into production.

We offer free trials. Our team is available to provide support for loading, validation, sample scripts, or other services you may need to generate insights from our data.

Investors, corporate researchers, and corporates can use our data to answer some key business questions such as: - How much are consumers spending with specific merchants/brands and how is that changing over time? - Is the share of consumer spend at a specific merchant increasing or decreasing? - How are consumers reacting to new products or services launched by merchants? - For loyal customers, how is the share of spend changing over time? - What is the company’s market share in a region for similar customers? - Is the company’s loyal user base increasing or decreasing? - Is the lifetime customer value increasing or decreasing?

Additional Use Cases: - Use spending data to analyze sales/revenue broadly (sector-wide) or granular (company-specific). Historically, our tracked consumer spend has correlated above 85% with company-reported data from thousands of firms. Users can sort and filter by many metrics and KPIs, such as sales and transaction growth rates and online or offline transactions, as well as view customer behavior within a geographic market at a state or city level. - Reveal cohort consumer behavior to decipher long-term behavioral consumer spending shifts. Measure market share, wallet share, loyalty, consumer lifetime value, retention, demographics, and more.) - Study the effects of inflation rates via such metrics as increased total spend, ticket size, and number of transactions. - Seek out alpha-generating signals or manage your business strategically with essential, aggregated transaction and spending data analytics.

Use Cases Categories (Our data provides an innumerable amount of use cases, and we look forward to working with new ones): 1. Market Research: Company Analysis, Company Valuation, Competitive Intelligence, Competitor Analysis, Competitor Analytics, Competitor Insights, Customer Data Enrichment, Customer Data Insights, Customer Data Intelligence, Demand Forecasting, Ecommerce Intelligence, Employee Pay Strategy, Employment Analytics, Job Income Analysis, Job Market Pricing, Marketing, Marketing Data Enrichment, Marketing Intelligence, Marketing Strategy, Payment History Analytics, Price Analysis, Pricing Analytics, Retail, Retail Analytics, Retail Intelligence, Retail POS Data Analysis, and Salary Benchmarking

1. Investment Research: Financial Services, Hedge Funds, Investing, Mergers & Acquisitions (M&A), Stock Picking, Venture Capital (VC)

2. Consumer Analysis: Consumer Data Enrichment, Consumer Intelligence

3. Market Data: AnalyticsB2C Data Enrichment, Bank Data Enrichment, Behavioral Analytics, Benchmarking, Customer Insights, Customer Intelligence, Data Enhancement, Data Enrichment, Data Intelligence, Data Modeling, Ecommerce Analysis, Ecommerce Data Enrichment, Economic Analysis, Financial Data Enrichment, Financial Intelligence, Local Economic Forecasting, Location-based Analytics, Market Analysis, Market Analytics, Market Intelligence, Market Potential Analysis, Market Research, Market Share Analysis, Sales, Sales Data Enrichment, Sales Enablement, Sales Insights, Sales Intelligence, Spending Analytics, Stock Market Predictions, and Trend Analysis

The Data Enrichment Tool market is experiencing robust growth, driven by the increasing need for businesses to improve data quality and enhance customer relationship management (CRM) systems. The market's expansion is fueled by a surge in digital transformation initiatives across various industries, leading to a greater reliance on accurate and comprehensive customer data. Businesses are leveraging data enrichment tools to improve marketing campaign effectiveness, personalize customer interactions, and enhance sales conversion rates. The market size in 2025 is estimated at $5 billion, reflecting a considerable expansion from previous years. This growth is projected to continue at a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, indicating a significant and sustained market opportunity. This positive outlook is underpinned by factors such as the growing adoption of cloud-based solutions, advancements in artificial intelligence (AI) and machine learning (ML) technologies within data enrichment platforms, and the increasing availability of diverse data sources for integration. However, challenges remain. Data privacy regulations and concerns about data security are significant restraints. The complexity of integrating data enrichment tools into existing CRM and marketing automation systems can also hinder adoption. Despite these challenges, the market is segmented by various factors including deployment mode (cloud-based vs. on-premise), organization size (SMEs vs. large enterprises), and industry vertical (e.g., finance, healthcare, retail). Leading vendors such as Clearbit, ZoomInfo, and Experian are constantly innovating and expanding their offerings, further fueling market competition and growth. The market’s continued expansion will be driven by the imperative for businesses to leverage high-quality data for informed decision-making, competitive advantage, and optimized operational efficiency.

