Factori houses an extensive dataset of US People data, providing valuable insights into individuals across various demographic and behavioral dimensions. Our US People Data section is dedicated to helping you understand the breadth and depth of the information available through our API.

Data Collection and Aggregation Our People data is gathered and aggregated through surveys, digital services, and public data sources. We use powerful profiling algorithms to collect and ingest only fresh and reliable data points. This ensures that the data you access is up-to-date and accurate.

Here are some of the data categories and attributes we offer within US People data Graph: - 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.

Here's the data schema: Person_id first_name last_name gender age year month day full_address city state zipcode zip4 delivery_point_bar_code carrier_route walk_sequence_code fips_state_code fips_county_code country_name latitude longtitude address_type metropolitan_statistical_area core_based_statistical_area census_tract census_block
census_block_group primary_address pre_address street 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 household_id census_median_household_income
household_size occupation_home_office
dwell_type household_income marital_status length_of_residence number_of_kids pre_school_kids single_parent working_women_in_house_hold homeowner children
adults generations net_worth education_level education_history occupation occuptation_business_owner credit_lines credit_card_user newly_issued_credit_card_user credit_range_new credit_cards loan_to_value and alot more...

Factori's People Data API empowers businesses to enhance their contact database of Shopify and Klaviyo by enriching data. Simply input phone numbers, email addresses, hashed values, or name/company details, and receive comprehensive contact details in a standardized format. Fuel your marketing, sales, and customer relationship management activities with enriched contact information, including names, company details, job titles, contact information, social media profiles, and more. With optimized performance, robust error handling, and data security measures, Factori's People Data API provides a seamless experience. Unlock valuable insights, personalize your outreach, and drive business growth effortlessly with Factori's People Data API. Use Cases: Personalized Marketing: Enrich existing contact data with additional details such as social media profiles, educational background, or job titles. Tailor your marketing messages and campaigns to specific customer segments, improving personalization and engagement. Account-Based Marketing (ABM): Enhance your ABM strategy by enriching contact data of target accounts. Gain a comprehensive understanding of key stakeholders, their roles, and their preferences to deliver highly targeted and personalized campaigns. Sales Intelligence: Arm your sales team with enriched contact information to improve prospecting and sales conversations. Access valuable insights such as past experiences, interests, or industry expertise to establish meaningful connections and drive conversions. Data Cleansing and Validation: Ensure the accuracy and completeness of your contact database by enriching existing data with verified information. Update outdated or missing contact details, improving data quality and integrity. Market Research and Analysis: Enrich contact data to gain deeper insights into industry trends, job movements, or market dynamics. Analyze enriched data to identify patterns, opportunities, and market gaps for informed decision-making.

Success.ai offers a comprehensive, enterprise-ready B2B leads data solution, ideal for businesses seeking access to over 150 million verified employee profiles and 170 million work emails. Our data empowers organizations across industries to target key decision-makers, optimize recruitment, and fuel B2B marketing efforts. Whether you're looking for UK B2B data, B2B marketing data, or global B2B contact data, Success.ai provides the insights you need with pinpoint accuracy.

Tailored for B2B Sales, Marketing, Recruitment and more: Our B2B contact data and B2B email data solutions are designed to enhance your lead generation, sales, and recruitment efforts. Build hyper-targeted lists based on job title, industry, seniority, and geographic location. Whether you’re reaching mid-level professionals or C-suite executives, Success.ai delivers the data you need to connect with the right people.

API Features:

• Real-Time Updates: Our APIs deliver real-time updates, ensuring that the contact data your business relies on is always current and accurate.
• High Volume Handling: Designed to support up to 860k API calls per day, our system is built for scalability and responsiveness, catering to enterprises of all sizes.
• Flexible Integration: Easily integrate with CRM systems, marketing automation tools, and other enterprise applications to streamline your workflows and enhance productivity.

Key Categories Served: B2B sales leads – Identify decision-makers in key industries, B2B marketing data – Target professionals for your marketing campaigns, Recruitment data – Source top talent efficiently and reduce hiring times, CRM enrichment – Update and enhance your CRM with verified, updated data, Global reach – Coverage across 195 countries, including the United States, United Kingdom, Germany, India, Singapore, and more.

Global Coverage with Real-Time Accuracy: Success.ai’s dataset spans a wide range of industries such as technology, finance, healthcare, and manufacturing. With continuous real-time updates, your team can rely on the most accurate data available: 150M+ Employee Profiles: Access professional profiles worldwide with insights including full name, job title, seniority, and industry. 170M Verified Work Emails: Reach decision-makers directly with verified work emails, available across industries and geographies, including Singapore and UK B2B data. GDPR-Compliant: Our data is fully compliant with GDPR and other global privacy regulations, ensuring safe and legal use of B2B marketing data.

