Consumer Edge is a leader in alternative consumer data for public and private investors and corporate clients. CE Transact Signal is an aggregated transaction feed that includes consumer transaction data on 100M+ credit and debit cards, including 14M+ active monthly users. Capturing online, offline, and 3rd-party consumer spending on public and private companies, data covers 12K+ merchants and deep demographic and geographic breakouts. Track detailed consumer behavior patterns, including retention, purchase frequency, and cross shop in addition to total spend, transactions, and dollars per transaction.

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

This data sample illustrates how Consumer Edge data can be used by private investors for deal sourcing, providing daily spend for 12,000 brands by channel.

Inquire about a CE subscription to perform more complex, near real-time deal sourcing, diligence, and portfolio monitoring analysis functions on public tickers and private brands like: • Screen fast-growing brands in any consumer industry or subindustry • Search for lagging companies open to capital discussions

Consumer Edge offers a variety of datasets covering the US and Europe (UK, Austria, France, Germany, Italy, Spain), with subscription options serving a wide range of business needs.

Use Case: Deal Sourcing & Diligence

Problem A $35B Private Equity company focused on growth & venture, credit, and public equity investing in later-stage companies was looking for a data solution to enable them to source and vet the health of potential investments vs. their peers and their industry. With limited visibility, they were seeking a data solution that would seamlessly and easily provide concrete data and analytics for their assessments.

Solution The firm leveraged CE data to monitor and report weekly on: • Sourcing: With the support of Consumer Edge’s Insight team, the firm set up dashboard views to find and track the struggling firms that are open to capital needs. • Diligence: The firm vetted the health of a potential investment target vs. their peers and their industry by monitoring key metrics such as YoY growth, spend amount % growth, transactions, and of transactions % growth.

Impact The diligence team able to: • Identify three target acquisition companies based on historic performance • Set benchmarks vs. competition and monitor growth trends • Develop growth plans for post-acquisition strategy

Corporate researchers and consumer insights teams use CE Vision for:

Corporate Strategy Use Cases • Ecommerce vs. brick & mortar trends • Real estate opportunities • Economic spending shifts

Marketing & Consumer Insights • Total addressable market view • Competitive threats & opportunities • Cross-shopping trends for new partnerships • Demo and geo growth drivers • Customer loyalty & retention

Investor Relations • Shareholder perspective on brand vs. competition • Real-time market intelligence • M&A opportunities

Most popular use cases for private equity and venture capital firms include: • Deal Sourcing • Live Diligences • Portfolio Monitoring

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

Most popular use cases among public and private investors from quant and systematic funds to quantamental and fundamental funds 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 • Customer lifetime value • Earnings predictions • Uncovering macroeconomic trends • Analyzing market share • Performance benchmarking • Understanding share of wallet • Seeing subscription trends

Fields Include: • Day • Merchant • Subindustry • Industry • Spend • Transactions • Spend per Transaction (derivable) • Cardholder State • Cardholder CBSA • Cardholder CSA • Age • Income • Wealth •...

Success.ai presents an exclusive opportunity to connect directly with top-tier decision-makers in the finance sector through our CEO Contact Data, specifically designed for venture capital and private equity investors based in the USA. This tailored database is part of our expansive collection that draws from over 700 million global profiles, meticulously verified to ensure the highest quality and reliability.

Why Choose Success.ai’s CEO Contact Data?

Specialized Investor Profiles: Access detailed profiles of CEOs and senior executives from leading venture capital and private equity firms across the United States. Investment Insights: Gain valuable insights into investment trends, fund sizes, and sectors of interest directly from the decision-makers. Verified Contact Details: We provide up-to-date email addresses and phone numbers, ensuring that you reach the right people without the hassle of outdated information. Data Features:

Targeted Financial Sector Data: Directly target influential figures in the financial sector who have the authority to make investment decisions. Comprehensive Executive Information: Profiles include not just contact information but also professional backgrounds, areas of investment focus, and operational histories. Geographic Precision: Focus your outreach efforts on US-based investors with our geographically segmented data. Flexible Delivery and Integration: Choose from various delivery options including API access for real-time integration or static files for periodic campaign use, allowing for seamless incorporation into your CRM or marketing automation tools.

Competitive Pricing with Best Price Guarantee: Success.ai is committed to providing competitive pricing without compromising on quality, backed by our Best Price Guarantee.

Effective Use Cases for CEO Contact Data:

Fundraising Initiatives: Connect with venture capital and private equity firms for fundraising activities or financial endorsements. Partnership Development: Forge strategic partnerships and collaborations with leading investors in the industry. Event Invitations: Send personalized invites to investment summits, roundtables, and networking events catered to top financial executives. Market Analysis: Utilize executive insights to better understand the investment landscape and refine your market strategies. Quality Assurance and Compliance:

Rigorous Data Verification: Our data undergoes continuous verification processes to maintain accuracy and completeness. Compliance with Regulations: All data handling practices adhere to GDPR and other relevant data protection laws, ensuring ethical and lawful use. Support and Custom Solutions:

Client Support: Our team is available to assist with any queries or specific data needs you may have. Tailored Data Solutions: Customize data sets according to specific criteria such as investment size, sector focus, or geographic location. Start Connecting with Venture Leaders: Empower your business strategy and network building by accessing Success.ai’s CEO Contact Data for venture capital and private equity investors. Whether you're looking to initiate funding rounds, explore investment opportunities, or engage with top financial leaders, our reliable data will pave the way for meaningful connections and successful outcomes.

Contact Success.ai today to discover how our precise and comprehensive data can transform your business approach and help you achieve your strategic goals.

Success.ai’s Private Equity (PE) Funding Data provides reliable, verified access to the contact details of investment professionals, fund managers, analysts, and executives operating in the global private equity landscape. Drawn from over 170 million verified professional profiles, this dataset includes work emails, direct phone numbers, and LinkedIn profiles for key decision-makers in PE firms. Whether you’re seeking new investment opportunities, looking to pitch your services, or building strategic relationships, Success.ai delivers continuously updated and AI-validated data to ensure your outreach is both precise and effective.