The data enrichment tool market is projected to reach $3.5 billion by 2033, experiencing a CAGR of 12.5% during the forecast period. The growth is attributed to the increasing adoption of data-driven decision-making across industries, including marketing, sales, and customer service. Data enrichment tools enable businesses to enhance their existing data by adding additional attributes, such as demographics, firmographics, and behavioral data. This enriched data provides valuable insights into customer preferences, buying patterns, and market trends, enabling businesses to make more informed and targeted decisions. The market is segmented by type (cloud-based and on-premises) and application (SMEs and large enterprises). Cloud-based solutions are gaining popularity due to their scalability, cost-effectiveness, and ease of deployment. SMEs are adopting data enrichment tools to improve their customer understanding and marketing campaigns, while large enterprises are leveraging these tools to enhance their data-driven initiatives and drive operational efficiency. Key players in the market include Clearbit, Snov.io API, InsideView, and BeenVerified, among others. North America holds the largest market share, followed by Europe and Asia Pacific. The growing adoption of data analytics and the increasing importance of customer data are driving the growth in these regions.

The B2B data enrichment market is experiencing robust growth, driven by the increasing need for businesses to improve the accuracy and completeness of their customer data for enhanced marketing, sales, and customer relationship management (CRM) effectiveness. The market, estimated at $5 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $15 billion by 2033. This expansion is fueled by several key factors. Firstly, the rising adoption of data-driven decision-making across various industries is pushing companies to leverage enriched data for improved targeting and personalization. Secondly, the increasing complexity of B2B sales cycles necessitates more detailed customer information, fostering demand for solutions that provide comprehensive insights into potential clients. Finally, stringent data privacy regulations are driving the need for accurate and compliant data, further enhancing the market for data enrichment tools. The market is segmented by application (SMEs and large enterprises) and by type of enrichment (contact information, company information, technographic, intent data, and others). Large enterprises currently dominate the market due to their higher budgets and greater data management needs, but the SME segment is anticipated to show strong growth owing to increasing digital adoption among smaller businesses. The competitive landscape is highly fragmented, with a range of vendors offering diverse solutions catering to specific needs. Established players like ZoomInfo and Clearbit compete alongside newer entrants and niche providers. Success in this market hinges on providing accurate, up-to-date data, seamless integration with existing CRM systems, and robust data security measures. Challenges to growth include the complexity of data integration, concerns around data privacy and compliance, and the ongoing evolution of data formats and standards. Future growth will be shaped by advancements in artificial intelligence (AI) and machine learning (ML) for automated data enrichment, the integration of more data sources, and the increasing importance of real-time data updates. The expansion into emerging markets and the development of solutions tailored to specific industry verticals will also play significant roles in market evolution.

Email Enrichment Tool Market Outlook

The global email enrichment tool market size was valued at approximately USD 1.2 billion in 2023 and is expected to reach USD 3.8 billion by 2032, growing at a CAGR of 13.2% during the forecast period. This growth is driven by the increasing demand for data-driven decision-making and the rising need for personalized customer engagement across various industries.

One of the primary growth factors for the email enrichment tool market is the expanding adoption of data analytics and customer relationship management (CRM) tools. Organizations are increasingly relying on enriched datasets to enhance their marketing strategies and improve customer engagement. By integrating email enrichment tools with existing CRM systems, companies can obtain a more comprehensive view of their customers, leading to more effective and personalized marketing campaigns.