Key Data Points for Every Employee Profile: Every profile in Success.ai’s database includes over 20 critical data points, providing the information needed to power B2B sales and marketing campaigns: Full Name, Job Title, Company, Work Email, Location, Phone Number, LinkedIn Profile, Experience, Education, Technographic Data, Languages, Certifications, Industry, Publications & Awards.

Use Cases Across Industries: Success.ai’s B2B data solution is incredibly versatile and can support various enterprise use cases, including: B2B Marketing Campaigns: Reach high-value professionals in industries such as technology, finance, and healthcare. Enterprise Sales Outreach: Build targeted B2B contact lists to improve sales efforts and increase conversions. Talent Acquisition: Accelerate hiring by sourcing top talent with accurate and updated employee data, filtered by job title, industry, and location. Market Research: Gain insights into employment trends and company profiles to enrich market research. CRM Data Enrichment: Ensure your CRM stays accurate by integrating updated B2B contact data. Event Targeting: Create lists for webinars, conferences, and product launches by targeting professionals in key industries.

Use Cases for Success.ai's Contact Data - Targeted B2B Marketing: Create precise campaigns by targeting key professionals in industries like tech and finance. - Sales Outreach: Build focused sales lists of decision-makers and C-suite executives for faster deal cycles. - Recruiting Top Talent: Easily find and hire qualified professionals with updated employee profiles. - CRM Enrichment: Keep your CRM current with verified, accurate employee data. - Event Targeting: Create attendee lists for events by targeting relevant professionals in key sectors. - Market Research: Gain insights into employment trends and company profiles for better business decisions. - Executive Search: Source senior executives and leaders for headhunting and recruitment. - Partnership Building: Find the right companies and key people to develop strategic partnerships.

Why Choose Success.ai’s Employee Data? Success.ai is the top choice for enterprises looking for comprehensive and affordable B2B data solutions. Here’s why: Unmatched Accuracy: Our AI-powered validation process ensures 99% accuracy across all data points, resulting in higher engagement and fewer bounces. Global Scale: With 150M+ employee profiles and 170M veri...

Factori is a compliant, flexible, and adaptable data provider. We help you make smarter decisions, fill all the gaps in your data, uncover patterns, gain a competitive advantage, and build better solutions by bringing accurate, holistic, privacy-compliant global consumer data.

We specialize in building the world’s largest consumer graph that ingests, de-dupes, and transforms premium data from over 2.3 billion anonymous customer profiles with 800+ attributes, which powers insights for smarter decision-making and building adequate solutions. We take privacy and personal information very seriously and are committed to adhering to all applicable data privacy and security laws and regulations, including the GDPR, CCPA, and ISO 27001.

In the dynamic realm of business, the perpetual challenge of maintaining current customer data is ever-present. Factori’s People Data API efficiently manages the ingestion, deduplication, and transformation of premium data sources, saving you valuable time and effort.

With our API, you can access and utilize subsets of our comprehensive person dataset, empowering you to gain actionable intelligence, make data-driven decisions, and build innovative products and services. Whether you're a marketer, data scientist, or business analyst, our US People Data can unlock new opportunities for your organization.

Designed as a comprehensive data enrichment solution, our US People database fills gaps in your customer data, offering profound insights into your consumers. Encompassing over 300 million profiles with more than 40 variables spanning location, demographics, lifestyle, hobbies, and behaviors, it acts as a guiding compass for understanding your customers' past, present, and potential future behaviors. This enables you to navigate the business landscape with clarity, making decisions grounded in comprehensive and informed perspectives.

Here are some of the data categories and attributes we offer within the US People Data Graph: 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,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.

Use Cases: Sales Intelligence: Precision Market Analysis and Segmentation Engage with personalized campaigns Enhance Lead Scoring and Qualification Strategic Marketing: Precision Market Analysis and Segmentation Engage with personalized campaigns Enhance Lead Scoring and Qualification Fraud and Cybersecurity: Unlock comprehensive identity insights Seamless KYC Compliances. Real-time Threat Detection HR Tech: Elevate Candidate Profiles Forge Talent Pathways Track role transitions

Global B2B Contact Database | 850M+ Verified LinkedIn Profiles | 95% Accuracy Stop guessing who still works where. Forager.ai delivers the world's most complete and dynamic B2B people intelligence—combining 850M+ LinkedIn profiles with verified mobile and email data, refreshed every 14 days to track role changes, promotions, and company moves.