Why Choose Success.ai’s Private Equity Professionals Data?

1. Comprehensive Contact Information

   • Access verified work emails, direct phone numbers, and social profiles for PE fund managers, analysts, partners, and principals.
   • AI-driven validation ensures 99% accuracy, reducing wasted efforts and enabling confident communication with industry leaders.

2. Global Reach Across Private Equity Markets

   • Includes profiles of professionals involved in leveraged buyouts, growth capital, venture investments, and secondary market deals.
   • Covers North America, Europe, Asia-Pacific, South America, and the Middle East, ensuring a global perspective on PE investments.

3. Continuously Updated Datasets

   • Real-time updates keep you informed about changes in roles, firm structures, and portfolio focus, helping you stay aligned with an ever-evolving investment environment.

4. Ethical and Compliant

   • Adheres to GDPR, CCPA, and other international data privacy regulations, ensuring your outreach is both ethical and legally compliant.

Data Highlights:

• 170M+ Verified Professional Profiles: Includes private equity professionals, decision-makers, and influential players worldwide.
• 50M Work Emails: AI-validated for direct, accurate communication.
• 30M Company Profiles: Gain insights into private equity firms, their portfolio companies, investment stages, and sector focuses.
• 700M Global Professional Profiles: Enriched datasets supporting broad market analysis, strategic planning, and competitive assessments.

Key Features of the Dataset:

1. Investment Decision-Maker Profiles

   • Identify and connect with fund managers, dealmakers, and senior executives overseeing capital allocation, portfolio management, and exit strategies.
   • Engage with professionals who influence investment theses, valuation approaches, and cross-border deals.

2. Advanced Filters for Precision Targeting

   • Refine outreach by region, deal size, industry preference, fund type, or specific job functions within the PE firm.
   • Tailor campaigns to align with unique investment philosophies, market segments, and strategic focuses.

3. AI-Driven Enrichment

   • Profiles are enriched with actionable data, equipping you with insights to personalize messaging, highlight unique value propositions, and enhance engagement outcomes.

Strategic Use Cases:

1. Deal Origination and Pipeline Building

   • Reach out to PE fund managers and analysts to present investment opportunities, co-investment deals, or M&A prospects.
   • Identify partners receptive to new growth capital deployments, early-stage investments, or strategic acquisitions.

2. Advisory and Professional Services

   • Offer due diligence, valuation, legal, or consulting services directly to decision-makers at private equity firms.
   • Position your expertise to streamline deal execution, portfolio optimization, or exit planning.

3. Fundraising and Investor Relations

   • Connect with IR professionals, placement agents, and fund administrators to discuss fundraising targets, investor outreach strategies, or institutional capital requirements.
   • Engage with professionals managing limited partner relationships, capital calls, and reporting obligations.

4. Market Research and Competitive Intelligence

   • Utilize PE data for comprehensive market analysis, competitor benchmarking, and trend identification.
   • Understand investment patterns, portfolio performance, and sector preferences to refine your business strategies.

Why Choose Success.ai?

1. Best Price Guarantee

   • Secure premium-quality verified data at competitive prices, maximizing the ROI of your outreach and lead-generation efforts.

2. Seamless Integration

   • Incorporate verified contact data into your CRM or marketing automation platforms using APIs or downloadable formats for streamlined data management.

3. Data Accuracy with AI Validation

   • Rely on 99% accuracy to guide data-driven decisions, improve targeting, and enhance the effectiveness of your investment-related initiatives.

4. Customizable and Scalable Solutions

   • Adapt datasets to focus on particular geographies, deal sizes, or industry sectors, adjusting as your business needs evolve.

...

In 2022, the global total corporate investment in artificial intelligence (AI) reached almost 92 billion U.S. dollars, a slight decrease from the previous year. In 2018, the yearly investment in AI saw a slight downturn, but that was only temporary. Private investments account for a bulk of total AI corporate investment. AI investment has increased more than sixfold since 2016, a staggering growth in any market. It is a testament to the importance of the development of AI around the world.

What is Artificial Intelligence (AI)?

Artificial intelligence, once the subject of people’s imaginations and the main plot of science fiction movies for decades, is no longer a piece of fiction, but rather commonplace in people’s daily lives whether they realize it or not. AI refers to the ability of a computer or machine to imitate the capacities of the human brain, which often learns from previous experiences to understand and respond to language, decisions, and problems. These AI capabilities, such as computer vision and conversational interfaces, have become embedded throughout various industries’ standard business processes.

AI investment and startups

The global AI market, valued at 142.3 billion U.S. dollars as of 2023, continues to grow driven by the influx of investments it receives. This is a rapidly growing market, looking to expand from billions to trillions of U.S. dollars in market size in the coming years. From 2020 to 2022, investment in startups globally, and in particular AI startups, increased by five billion U.S. dollars, nearly double its previous investments, with much of it coming from private capital from U.S. companies. The most recent top-funded AI businesses are all machine learning and chatbot companies, focusing on human interface with machines.

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Private Equity Market Size 2025-2029

The private equity market size is forecast to increase by USD 885.7 billion at a CAGR of 9.5% between 2024 and 2029.

The market is experiencing significant growth, driven by an increasing number of high-net-worth individuals (HNWIs) worldwide. According to various estimates, the global population of HNWIs is projected to reach new heights, providing a substantial pool of potential investors for private equity firms. This trend, coupled with the continued search for higher returns, is leading to a in private equity deals. However, this market is not without challenges. The increasing complexity of transactions and associated risks is a major concern for investors. Regulatory scrutiny, economic uncertainty, and geopolitical risks are also factors that can impact the success of private equity investments. To capitalize on the opportunities presented by this market, companies must carefully assess potential risks and implement risk management strategies. Additionally, they must stay abreast of regulatory changes and adapt to shifting market conditions to remain competitive. By navigating these challenges effectively, private equity firms can successfully grow their portfolios and generate attractive returns for their investors.

What will be the Size of the Private Equity Market during the forecast period?