Another significant driver for market growth is the surge in digital transformation initiatives across various sectors. As businesses digitize their operations, the volume of data generated has grown exponentially. Email enrichment tools help in filtering and organizing this data, making it more actionable. This not only improves operational efficiency but also enhances the accuracy of business intelligence and analytics, thus driving the demand for these tools.

The increasing focus on regulatory compliance and data privacy is also contributing to the market's expansion. With stricter regulations like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), businesses are under pressure to ensure that their data practices are compliant. Email enrichment tools aid in maintaining data accuracy and integrity, thereby supporting regulatory compliance efforts and minimizing legal risks.

In terms of regional outlook, North America holds the largest market share due to the high adoption rate of advanced technologies and the presence of major market players. The Asia Pacific region is expected to exhibit the highest growth rate during the forecast period, driven by rapid digitalization and increasing investments in data analytics solutions. Europe also shows significant potential, bolstered by stringent data protection laws and a robust technological infrastructure.

In the realm of B2B marketing, the demand for effective lead generation tools is on the rise. A B2B Lead Generation Tool can significantly enhance the efficiency of marketing campaigns by automating the process of identifying and nurturing potential business clients. These tools are designed to streamline the lead acquisition process, ensuring that sales teams can focus on converting leads into customers. By leveraging data analytics and AI, B2B lead generation tools provide valuable insights into customer behavior and preferences, enabling businesses to tailor their marketing strategies more effectively. This not only improves conversion rates but also enhances customer engagement and satisfaction, making it an indispensable asset for modern businesses.

Component Analysis

The email enrichment tool market is segmented by component into software and services. The software segment dominates the market due to its scalability and ease of integration with existing business systems. These software solutions are increasingly being adopted by organizations to automate the process of data enrichment, thereby saving time and reducing human error. Moreover, advancements in artificial intelligence and machine learning are further enhancing the capabilities of these software tools, making them more efficient and reliable.

On the other hand, the services segment is also witnessing substantial growth. This includes professional and managed services, such as consulting, implementation, and maintenance. Organizations often lack the in-house expertise to fully leverage email enrichment tools, thereby driving the demand for professional services. Managed services, in particular, are gaining traction as they offer ongoing support and optimization, allowing businesses to focus on their core operations while ensuring that their data enrichment processes are running smoothly.

The software segment is also benefiting from the increasing

The Email Enrichment Tool market is experiencing robust growth, driven by the increasing need for businesses to improve their marketing and sales effectiveness, enhance customer service interactions, and optimize human resource processes. The market's expansion is fueled by the rising adoption of cloud-based solutions, offering scalability, accessibility, and cost-effectiveness compared to on-premises deployments. Key trends include the integration of email enrichment tools with CRM systems for seamless data management and improved lead qualification, the increasing demand for real-time data enrichment to enhance customer engagement, and a focus on data privacy and compliance with regulations like GDPR. While the market faces restraints such as the cost of implementation and the potential for data inaccuracies, the overall outlook remains positive, driven by the substantial return on investment offered by improved campaign targeting, personalized communications, and streamlined operational processes. We estimate the 2025 market size to be $2.5 billion, based on observed growth in related marketing technology sectors and projections for continued digital transformation across various industries. A projected Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033 suggests the market will surpass $8 billion by 2033. The North American market currently holds a significant share, driven by early adoption and strong technological infrastructure. However, Asia-Pacific is poised for significant growth due to increasing digitalization and a burgeoning business landscape. The competitive landscape is characterized by a diverse range of established players and innovative startups. Companies like ZoomInfo, Lead411, and Clearbit are prominent players, offering comprehensive solutions and extensive data coverage. Smaller players focus on niche markets or specific functionalities, fostering innovation and competition. The market's future hinges on the continued development of AI-powered enrichment capabilities, enhanced data accuracy, and stronger integration with other marketing automation tools. The increasing focus on data security and ethical data usage will also shape the market's trajectory, requiring vendors to prioritize data privacy and compliance. Further segmentation within the market is likely, with specialized tools emerging to address the specific needs of different industry verticals and business sizes.