Why Talent & Sales Teams Rely on Forager ✅ Passive Candidate Goldmine Over 40% of profiles include verified personal emails and mobile numbers, essential for reaching:

Executives who mask work contact details

Job-hoppers before they update LinkedIn

Hard-to-reach specialists (e.g. AI engineers, compliance leads)

✅ 100% Ethical Sourcing Fully compliant

Your Swiss Army Knife for Hiring & Sales Every Profile Includes:

Verified work & personal emails + mobile numbers

Full career history (With durations)

Rich skills matrix (endorsed & self-reported)

Education and certifications

Team size & current management scope

Trusted Across Industries:

🔹 Recruitment Agencies Source Python developers with consistent GitHub activity

Discover passive CFOs open to PE-backed ventures

🔹 Sales Teams Target CMOs within their first 90 days on the job

Track buyers engaging with competitors’ ads (via intent data)

🔹 VC & PE Firms Build accurate org charts for due diligence

Identify leadership teams preparing to exit post-acquisition

🔹 HR Tech & SaaS Platforms Enrich ATS/CRM systems through API

Power diversity dashboards with gender & ethnicity insights

Enterprise-Ready Delivery ATS/CRM Integrations: Greenhouse, Bullhorn, Salesforce

Real-Time API: Lookups with sub-300ms latency

Snowflake Sync: Daily refreshed tables with SCD2 history

Compliance Hub: Auto-delete & opt-out workflows across systems

LinkedIn Database | Verified B2B Contacts | Recruitment Intelligence | Sales Lead Database | Talent Mapping | Executive Contact Data | GDPR-Compliant Profiles | Passive Candidate Sourcing | People Enrichment API | Skills-Based Hiring

The zip file includes metadata about R&D outputs related to all Coronaviruses.

The two main data sources used for this work include:

Microsoft Academic Graph (MSA) API: Subset of 10.000+ coronavirus R&D outputs, with data from 1970, including patents and scientific publications.

The Global Research Identifier Database (GRID): Used to enrich the organization data extracted from MSA.

After cleaning and enriching the data we extracted a total of 1.100+ organization and 26.700+ researchers spread across 90+ countries and 700+ cities.

Inside the zip file you will find:

documents.csv: Full list of documents

topics.csv: list of topics connected to documents

terms.csv: list of terms connected to documents

people.csv: list of people (authors) connected to documents

orgsplus.csv: list of organisations (incl their locations) connected to documents

More information is available at https://app.gitbook.com/@dataverz/s/coronavirus-r-and-d/

Bytemine offers access to over 100 million verified personal email addresses for US consumers and professionals. This extensive B2C contact database is designed to support modern outreach, digital marketing, lead generation, and customer engagement across channels that reach people where they are most responsive — their personal inbox.

Unlike traditional work email databases that limit outreach to business hours or corporate filters, personal emails enable more flexible, direct, and often higher-converting communication. Whether you're running direct-to-consumer campaigns, re-engaging inactive users, or enriching existing contact records, Bytemine provides the scale and data quality you need to connect effectively.

Our personal email dataset includes:

100 million+ verified personal email addresses (Gmail, Yahoo, Outlook, etc.) Matched with names, phone numbers, location, and demographic attributes 50+ enriched fields including age range, gender, location, occupation, and consumer behavior signals Optional inclusion of job title, company, and professional details for dual B2B-B2C targeting

All emails are verified and regularly updated to ensure deliverability, reduce bounce rates, and improve sender reputation. Contacts are sourced through direct data licensing agreements with consumer platforms, B2C applications, and verified aggregators, ensuring compliance and reliability.

This data is ideal for:

B2C marketing campaigns (email newsletters, promotions, lifecycle emails) Direct-to-consumer product launches and brand activations Customer re-engagement and loyalty campaigns Lookalike audience creation for paid media CRM enrichment with consumer-facing contact info Identity resolution and cross-channel targeting Data onboarding for ad platforms or audience segmentation Consumer surveys, polling, and research

Bytemine’s personal email dataset empowers your marketing, growth, and data teams with clean, structured, and highly scalable contact information. Each record can be enriched with behavioral and demographic data, enabling advanced personalization and segmentation strategies.

Access is available through:

1. Web-based search platform for easy filtering, export, and targeting
2. API access for integration into your product, workflow, or marketing engine

With flexible delivery options and scalable pricing, Bytemine supports startups, growth teams, agencies, and enterprise platforms looking to expand their reach and drive performance with verified consumer data.