Request Free SampleThe market, a prominent investment class, continues to garner significant attention from high net individuals and institutional investors alike. This dynamic industry, a key component of the PE industry, is characterized by its ability to provide value-creating capabilities through strategic pathways. Private equity deals typically involve the acquisition of portfolio companies, often in growth sectors such as technology and energy & power, with the intent to expand their operations and enhance profitability. Deal sizes vary, catering to diverse investment appetites. Skilled professionals spearhead the due diligence process, assessing potential investments based on their strategic fit and growth potential. Key catalysts driving the market include impact investing, the increasing involvement of sovereign wealth funds and pension schemes, and the ongoing technological innovation shaping various industries. RIL Group companies and other PE firms play a pivotal role in this landscape, fostering a start-up culture and driving economic growth.

How is this Private Equity Industry segmented?

The private equity industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. End-userPrivately held companiesStart-up companiesApplicationLeveraged buyoutsVenture capitalEquity investmentEnterpreneurshipInvestmentsLarge CapUpper Middle MarketLower Middle MarketReal EstateLarge CapUpper Middle MarketLower Middle MarketReal EstateGeographyNorth AmericaUSCanadaEuropeFranceGermanyUKAPACAustraliaChinaIndiaJapanMiddle East and AfricaSouth AmericaBrazil

By End-user Insights

The privately held companies segment is estimated to witness significant growth during the forecast period.The markets primarily consist of privately held companies. One investment class within private equity is fixed-income private equity, which functions as a bond fund investing in various fixed-income securities, including corporate, municipal, and treasury bonds, on a centralized stock exchange. This differs from most corporate bonds, which are typically sold through bond brokers, limiting exposure to the stock exchange for bond buyers. Fixed-income private equity offers investors regular, fixed returns over a defined period, similar to bank fixed deposits. The PE industry is driven by skilled professionals seeking value-creating capabilities through strategic pathways. Key catalysts include sovereign wealth funds, pension schemes, and high net individuals. Private equity deals span various sectors, such as energy & power, and non-hazardous solid waste, recycling services, and waste-to-energy solutions. Technological innovation, particularly in the tech sector, is a significant focus, with digital disruption impacting early-stage startups and mature tech companies alike. Private equity fund managers employ various investment tools, including leveraged buyouts, venture capital, equity stakes, debt financing, and public markets, to build and expand their portfolio companies. Exit strategy considerations, regulatory complexities, and evolving compliance requirements are essential factors in the private equity landscape. Capital allocation, fund returns, and investment structures are crucial elements for fund managers to navigate, along with transaction value, cash reserves, and market forces.

Get a glance at the market report of share of various segments Requ

Success.ai offers a cutting-edge solution for businesses and organizations seeking Company Financial Data on private and public companies. Our comprehensive database is meticulously crafted to provide verified profiles, including contact details for financial decision-makers such as CFOs, financial analysts, corporate treasurers, and other key stakeholders. This robust dataset is continuously updated and validated using AI technology to ensure accuracy and relevance, empowering businesses to make informed decisions and optimize their financial strategies.

Key Features of Success.ai's Company Financial Data:

Global Coverage: Access data from over 70 million businesses worldwide, including public and private companies across all major industries and regions. Our datasets span 250+ countries, offering extensive reach for your financial analysis and market research.

Detailed Financial Profiles: Gain insights into company financials, including revenue, profit margins, funding rounds, and operational costs. Profiles are enriched with key contact details, including work emails, phone numbers, and physical addresses, ensuring direct access to decision-makers.

Industry-Specific Data: Tailored datasets for sectors such as financial services, manufacturing, technology, healthcare, and energy, among others. Each dataset is customized to meet the unique needs of industry professionals and analysts.

Real-Time Accuracy: With continuous updates powered by AI-driven validation, our financial data maintains a 99% accuracy rate, ensuring you have access to the most reliable and up-to-date information available.

Compliance and Security: All data is collected and processed in strict adherence to global compliance standards, including GDPR, ensuring ethical and lawful usage.

Why Choose Success.ai for Company Financial Data?

Best Price Guarantee: We pride ourselves on offering the most competitive pricing in the industry, ensuring you receive unparalleled value for comprehensive financial data.

AI-Validated Accuracy: Our advanced AI algorithms meticulously verify every data point to ensure precision and reliability, helping you avoid costly errors in your financial decision-making.

Customized Data Solutions: Whether you need data for a specific region, industry, or type of business, we tailor our datasets to align perfectly with your requirements.

Scalable Data Access: From small startups to global enterprises, our platform caters to businesses of all sizes, delivering scalable solutions to suit your operational needs.

Comprehensive Use Cases for Financial Data:

1. Strategic Financial Planning:

Leverage our detailed financial profiles to create accurate budgets, forecasts, and strategic plans. Gain insights into competitors’ financial health and market positions to make data-driven decisions.

1. Mergers and Acquisitions (M&A):

Access key financial details and contact information to streamline your M&A processes. Identify potential acquisition targets or partners with verified profiles and financial data.

1. Investment Analysis:

Evaluate the financial performance of public and private companies for informed investment decisions. Use our data to identify growth opportunities and assess risk factors.

1. Lead Generation and Sales:

Enhance your sales outreach by targeting CFOs, financial analysts, and other decision-makers with verified contact details. Utilize accurate email and phone data to increase conversion rates.

1. Market Research:

Understand market trends and financial benchmarks with our industry-specific datasets. Use the data for competitive analysis, benchmarking, and identifying market gaps.

APIs to Power Your Financial Strategies:

Enrichment API: Integrate real-time updates into your systems with our Enrichment API. Keep your financial data accurate and current to drive dynamic decision-making and maintain a competitive edge.

Lead Generation API: Supercharge your lead generation efforts with access to verified contact details for key financial decision-makers. Perfect for personalized outreach and targeted campaigns.

Tailored Solutions for Industry Professionals:

Financial Services Firms: Gain detailed insights into revenue streams, funding rounds, and operational costs for competitor analysis and client acquisition.

Corporate Finance Teams: Enhance decision-making with precise data on industry trends and benchmarks.