The email enrichment tool market is experiencing robust growth, driven by the increasing need for businesses to improve data quality and personalize customer interactions. The market, currently valued at approximately $2 billion in 2025, is projected to expand at a compound annual growth rate (CAGR) of 15% from 2025 to 2033, reaching an estimated market value of over $6 billion by 2033. This growth is fueled by several key factors. Firstly, the rising adoption of marketing automation platforms and CRM systems necessitates accurate and comprehensive customer data, driving demand for email enrichment tools to enhance data quality and completeness. Secondly, the growing focus on personalized marketing campaigns and improved customer engagement necessitates accurate email addresses and associated contact information for targeted outreach. Thirdly, regulatory compliance requirements, such as GDPR and CCPA, further incentivize businesses to maintain accurate and up-to-date customer data, making email enrichment tools essential for compliance. The cloud-based segment dominates the market due to its scalability, cost-effectiveness, and ease of integration with existing systems. Key application areas include marketing and sales (the largest segment), followed by customer service and human resources, each contributing significantly to overall market demand. Competition in the email enrichment tool market is intense, with numerous players offering diverse solutions. Established players like ZoomInfo and Lead411 compete with newer, agile entrants such as Snov.io and Hunter.io, creating a dynamic landscape characterized by innovation and continuous improvement. Regional variations exist, with North America currently holding the largest market share, driven by high adoption rates and advanced technological infrastructure. However, growth in regions like Asia-Pacific is expected to accelerate significantly over the forecast period, fueled by increasing digitalization and e-commerce adoption in developing economies. Despite the positive outlook, market growth might face challenges from data privacy concerns and potential increases in data acquisition costs. Nevertheless, the overall trend indicates a consistent, positive growth trajectory for the email enrichment tool market over the next decade.

Our consumer data is gathered and aggregated via surveys, digital services, and public data sources. We use powerful profiling algorithms to collect and ingest only fresh and reliable data points.

Our comprehensive data enrichment solution includes a variety of data sets that can help you address gaps in your customer data, gain a deeper understanding of your customers, and power superior client experiences. 1. Geography - City, State, ZIP, County, CBSA, Census Tract, etc. 2. Demographics - Gender, Age Group, Marital Status, Language etc. 3. Financial - Income Range, Credit Rating Range, Credit Type, Net worth Range, etc 4. Persona - Consumer type, Communication preferences, Family type, etc 5. Interests - Content, Brands, Shopping, Hobbies, Lifestyle etc. 6. Household - Number of Children, Number of Adults, IP Address, etc. 7. Behaviours - Brand Affinity, App Usage, Web Browsing etc. 8. Firmographics - Industry, Company, Occupation, Revenue, etc 9. Retail Purchase - Store, Category, Brand, SKU, Quantity, Price etc. 10. Auto - Car Make, Model, Type, Year, etc. 11. Housing - Home type, Home value, Renter/Owner, Year Built etc.

Consumer Graph Schema & Reach: Our data reach represents the total number of counts available within various categories and comprises attributes such as country location, MAU, DAU & Monthly Location Pings:

Data Export Methodology: Since we collect data dynamically, we provide the most updated data and insights via a best-suited method on a suitable interval (daily/weekly/monthly).

Consumer Graph Use Cases: 360-Degree Customer View: Get a comprehensive image of customers by the means of internal and external data aggregation. Data Enrichment: Leverage Online to offline consumer profiles to build holistic audience segments to improve campaign targeting using user data enrichment Fraud Detection: Use multiple digital (web and mobile) identities to verify real users and detect anomalies or fraudulent activity. Advertising & Marketing: Understand audience demographics, interests, lifestyle, hobbies, and behaviors to build targeted marketing campaigns.