If you're looking to power outreach across consumer inboxes, enrich B2C data, or build a scalable, compliant contact database, Bytemine’s personal email dataset is the fastest way to connect with real people across the United States.

US B2B Contact Database | 200M+ Verified Records | 95% Accuracy | API/CSV/JSON Elevate your sales and marketing efforts with America's most comprehensive B2B contact data, featuring over 200M+ verified records of decision-makers, from CEOs to managers, across all industries. Powered by AI and refreshed bi-weekly, this dataset ensures you have access to the freshest, most accurate contact details available for effective outreach and engagement.

Key Features & Stats:

200M+ Decision-Makers: Includes C-level executives, VPs, Directors, and Managers.

95% Accuracy: Email & Phone numbers verified for maximum deliverability.

Bi-Weekly Updates: Never waste time on outdated leads with our frequent data refreshes.

50+ Data Points: Comprehensive firmographic, technographic, and contact details.

Core Fields:

Direct Work Emails & Personal Emails for effective outreach.

Mobile Phone Numbers for cold calls and SMS campaigns.

Full Name, Job Title, Seniority for better personalization.

Company Insights: Size, Revenue, Funding data, Industry, and Tech Stack for a complete profile.

Location: HQ and regional offices to target local, national, or international markets.

Top Use Cases:

Cold Email & Calling Campaigns: Target the right people with accurate contact data.

CRM & Marketing Automation Enrichment: Enhance your CRM with enriched data for better lead management.

ABM & Sales Intelligence: Target the right decision-makers and personalize your approach.

Recruiting & Talent Mapping: Access CEO and senior leadership data for executive search.

Instant Delivery Options:

JSON – Bulk downloads via S3 for easy integration.

REST API – Real-time integration for seamless workflow automation.

CRM Sync – Direct integration with your CRM for streamlined lead management.

Enterprise-Grade Quality:

SOC 2 Compliant: Ensuring the highest standards of security and data privacy.

GDPR/CCPA Ready: Fully compliant with global data protection regulations.

Triple-Verification Process: Ensuring the accuracy and deliverability of every record.

Suppression List Management: Eliminate irrelevant or non-opt-in contacts from your outreach.

US Business Contacts | B2B Email Database | Sales Leads | CRM Enrichment | Verified Phone Numbers | ABM Data | CEO Contact Data | US B2B Leads | US prospects data

➡️ DOCS With just the School LinkedIn Profile URL, you can get the list of the students in a school, including their LinkedIn profile URL, which then you can use our People Profile API to enrich all profiles with structured data Check out our API Docs at ➡ nubela.co/proxycurl/docs

➡️ PRICING MODEL Get the data using our API at just $0.01/credit, with each successful request using up only 1 credit. If you need more advanced data points, use more credits for each API request.

➡️ COVERAGE Our Student Listing API covers profiles globally.

➡️ FRESHNESS 88% of our data is fetched in real time, and the API takes 2-3 seconds to complete. If freshness is not a priority, you can choose cached results, which returns immediately.

➡️ LEGAL COMPLIANCE All our data and procedures are in place that meet major legal compliance requirements such as GDPR, CCPA. We help you be compliant too.

Our Location Intelligence Data connects people's movements to over 14M physical locations globally. These are aggregated and anonymized data that are only used to offer context for the volume and patterns of visits to certain locations. This data feed is compiled from different data sources around the world.

Location Intelligence Data Reach: Location Intelligence data brings the POI/Place/OOH level insights calculated based on Factori’s Mobility & People Graph data aggregated from multiple data sources globally. To achieve the desired foot-traffic attribution, specific attributes are combined to bring forward the desired reach data. For instance, to calculate the foot traffic for a specific location, a combination of location ID, day of the week, and part of the day can be combined to give specific location intelligence data. There can be a maximum of 40 data records possible for one POI based on the combination of these attributes.

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

Use Case:

Consumer Insights Gain a complete 360-degree view of the customer to detect behavioral changes, assess patterns, and forecast business effects.

Data Enrichment Leverage O2O consumer profiles to build holistic audience segments to improve campaign targeting using user data enrichment.

Sales Forecasting Analyze consumer behavior to predict sales and monitor performance of investments

Retail Analytics Analyze footfall trends in various locations and gain understanding of customer personas.