Consulting Firms: Deliver informed recommendations to clients with access to detailed financial datasets and key stakeholder profiles.

Investment Firms: Identify potential investment opportunities with verified data on financial performance and market positioning.

What Sets Success.ai Apart?

Extensive Database: Access detailed financial data for 70M+ companies worldwide, including small businesses, startups, and large corporations.

Ethical Practices: Our data collection and processing methods are fully comp...

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Venture Capital Investment Market Size 2025-2029

The venture capital investment market size is forecast to increase by USD 2920.2 billion at a CAGR of 37.9% between 2024 and 2029.

The Venture Capital (VC) investment market is experiencing significant growth, driven by the increasing number of biotech companies receiving funding and the rising pool of high-net-worth individuals (HNWIs) worldwide. Biotech companies, with their potential to revolutionize healthcare and agriculture through technological advancements, have become a favored investment destination for VC firms. This trend is expected to continue as these companies bring groundbreaking innovations to market. However, market dynamics are not without challenges. Foreign exchange volatility poses a significant risk for global investors, particularly those based in regions with unstable currencies. This volatility can impact the return on investment and make it difficult for VC firms to accurately forecast future cash flows. As such, managing currency risk effectively is crucial for firms looking to capitalize on investment opportunities in the global market. Companies seeking to navigate this landscape successfully must stay informed of market trends and be agile in their investment strategies to mitigate risks and maximize returns.

What will be the Size of the Venture Capital Investment Market during the forecast period?

Request Free SampleThe market represents a dynamic and evolving landscape for private equity infusions into innovative businesses and entrepreneurial endeavors. This market plays a crucial role in funding the development and growth of various industries, including artificial intelligence (AI), cloud technology, and software, among others. Venture capitalists provide financial resources to businesses at their formative stages, enabling them to bring groundbreaking ideas to fruition. The venture capital market's size is substantial, with billions of dollars in assets under management. The technology sector, encompassing AI, biotech, clean energy, and healthcare, is a significant focus for investors due to its potential for high growth and disruptive innovation. Deal-making in this market is driven by the pursuit of promising business ideas, access to talent pools, and the desire to foster entrepreneurial ecosystems. Additionally, venture capital investments can provide a crucial bridge to IPOs and other exit strategies for entrepreneurs and startup firms. Risk-averse banks and traditional financial institutions often find the venture capital market an attractive alternative for financing innovative businesses, recognizing its potential for high returns. The market's continued growth is fueled by the ongoing development of industry applications in areas such as blockchain, pharma, and financial services.

How is this Venture Capital Investment Industry segmented?

The venture capital investment industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. SectorSoftwarePharmaceutical and biotechnologyMedia and entertainmentMedical devices and equipmentsOthersTypeFirst-time venture fundingFollow-on venture fundingVariantInstitutional InvestorsCorporate venture capitalPrivate equity firmsAngel investorsOthersGeographyNorth AmericaUSCanadaEuropeFranceGermanyItalyThe NetherlandsUKAPACChinaIndiaJapanSouth AmericaMiddle East and Africa

By Sector Insights

The software segment is estimated to witness significant growth during the forecast period.The market plays a significant role in funding innovative business ideas in various sectors, including software, private equity, and technology. VC firms invest in various stages of a company's growth, from first-time funding to follow-on rounds. Areas of investment include Artificial Intelligence (AI), Cloud Technology, and other disruptive technologies. According to , the global software industry is expected to grow, driven by the increasing number of entrepreneurs and new businesses. In 2024, there were over 450 million entrepreneurs worldwide, and around 300 million businesses started. VCs have shown interest in software startups, with investments in AI, ML, IoT, CloudTech, and DevOps exceeding several billion dollars. This trend is expected to continue, providing numerous investment opportunities in the technology sector. VCs also invest in sectors like Healthcare, E-commerce, Clean Energy, Media and Entertainment, Green Finance, and Digital Transformation. The investment process involves thorough due diligence, speed of execution, and risk assessment. Retail investors can also participate in funding through crowdfunding and angel/seed-stage investments. Other funding types include Small businesses, Business-to-Consumer (B2C), Business-to-Business (B2B), and

In 2023, the majority of private equity investments in the United Kingdom (UK) involved companies in the ICT sector (communications, computer and electronics), which accounted for 26.3 percent of the total. Other popular sector for private equity investments in the UK were business products and services, consumer good and services, and biotech and healthcare sectors.

This project examines a key assumption which underlies one of the main approaches to poverty reduction currently advocated and practised by many international development agencies. Enormous energies and resources are devoted to institutional reform in order to improve the investment climate and thus promote economic growth. The assumption is that institutional reform comes first and investment follows. The project investigates whether this widely assumed sequence applies in the real world or whether, in fact, investment and growth provide the impetus for institutional reform. The project suggests a new way of examining this issue by drawing on comparative intra-country evidence and by combining quantitative and qualitative methods. Vietnam has data on growth, investment and the quality of governance, disaggregated by province and component of governance reform, for five consecutive years. The availability of such panel data makes it possible to examine the sequencing and dynamics of reform. Complementary qualitative research methods will be used to check the quantitative results and explore political dynamics at work. The project was designed and will be executed jointly by a team of IDS Fellows and Vietnamese collaborators. Our source of firm data is the Vietnam Enterprise Census. This is an annual census of all firms with more than 10 employees with an additional random sample of smaller firms. The data includes a wide range of information on firm characteristics including: sector, employees, assets, legal type, performance, source of capital, and investment. We have data from 2000 to 2010. The number of enterprises increased rapidly over this period from 42,123 in 2000, to over 250,000 in the later years, reflecting the strong growth in private sector activity over the decade. Unfortunately, matching firms across years for the early years is extremely difficult. However, from 2006, a standardised firm identifier was used allowing us to construct an (unbalanced) panel of firms from 2006-2010. Our final panel dataset contains 391,631 firms. Fifteen percent of the firms are measured for all five years, but others are measured less frequently either because of firm entry and exit during the time period under investigation, or because they fell below the GSO threshold of ten employees for inclusion in the census in a particular year and therefore were only subject to random selection, leading to gaps in the data. To measure the quality of local economic governance we draw on the Provincial Competitiveness Index (PCI). The PCI is a composite index of provincial economic governance which has been calculated each year since 2006 by the Vietnam Chamber of Commerce and Industry (VCCI). It is based upon a mail-out survey to a random sample of firms in each province. The survey asks a range of questions about firms’ perceptions of local economic governance, as well as concrete measures of their experience of local governance. A particular strength of the PCI is that it focuses on aspects of local governance which are under the control of the provincial administration. It therefore excludes factors such as the quality or availability of national roads, airports and ports which would bias the index in favour of larger cities or provinces. Firm responses to the questions are combined into a set of nine sub-indices reflecting provincial performance on: • Entry costs • Land access and tenure security • Transparency • Time costs of regulatory compliance • Informal charges • Proactivity of the provincial government • Business support services • Labour training • Legal institutions Provincial scores on each sub-index represent the province’s performance on that topic relative to the performance of other provinces in Vietnam. The overall PCI index is a combination of the sub-indices, yielding an overall score for the quality of economic governance in each province. The published PCI scores use a weighted sum of the sub-indices, with weights determined by the influence of each sub-index in predicting different aspects of firm performance. We use this published PCI, since it is observable to decision makers in firms and in government. In addition to the Enterprise Census and PCI data, we also draw on a range of provincial statistics from the GSO Statistical Yearbook.