Here's the schema of Consumer Data: person_id first_name last_name age gender linkedin_url twitter_url facebook_url city state address zip zip4 country delivery_point_bar_code carrier_route walk_seuqence_code fips_state_code fips_country_code country_name latitude longtiude address_type metropolitan_statistical_area core_based+statistical_area census_tract census_block_group census_block primary_address pre_address streer post_address address_suffix address_secondline address_abrev census_median_home_value home_market_value property_build+year property_with_ac property_with_pool property_with_water property_with_sewer general_home_value property_fuel_type year month household_id Census_median_household_income household_size marital_status length+of_residence number_of_kids pre_school_kids single_parents working_women_in_house_hold homeowner children adults generations net_worth education_level occupation education_history credit_lines credit_card_user newly_issued_credit_card_user credit_range_new
credit_cards loan_to_value mortgage_loan2_amount mortgage_loan_type
mortgage_loan2_type mortgage_lender_code
mortgage_loan2_render_code
mortgage_lender mortgage_loan2_lender
mortgage_loan2_ratetype mortgage_rate
mortgage_loan2_rate donor investor interest buyer hobby personal_email work_email devices phone employee_title employee_department employee_job_function skills recent_job_change company_id company_name company_description technologies_used office_address office_city office_country office_state office_zip5 office_zip4 office_carrier_route office_latitude office_longitude office_cbsa_code
office_census_block_group
office_census_tract office_county_code
company_phone
company_credit_score
company_csa_code
company_dpbc
company_franchiseflag
company_facebookurl company_linkedinurl company_twitterurl
company_website company_fortune_rank
company_government_type company_headquarters_branch company_home_business
company_industry
company_num_pcs_used
company_num_employees
company_firm_individual company_msa company_msa_name
company_naics_code
company_naics_description
company_naics_code2 company_naics_description2
company_sic_code2
company_sic_code2_description
company_sic_code4 company_sic_code4_description
company_sic_code6
company_sic_code6_description
company_sic_code8
company_sic_code8_description company_parent_company
company_parent_company_location company_public_private company_subsidiary_company company_residential_business_code company_revenue_at_side_code company_revenue_range
company_revenue company_sales_volume
company_small_business company_stock_ticker company_year_founded company_minorityowned
company_female_owned_or_operated company_franchise_code company_dma company_dma_name
company_hq_address
company_hq_city company_hq_duns company_hq_state
company_hq_zip5 company_hq_zip4 co...

With Versium REACH's Contact Append or Contact Append Plus you can add consumer contact data, including multiple phone numbers or mobile-only to your list of customers or prospects. With Versium REACH you are connected to our proprietary database of over 300+ million consumers, 1 Billion emails, and over 150 million households in the United States. Through either our API or platform you can have contact data appended to your records with any of the following supplied values; Email Address Phone Postal Address, City, State, ZIP First Name, Last Name, City, State First Name, Last Name, ZIP

The global Email Enrichment Tool market size was valued at USD 4,481.9 million in 2022 and is projected to register a CAGR of 17.2% from 2023 to 2030. Increasing demand for improved email marketing campaigns, growing popularity of AI and ML-powered tools, and rising need for personalized customer interactions drive market growth. Key market segments include cloud-based deployment, customer service applications, and North America as a prominent region. Prominent players like BeenVerified, FullContact, PeopleLooker, Clearbit, and BetaPage offer innovative solutions. Market growth is anticipated due to factors such as the growing volume of email communications, advancements in data analytics, and regulatory compliance requirements. However, concerns about data privacy and ethical considerations may pose challenges to the market's expansion. The global email enrichment tool market size is expected to reach USD 1.4 billion by 2026, exhibiting a CAGR of 16.5% during the forecast period. The market growth is primarily driven by the increasing adoption of email marketing campaigns, growing need for accurate and up-to-date customer data, and rising demand for personalized marketing experiences.

Low data quality can seriously damage business operations as (potential) customers are not (properly) reached and unnecessary costs are incurred. It is therefore crucial that your customer base is complete, correct and up to date. That starts with measuring. For improving your data quality, it is essential that you map the status of your customer data and find out what is going right and wrong. We have therefore developed the Customer Data Quality Report with which you can find out where your improvement potential lies.

With the Customer Data Quality Report you get perfect insight into the status of your customer data. Our data specialists examine your (unstructured) data and translate the information into valuable insights into how you can improve your data quality, which missing data can be added and which new information you need.