Geofencing: Geofencing involves creating virtual boundaries around physical locations, enabling businesses to trigger actions when users enter or exit these areas

Geo-Targeted Advertising: Utilizing location-based insights, businesses can deliver highly personalized advertisements to consumers based on their proximity to relevant POIs.

Marketing Campaign Strategy: Analyzing visitor demographics and behavior patterns around POIs, businesses can tailor their marketing strategies to effectively reach their target audience.

Site Selection: By assessing the proximity to relevant POIs such as competitors, customer demographics, and economic indicators, organizations can make informed decisions about opening new locations.

OOH/DOOH Campaign Planning: Identify high-traffic locations and understand consumer behavior in specific areas, to execute targeted advertising strategies effectively.

Data Attributes Included: Anonymous id poi_id name description category category_id full_address address city state zip country_code phone url domain rating price_level rating_distribution is_claimed photo_url attributes brand_name brand_id status total_photos popular_times places_topics people_also_search work_hours local_business_links contact_info reviews count naics_code naics_code_description sic_code sic_code_description shape_type shape_polugon geometry_location_type geometry_viewport_northeast_lat geometry_viewport_northeast_lng geometry_viewport_southwest_lat geometry_viewport_southwest_lng geometry_location_lat geometry_location_lng calculated_geo_hash_8 building_id building_name building_type id_type gender age carrier make model os os_version home_country home_geohash work_geohash affluence brands_visited places_categories geo_behaviour interests device_age device_price travelled_countries

This data product is part of Permission’s data-as-a-service offering, designed to give businesses access to fully consented, high-quality datasets sourced directly from our user community. Every data point is gathered with clear opt-in through our platform and tools, ensuring accuracy, compliance, and transparency at every step.

Description

Permission’s data-as-a-service model enables organizations to access reliable, opted-in datasets tailored to their needs. All information is collected through explicit user consent using one of three pathways:

Direct opt-in to share specific data signals.

Custom surveys that gather structured responses across targeted groups.

Aggregated behavioral data contributed by users who opt in to share their activity globally.

This flexible data pipeline allows us to source everything from narrow, domain-specific signals to broad behavioral trends, depending on your use case. Each dataset is authenticated through Permission’s consent infrastructure, giving you confidence that the data is permissioned, privacy-compliant, and ready for responsible use.

Our platform enables rapid configuration of new data collection workflows, scalable distribution to diverse audiences, and clear consent receipts for every participating user. Whether you need insights for modeling, enrichment, product development, or AI training, this listing delivers clean, opted-in data from real users who understand and approve how their information will be used.

This dataset contains anonymized survey responses collected from verified users of the Permission Agent, a consent-based AI platform that rewards people for sharing zero-party data. Each response is provided by a real person, under explicit opt-in conditions, and recorded in compliance with global privacy standards (GDPR and CCPA).

The surveys span multiple topics—brand awareness, purchase intent, entertainment habits, lifestyle choices, and emerging trends—making the dataset an ideal foundation for behavioral research and AI model training. Every record is verified, human-generated, and context-rich, allowing analysts to extract authentic consumer insights.

Key Features

100% user-consented survey data Global respondent coverage with demographic context Rich qualitative and quantitative responses Transparent provenance and reward-backed authenticity Regularly refreshed to ensure current market sentiment

Use Cases

Consumer sentiment and market research AI and ML model training for behavioral prediction Audience segmentation and product testing Enrichment for customer data and analytics systems

Format and Access Data is available in CSV or JSON formats and can be integrated via secure API. Buyers can request one-time datasets or ongoing refreshes tied to new survey campaigns.

Privacy and Compliance All respondents participate voluntarily and are rewarded with ASK tokens for their contribution. Each record is anonymized and compliant with data protection frameworks. Permission maintains verifiable consent logs, ensuring transparent provenance and ethical sourcing.

This dataset is ideal for enterprises, research institutions, and AI developers seeking clean, verified, human-labeled survey data with full transparency and consent.

The Swarm helps you target the US market with precision. Whether you’re building outbound sales campaigns, enriching CRM systems, or sourcing US-based talent, our data ensures you connect with the right people and companies at the right time.

✅ What You Get: 150M+ US Employee Profiles Across 6M+ Companies Verified US Work Emails and Firmographic Data Real-Time Updates & CRM-Ready Formats Compliant with US Privacy Regulations

📈 Use Cases: US Sales & Lead Generation Domestic Marketing Campaigns US-Based Talent Sourcing CRM & Account Data Enrichment

🚀 Why Teams Choose The Swarm: Best Price Guarantee Unmatched US Market Coverage Clean, Accurate Data