Techsalerator’s Business Funding Data for North America is an extensive and insightful resource designed for businesses, investors, and financial analysts who need a deep understanding of the Asian funding landscape. This dataset meticulously captures and categorizes critical information about the funding activities of companies across the continent, providing valuable insights into the financial health and investment trends within various sectors.

What the Dataset Includes: Funding Rounds: Detailed records of funding rounds for companies in North America, including the size of the round, the date it occurred, and the stages of investment (Seed, Series A, Series B, etc.).

Investment Sources: Information on the sources of investment, such as venture capital firms, private equity investors, angel investors, and corporate investors.

Financial Milestones: Key financial achievements and benchmarks reached by companies, including valuation increases, revenue milestones, and profitability metrics.

Sector-Specific Data: Insights into how different sectors are performing, with data segmented by industry verticals such as technology, healthcare, finance, and consumer goods.

Geographic Breakdown: An overview of funding trends and activities specific to each North America country, allowing users to identify regional patterns and opportunities.

EU Countries Included in the Dataset: Antigua and Barbuda Bahamas Barbados Belize Canada Costa Rica Cuba Dominica Dominican Republic El Salvador Grenada Guatemala Haiti Honduras Jamaica Mexico Nicaragua Panama Saint Kitts and Nevis Saint Lucia Saint Vincent and the Grenadines Trinidad and Tobago United States

Benefits of the Dataset: Informed Decision-Making: Investors and analysts can use the data to make well-informed investment decisions by understanding funding trends and financial health across different regions and sectors. Strategic Planning: Businesses can leverage the insights to identify potential investors, benchmark against industry peers, and plan their funding strategies effectively. Market Analysis: The dataset helps in analyzing market dynamics, identifying emerging sectors, and spotting investment opportunities across North America. Techsalerator’s Business Funding Data for North America is a vital tool for anyone involved in the financial and investment sectors, offering a granular view of the funding landscape and enabling more strategic and data-driven decisions.

This description provides a more detailed view of what the dataset offers and highlights the relevance and benefits for various stakeholders.

The Council for the Development of Cambodia (CDC) has recently given permits to private firms to invest US$15.1 million in building three news factories in Sihanoukville. According to CDC, these three aforementioned investment projects will create over 375 jobs for Cambodians.

The Forager.ai Company Funding Data Set is a premier source of firmographic data, distinguished by its advanced AI-driven processes and unmatched refresh rate in the industry. With over 61 million global company records, our dataset provides the highest volume available, ensuring you have comprehensive access to vital business information.

Volume and Stats: Over 61M Total Records: We offer the highest volume of company data in the industry today. Bi-Weekly Refresh Rate: Each company record is refreshed twice a month, providing you with unparalleled data accuracy. Hourly Delivery: We ensure that you have the latest data at your fingertips with our hourly delivery model. AI-Driven Quality: Each record is meticulously curated through advanced AI processes, guaranteeing high-quality, accurate data.

Unique Value Proposition: What makes our dataset unique is not only its sheer volume but also its commitment to freshness and accuracy. By leveraging advanced machine learning algorithms, we continuously monitor and update our records, ensuring that you receive the most current information. This makes our data a critical asset for organizations aiming to make informed decisions based on the latest market insights.

Data Sourcing: Our company funding data is sourced from a combination of public records, proprietary algorithms, and real-time data collection methods. This hybrid sourcing approach allows us to maintain the highest standards of quality and comprehensiveness, making our dataset a reliable choice for businesses across various sectors.

Primary Use Cases: Sales Platforms, ABM and Intent Data Platforms, Identity Platforms, Data Vendors:

Identify Emerging Trends: Uncover trending technologies and tools gaining popularity in specific markets.

Target Business Opportunities: Pinpoint lucrative prospects by identifying similar solutions used by target companies.

Analyze Tech Stacks: Study a company’s technological capabilities to gauge its strengths and weaknesses.

B2B Tech Companies:

Enrich leads acquired through our Company Search API (available separately). Identify and map companies that align with your ideal customer profiles (ICP). Build targeted audiences based on key criteria such as location, company size, industry, and description. Venture Capital and Private Equity:

Discover new investment opportunities by analyzing company descriptions and industry-level data. Review the growth trajectories of private companies and benchmark their performance against competitors. Create comprehensive views of companies within popular verticals for strategic investment decisions.

Delivery Options: We offer flexible delivery options to meet your needs, including:

Flat files via S3 or GCP PostgreSQL Shared Database PostgreSQL Managed Database API access Custom options available upon request, depending on your scale requirements.