Benefits - Insight into the status and improvement potential of your data file - Insight into how you can improve your data quality - Insight into the size of the required investment

Our identity dataset allows businesses to submit their customer IDs, which our platform matches to identities across various platforms and devices. This process opens up new communication channels by using multiple data points to determine or probabilistically match users to their corresponding identities.

Identity Data Reach

Our dataset links device data to hashed email data from first-party data owners. Leveraging our identity graph, we connect IP addresses, device IDs, and other platform identities, enabling more comprehensive communication channels.

• Record Count: 500 Million+
• Updated: Monthly
• Historical Data: Past 6 Months

Data Export Methodology

We dynamically collect and update data, providing the latest insights through Data Clean Rooms. This method ensures privacy compliance while enriching your data according to your specific requirements.

Use Cases

Our identity dataset is crucial for identity resolution and data enrichment, empowering businesses to enhance their customer data and expand their reach across multiple platforms and devices.

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Alternative Data Market Size 2025-2029

The alternative data market size is forecast to increase by USD 60.32 billion, at a CAGR of 52.5% between 2024 and 2029.

The market is experiencing significant growth, driven by the increased availability and diversity of data sources. This expanding data landscape is fueling the rise of alternative data-driven investment strategies across various industries. However, the market faces challenges related to data quality and standardization. As companies increasingly rely on alternative data to inform business decisions, ensuring data accuracy and consistency becomes paramount. Addressing these challenges requires robust data management systems and collaboration between data providers and consumers to establish industry-wide standards. Companies that effectively navigate these dynamics can capitalize on the wealth of opportunities presented by alternative data, driving innovation and competitive advantage.

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

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free SampleThe market continues to evolve, with new applications and technologies shaping its dynamics. Predictive analytics and deep learning are increasingly being integrated into business intelligence systems, enabling more accurate risk management and sales forecasting. Data aggregation from various sources, including social media and web scraping, enriches datasets for more comprehensive quantitative analysis. Data governance and metadata management are crucial for maintaining data accuracy and ensuring data security. Real-time analytics and cloud computing facilitate decision support systems, while data lineage and data timeliness are essential for effective portfolio management. Unstructured data, such as sentiment analysis and natural language processing, provide valuable insights for various sectors. Machine learning algorithms and execution algorithms are revolutionizing trading strategies, from proprietary trading to high-frequency trading. Data cleansing and data validation are essential for maintaining data quality and relevance. Standard deviation and regression analysis are essential tools for financial modeling and risk management. Data enrichment and data warehousing are crucial for data consistency and completeness, allowing for more effective customer segmentation and sales forecasting. Data security and fraud detection are ongoing concerns, with advancements in technology continually addressing new threats. The market's continuous dynamism is reflected in its integration of various technologies and applications. From data mining and data visualization to supply chain optimization and pricing optimization, the market's evolution is driven by the ongoing unfolding of market activities and evolving patterns.

How is this Alternative Data Industry 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. TypeCredit and debit card transactionsSocial mediaMobile application usageWeb scrapped dataOthersEnd-userBFSIIT and telecommunicationRetailOthersGeographyNorth AmericaUSCanadaMexicoEuropeFranceGermanyItalyUKAPACChinaIndiaJapanRest 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 card and debit card transactions plays a pivotal role in business intelligence, offering valuable insights into consumer spending behaviors. This data is essential for market analysts, financial institutions, and businesses aiming to optimize strategies and enhance customer experiences. Two primary categories exist within this data segment: credit card transactions and debit card transactions. Credit card transactions reveal consumers' discretionary spending patterns, luxury purchases, and credit management abilities. By analyzing this data through quantitative methods, such as regression analysis and time series analysis, businesses can gain a deeper understanding of consumer preferences and trends. Debit card transactions, on the other hand, provide insights into essential spending habits, budgeting strategies, and daily expenses. This data is crucial for understanding consumers' practical needs and lifestyle choices. Machine learning algorithms, such as deep learning and predictive analytics, can be employed to uncover patterns and trends in debit card transactions, enabling businesses to tailor their offerings and services accordingly. Data governance, data security, and data accuracy are critical considerations when dealing with sensitive financial d

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Product Information Management Market Size 2024-2028

The product information management market size is forecast to increase by USD 10.87 bn at a CAGR of 14.37% between 2023 and 2028.