Broader Data Offering: Our Company Funding Data Set is not just a standalone product; it is a cornerstone of our broader data offering. By integrating this dataset with other data solutions, you can create a holistic view of market dynamics that empowers your decision-making processes. Whether you’re looking to enhance your sales strategy, streamline marketing efforts, or uncover new investment opportunities, our dataset provides the essential information you need for growth and success.

Tags: Company funding Data, Company Profiles, Global Company Data Records, Employee Data, Firmographic Data, AI-Driven Data, High Refresh Rate, Company Classification, Private Market Intelligence, Workforce Intelligence, Public Companies, Historical Coverage.

Techsalerator’s Business Funding Data for Latin America is an extensive and insightful resource designed for businesses, investors, and financial analysts who need a deep understanding of the Latin America funding landscape. This dataset meticulously captures and categorizes critical information about the funding activities of companies across the continent, providing valuable insights into the financial health and investment trends within various sectors.

What the Dataset Includes: Funding Rounds: Detailed records of funding rounds for companies in Latin America, including the size of the round, the date it occurred, and the stages of investment (Seed, Series A, Series B, etc.).

Investment Sources: Information on the sources of investment, such as venture capital firms, private equity investors, angel investors, and corporate investors.

Financial Milestones: Key financial achievements and benchmarks reached by companies, including valuation increases, revenue milestones, and profitability metrics.

Sector-Specific Data: Insights into how different sectors are performing, with data segmented by industry verticals such as technology, healthcare, finance, and consumer goods.

Geographic Breakdown: An overview of funding trends and activities specific to each Asian country, allowing users to identify regional patterns and opportunities.

Latam Countries Included in the Dataset: Argentina Bolivia Brazil Chile Colombia Ecuador Guyana Paraguay Peru Suriname Uruguay Venezuela Central America: Belize Costa Rica El Salvador Guatemala Honduras Nicaragua Panama

Benefits of the Dataset: Informed Decision-Making: Investors and analysts can use the data to make well-informed investment decisions by understanding funding trends and financial health across different regions and sectors. Strategic Planning: Businesses can leverage the insights to identify potential investors, benchmark against industry peers, and plan their funding strategies effectively. Market Analysis: The dataset helps in analyzing market dynamics, identifying emerging sectors, and spotting investment opportunities across Latin America. Techsalerator’s Business Funding Data for Latin America is a vital tool for anyone involved in the financial and investment sectors, offering a granular view of the funding landscape and enabling more strategic and data-driven decisions.

This description provides a more detailed view of what the dataset offers and highlights the relevance and benefits for various stakeholders.

This geospatial dataset depicts ownership patterns of forest land across the conterminous United States. Eight ownership categories are modeled, including three public ownerships: federal, state, and local; four private categories: family, corporate, Timber Investment Management Organization (TIMO) and Real Estate Investment Trust (REIT), and other private (including conservation organizations and unincorporated associations); and Native American tribal land. The data are modeled from Forest Inventory and Analysis (FIA) points from 2012-2017 and the most up-to-date publicly available boundaries of federal, state, and tribal lands.These data are intended to support national- and regional-scale planning and analyses involving spatially explicit distribution and patterns of forest ownership. These data are not intended or recommended for subregional- or local-scale planning or analyses. Map accuracy varies between ownership categories and regions, limiting its use for local or specific decision making.A corresponding Research Map (RMAP) has been produced to cartographically portray this dataset (Sass et al. 2020; https://doi.org/10.2737/NRS-RMAP-11).

Three previous data publications also model forest ownership types across the conterminous United States. Nelson et al. (2010) depicts public and private forest ownership, and differentiates corporate from other private ownership. Hewes et al. (2014) differentiates three public ownership categories (federal, state, and local) and three private ownership categories (family, corporate, and other private). Hewes et al. (2017) depicts these six categories as well as tribal lands. This dataset is updated with recently available data and differentiates a new private ownership category: Timber Investment Management Organizations (TIMOs) and Real Estate Investment Trusts (REITs), which are presented as a combined category.

description: USAID's Development Credit Authority (DCA) works with investors, local financial institutions, and development organizations to design and deliver investment alternatives that unlock financing for U.S. Government priorities. Whether it's getting working capital to promising entrepreneurs or input financing to small farmers, DCA seeks to prove the commercial viability of underserved markets so that lending and investment continues long after we exit. The Development Credit Authority (DCA) uses partial credit guarantees to mobilize local financing in developing countries. Guarantee agreements encourage private lenders to extend financing to underserved borrowers in new sectors and regions. By opening up local channels of financing, USAID is empowering entrepreneurs in developing countries at a minimal cost to the U.S. taxpayer. This USAID dataset shows the partial credit guarantees that USAID has issued since the development credit authority program was founded in 1999. The spreadsheet reflects the full facility size of each guarantee, how much was lent under the guarantee, the status of the guarantee (i.e., active or expired), how much in claims the bank submitted due to losses it incurred for loans placed under the guarantee, and how many loans were placed under coverage of the guarantee. The data also shows the sector and country for each guarantee.; abstract: USAID's Development Credit Authority (DCA) works with investors, local financial institutions, and development organizations to design and deliver investment alternatives that unlock financing for U.S. Government priorities. Whether it's getting working capital to promising entrepreneurs or input financing to small farmers, DCA seeks to prove the commercial viability of underserved markets so that lending and investment continues long after we exit. The Development Credit Authority (DCA) uses partial credit guarantees to mobilize local financing in developing countries. Guarantee agreements encourage private lenders to extend financing to underserved borrowers in new sectors and regions. By opening up local channels of financing, USAID is empowering entrepreneurs in developing countries at a minimal cost to the U.S. taxpayer. This USAID dataset shows the partial credit guarantees that USAID has issued since the development credit authority program was founded in 1999. The spreadsheet reflects the full facility size of each guarantee, how much was lent under the guarantee, the status of the guarantee (i.e., active or expired), how much in claims the bank submitted due to losses it incurred for loans placed under the guarantee, and how many loans were placed under coverage of the guarantee. The data also shows the sector and country for each guarantee.