The Product Information Management (PIM) market is experiencing significant growth, driven by the thriving e-commerce industry's increasing demand for efficient and accurate product data management. To meet this demand, companies are adopting advanced technologies such as artificial intelligence (AI) and machine learning to enhance data management capabilities and improve consumer experiences. However, with the increasing adoption of these technologies comes the challenge of ensuring data security and privacy. Cloud computing solutions are gaining popularity In the PIM market due to their flexibility and scalability, allowing businesses to store and manage large amounts of data securely. Additionally, the integration of augmented reality (AR) technology in PIM systems is expected to revolutionize the way products are presented and marketed online, providing a more immersive shopping experience for consumers.Overall, the PIM market is poised for continued growth as businesses seek to streamline their product data management processes and enhance consumer engagement.

What will be the Size of the Product Information Management Market During the Forecast Period?

Request Free SampleThe Product Information Management (PIM) market encompasses solutions that help businesses manage and syndicate accurate and consistent product data across multiple channels, including ecommerce platforms and retailers. With the increasing importance of omnichannel sales strategies, the demand for PIM systems has surged. These solutions enable the management of critical product data such as ingredients, weights, colors, and product specifications, ensuring retailers and wholesalers receive up-to-date, high-quality information. Cloud-based PIM systems offer automation capabilities, reducing manual data entry and improving data accuracy. Security frameworks are essential to protect sensitive product information. The consumer goods industry, in particular, benefits significantly from PIM solutions, as they help maintain product consistency and enhance the overall shopping experience.Artificial intelligence and machine learning technologies are increasingly integrated into PIM systems, further improving data enrichment and enabling more efficient data management.

How is this Product Information Management Industry segmented and which is the largest segment?

The product information management industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. DeploymentOn-premisesCloudEnd-userLarge enterprisesSMEsGeographyNorth AmericaUSEuropeGermanyUKAPACChinaJapanSouth AmericaMiddle East and Africa

By Deployment Insights

The on-premises segment is estimated to witness significant growth during the forecast period. Product Information Management (PIM) refers to on-premises software solutions installed and managed on a company's servers, requiring a license and in-house resources for care and integration. This approach necessitates specialized personnel for handling obligations and involves significant project installation considerations, such as infrastructure assessment, LAN/WAN bandwidth impact, access decisions, and internal approvals. In larger-scale deployments or complex infrastructures, a Systems Integrator may be engaged. The adoption of an on-premises PIM system necessitates a substantial investment in resources and internal capabilities. PIM plays a crucial role in data syndication for eCommerce industries, ensuring consistency and quality across omnichannel syndication, including retailers and wholesalers.It facilitates the management of product content, including ingredients, weights, colors, and product specifications. Security frameworks are essential for safeguarding sensitive data, and cloud-based solutions and automation offer scalability and efficiency. Industry verticals, such as consumer goods and retail, significantly benefit from PIM systems, enhancing the customer experience and omnichannel experience, driving online shopping sales, and catering to small companies undergoing digitalization. The eCommerce industry's shift towards multi-cloud approaches and hybrid cloud strategies necessitates PIM systems' integration with eCommerce systems, Enterprise Resource Planning, Customer Relationship Management, product catalogs, downstream channels, IT service teams, marketing channels, and security and privacy considerations.Data enrichment through Artificial Intelligence and Augmented Reality (AR) further enhances the value proposition of PIM systems.

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Access 1.5B verified identity profiles across 21 markets for KYC, compliance, fraud prevention, and onboarding. This high-scale dataset enables real-time consumer verification and data enrichment.