Success.ai’s LinkedIn Data Solutions offer unparalleled access to a vast dataset of 700 million public LinkedIn profiles and 70 million LinkedIn company records, making it one of the most comprehensive and reliable LinkedIn datasets available on the market today. Our employee data and LinkedIn data are ideal for businesses looking to streamline recruitment efforts, build highly targeted lead lists, or develop personalized B2B marketing campaigns.

Whether you’re looking for recruiting data, conducting investment research, or seeking to enrich your CRM systems with accurate and up-to-date LinkedIn profile data, Success.ai provides everything you need with pinpoint precision. By tapping into LinkedIn company data, you’ll have access to over 40 critical data points per profile, including education, professional history, and skills.

Key Benefits of Success.ai’s LinkedIn Data: Our LinkedIn data solution offers more than just a dataset. With GDPR-compliant data, AI-enhanced accuracy, and a price match guarantee, Success.ai ensures you receive the highest-quality data at the best price in the market. Our datasets are delivered in Parquet format for easy integration into your systems, and with millions of profiles updated daily, you can trust that you’re always working with fresh, relevant data.

API Integration: Our datasets are easily accessible via API, allowing for seamless integration into your existing systems. This ensures that you can automate data retrieval and update processes, maintaining the flow of fresh, accurate information directly into your applications.

Global Reach and Industry Coverage: Our LinkedIn data covers professionals across all industries and sectors, providing you with detailed insights into businesses around the world. Our geographic coverage spans 259M profiles in the United States, 22M in the United Kingdom, 27M in India, and thousands of profiles in regions such as Europe, Latin America, and Asia Pacific. With LinkedIn company data, you can access profiles of top companies from the United States (6M+), United Kingdom (2M+), and beyond, helping you scale your outreach globally.

Why Choose Success.ai’s LinkedIn Data: Success.ai stands out for its tailored approach and white-glove service, making it easy for businesses to receive exactly the data they need without managing complex data platforms. Our dedicated Success Managers will curate and deliver your dataset based on your specific requirements, so you can focus on what matters most—reaching the right audience. Whether you’re sourcing employee data, LinkedIn profile data, or recruiting data, our service ensures a seamless experience with 99% data accuracy.

• Best Price Guarantee: We offer unbeatable pricing on LinkedIn data, and we’ll match any competitor.
• Global Scale: Access 700 million LinkedIn profiles and 70 million company records globally.
• AI-Verified Accuracy: Enjoy 99% data accuracy through our advanced AI and manual validation processes.
• Real-Time Data: Profiles are updated daily, ensuring you always have the most relevant insights.
• Tailored Solutions: Get custom-curated LinkedIn data delivered directly, without managing platforms.
• Ethically Sourced Data: Compliant with global privacy laws, ensuring responsible data usage.
• Comprehensive Profiles: Over 40 data points per profile, including job titles, skills, and company details.
• Wide Industry Coverage: Covering sectors from tech to finance across regions like the US, UK, Europe, and Asia.

Key Use Cases:

• Sales Prospecting and Lead Generation: Build targeted lead lists using LinkedIn company data and professional profiles, helping sales teams engage decision-makers at high-value accounts.
• Recruitment and Talent Sourcing: Use LinkedIn profile data to identify and reach top candidates globally. Our employee data includes work history, skills, and education, providing all the details you need for successful recruitment.
• Account-Based Marketing (ABM): Use our LinkedIn company data to tailor marketing campaigns to key accounts, making your outreach efforts more personalized and effective.
• Investment Research & Due Diligence: Identify companies with strong growth potential using LinkedIn company data. Access key data points such as funding history, employee count, and company trends to fuel investment decisions.
• Competitor Analysis: Stay ahead of your competition by tracking hiring trends, employee movement, and company growth through LinkedIn data. Use these insights to adjust your market strategy and improve your competitive positioning.
• CRM Data Enrichment: Enhance your CRM systems with real-time updates from Success.ai’s LinkedIn data, ensuring that your sales and marketing teams are always working with accurate and up-to-date information.
• Comprehensive Data Points for LinkedIn Profiles: Our LinkedIn profile data includes over 40 key data points for every individual and company, ensuring a complete understandin...

With the Food, Conservation, and Energy Act of 2008 (the 2008 Farm Bill), Congress tasked states and territories to craft assessments of the forests within their boundaries and develop strategies to address threats and forest management opportunities. Now known as Forest Action Plans, these assessments and strategies provide an analysis of forest conditions and trends in the state and delineate priority forest landscape areas. They offer long-term plans for investing state, federal, and other resources where they can be most effective in achieving national conservation goals by addressing the State and Private Forestry (SPF) national priorities and objectives: 1) Conserve working forest lands, 2) Protect forests from harm, and 3) Enhance public benefits from trees and forests. Administered by the US Forest Service and implemented by State forestry agencies, the SPF Forest Stewardship Program encourages private forest landowners to manage their lands using professionally prepared Forest Stewardship plans. Participation in the Forest Stewardship Program requires that states and territories submit a raster dataset of priority areas specific to the Program - aligned with priority landscapes identified in Forest Action Plans - called Forest Stewardship Program Federal Investment Areas, where they will focus their Program delivery efforts. Program performance measures include acres covered by active Forest Stewardship plans that are within Forest Stewardship Priority Areas.

The global investment in fintech companies experienced a significant decline in 2024, with all observed regions showing decreased investment activity. The Americas maintained its position as the primary hub for fintech investment, attracting 63.8 billion U.S. dollars. Investments in the EMEA (Europe, Middle East, and Africa) region totaled 20.3 billion U.S. dollars, while the Asia-Pacific region received 11.4 billion U.S. dollars in fintech funding. The global fintech investment activity reached in 2024 its lowest point since 2017. Quarterly trends reveal ongoing challenges The downward trajectory in fintech investments became apparent in early 2022 and continued throughout 2023. By the fourth quarter of 2023, global fintech funding had dwindled to 26.9 billion U.S. dollars, a far cry from the peak of nearly 145 billion U.S. dollars seen in the third quarter of 2019. Despite the overall decline, several fintech segments experienced increasing investment activity, with payments, regtech, and wealthtech seeing the sharpest increases. Venture capital feels the pinch The fintech investment landscape in 2024 was dominated by M&A deals, which accounted for 49.6 billion U.S. dollars of funding. Venture capital investments, while still substantial at 43.4 billion U.S. dollars, saw a marked decrease from almost 90 billion U.S. dollars in 2022. This decline was not only in value but also in the number of investment deals, which fell from 6,968 to 3,856. Despite the challenges, the fintech sector continues to evolve, with companies like Stripe leading the U.S. market with a valuation of 65 billion U.S. dollars, underscoring the enduring potential of innovative financial technologies.

Success.ai’s Company Funding Data Solutions offer businesses access to over 28 million verified company profiles, delivering detailed insights into private company data across multiple industries. Our solution includes firmographic data and business location data for companies of all sizes, from large enterprises to small businesses. Whether you're seeking small business contact data or company funding data, Success.ai’s company data solutions empower businesses with the accuracy and depth they need to drive B2B sales, marketing, and research initiatives.

At Success.ai, we offer tailored B2B datasets to meet specific business requirements. With our white-glove service, you’ll receive curated datasets customized to fit your needs, without the hassle of managing data platforms yourself. Our solution is GDPR-compliant, AI-validated with a 99% accuracy rate, and offers the best price guarantee on the market.

Why choose Success.ai?

• Best Price Guarantee: Our pricing beats any competitor, ensuring you get the best deal.
• Global Reach: 28M verified company profiles spanning 195 countries, providing coverage across industries.
• AI-Validated Accuracy: 99% accuracy rate, ensuring high-quality, actionable data.
• Real-Time Updates: Data is continuously updated to ensure you’re working with the freshest insights.
• Ethically Sourced & Compliant: All data is GDPR-compliant and ethically sourced from trusted partners.
• Comprehensive Data: Over 15 key data points per company, including firmographic data, funding history, company size, and technologies used.
• Tailored Service: Custom datasets are delivered directly to you, eliminating the need for platform navigation.

Our database includes comprehensive insights into company structures, employee counts, key technologies, and company funding data. Whether you’re targeting companies by business location or looking for detailed firmographic data, Success.ai’s datasets ensure you have all the data you need to drive your strategy.

Comprehensive data points:

Company Name LinkedIn URL Company Domain Company Description Business Location: Full details down to the city, state, and country Company Industry Employee Count Technologies Used Funding Information: Total funding and the latest funding dates

Maximize your sales potential by targeting decision-makers and building targeted account lists using Success.ai’s B2B contact data and company profiles. Our datasets are ideal for account-based marketing (ABM), investment research, market analysis, and CRM enrichment. Success.ai’s company data provides sales and marketing teams with the actionable insights they need to scale their efforts efficiently.

Key Use Cases:

• Targeted Lead Generation: Build precise lead lists by filtering company data by industry, size, or location.
• Account-Based Marketing (ABM): Use detailed firmographic data to focus marketing efforts on high-value accounts.
• Investment Research: Analyze company growth trends and funding history to identify high-potential investments.
• Market Research: Gain insights into industry trends, competitor activity, and market positioning for strategic planning.
• CRM Enrichment: Keep your CRM updated with verified company data, ensuring streamlined workflows.

With Success.ai, you’ll benefit from our best price guarantee, industry-leading accuracy, and white-glove service. We specialize in private company data, small business contact data, and business location data, providing comprehensive solutions for B2B marketing, sales, and research teams. Whether you need firmographic data or insights on company funding, our real-time datasets will help you stay ahead of the competition.

Get started with Success.ai today and take advantage of our price match guarantee, ensuring you receive the best possible deal on high-quality company data. Contact us to receive your custom dataset and transform your business with real-time insights.

Forager.ai - Global B2B Person Data Set is a comprehensive and AI-powered collection of over 720M professional LinkedIn profiles. Our dataset is refreshed bi-weekly (2x/month) to ensure the most up-to-date and dynamic information, setting the industry standard for data accuracy and coverage. Delivered via JSON, CSV, or PostgreSQL formats, it captures publicly available information on professional profiles across industries and geographies.

| Volume and Stats | 720M+ Global Records, continually growing. Each record is refreshed twice a month, ensuring high data fidelity. Powered by first-party data curation, supporting leading sales and recruitment platforms. Hourly delivery, providing near-real-time data access. Multiple data formats: JSONL, CSV, PostgreSQL for seamless integration.

| Datapoints | 150+ unique data points available, including: Current Title, Current Company, Work History, Educational Background, location and contact details. with high accuracy +95%. Linkage to other social networks and contact data for added insights.

| Use Cases | Sales Platforms, ABM Vendors, and Intent Data Companies Fuel your platforms with fresh, accurate professional data. Gain insights from job changes and update your database in real time. Enhance contact enrichment for targeted marketing and sales outreach. Venture Capital (VC) and Private Equity (PE) Firms Track employees and founders in your portfolio companies and be the first to know when they change roles. Access employee growth trends to benchmark against competitors. Discover new talent for portfolio companies, optimizing recruitment efforts. HR Tech, ATS Platforms, and Recruitment Solutions Build effective, industry-agnostic recruitment platforms with a wealth of professional data. Track job transitions and automatically refresh profiles to eliminate outdated information. Identify top talent through work history, educational background, and skills analysis.

| Delivery Options | Flat files via S3 or GCP PostgreSQL Shared/Managed Database REST API Custom delivery options available upon request.

| Key Features | Over 180M U.S. Professional Profiles. 150+ Data Fields available upon request. Free data samples for evaluation purposes. Bi-Weekly Updates Data accuracy +95%

Tags: LinkedIn Data, Professional Data, Employee Data, Firmographic Data, Work Experience, Education Data, Account-Based Marketing (ABM), Intent Data, Identity Resolution, Talent Sourcing, Sales Database, Recruitment Solutions, Contact Enrichment.