APIs
People Enrichment
Enrich any person in
Enrich any person in
in the world
in the world
with
with
90+
90+
live
live
data
data
points
points
Build up‑to‑date candidate databases
Personalize outreach with rich context
Diligence founders with comprehensive data
Verify identity & intent
Build up‑to‑date candidate databases
Personalize outreach with rich context
Diligence founders with comprehensive data
Verify identity & intent
API Request Example
[
{
"name": "Abhilash Chowdhary",
"location": "San Francisco, California, United States",
"email": "abhilash.cho91@gmail.com,abhilash.cho91@gmail.com",
"title": "Co-Founder & CEO",
"last_updated": "2025-12-23T02:31:58.803339+00:00",
"headline": "Co-founder at Crustdata (YC F24) | Real-time B2B data for AI agents",
"summary": "Love building things. A software engineer with vast experience in shipping products spanning robotics, web technologies and quantitative finance.",
"num_of_connections": 4863,
"skills": [
"Machine Learning",
"Python",
"Deep Learning",
"Robotics",
"Algorithms",
"Data Structures",
"Java",
"Bayesian inference",
"C++",
"Distributed Systems",
"C",
"R",
"Matlab",
"MySQL",
"Information Retrieval",
"Eclipse",
"MapReduce",
"Scalability",
"Bayesian statistics",
"Hadoop",
"Perl",
"Shell Scripting",
"Objective-C",
"Computer Science",
"iOS development",
"Linux",
"Mobile Robotics",
"ROS",
"Django",
"Docker",
"Quantitative Finance",
"Predictive Modeling",
"Autonomous Vehicles",
"Airflow",
"Extract",
"Transform",
"Load (ETL)",
"Celery",
"Software Development",
"SQL",
"Artificial Intelligence",
"PostgreSQL"
],
"profile_picture_permalink": "https://crustdata-media.s3.us-east-2.amazonaws.com/person/4e7d4cc0ba478726bba0491db35851137cefa9bf9f03f86ac75e393c1de0ada4.jpg",
"twitter_handle": null,
"languages": [
"English",
"Hindi"
],
"all_employers": [
"Adobe",
"Crustdata",
"Postmates Inc.",
"RobotWits",
"Serve Robotics",
"ThinkNum",
"Uber",
"Virginia Tech",
"Yahoo"
],
"past_employers": [
{
"employer_name": "Yahoo",
"employer_company_website_domain": ["yahooinc.com"],
"employer_company_id": [1048808],
"employee_position_id": 320037699,
"employee_title": "Software Engineer",
"employee_description": "Developed Yahoo!'s content acquisition platform. The data seen on most of the Yahoo! verticals is acquired through this platform.",
"employee_location": "Bengaluru Area, India",
"start_date": "2012-07-01T00:00:00+00:00",
"end_date": "2014-03-01T00:00:00+00:00",
"domains": ["yahooinc.com"]
},
{
"employer_name": "Adobe",
"employer_company_website_domain": ["adobe.com"],
"employer_company_id": [681181],
"employee_position_id": 537579264,
"employee_title": "Senior Member of Technical Staff",
"employee_description": "Led the development of the first version of iOS app for Adobe's new learning management system, Captivate Prime.",
"employee_location": "Bengaluru Area, India",
"start_date": "2014-03-01T00:00:00+00:00",
"end_date": "2015-07-01T00:00:00+00:00",
"domains": ["adobe.com"]
},
{
"employer_name": "RobotWits",
"employer_company_website_domain": ["robotwits.com"],
"employer_company_id": [4125622],
"employee_position_id": 1208166591,
"employee_title": "Robotics Researcher",
"employee_description": "Motion planning and decision making for self-driving vehicles",
"employee_location": "Greater Pittsburgh Area",
"start_date": "2018-01-01T00:00:00+00:00",
"end_date": "2018-12-01T00:00:00+00:00",
"domains": ["robotwits.com"]
}
],
"current_employers": [
{
"employer_name": "Crustdata",
"employer_company_website_domain": ["crustdata.com"],
"employer_company_id": [6036032],
"employee_position_id": 2474871762,
"employee_title": "Co-Founder & CEO",
"employee_description": "Realtime B2B data for AI agents. Fresh, fast, complete and accurate data to help you build the best AI agent in sales, recruitment and investment.",
"start_date": "2024-01-01T00:00:00+00:00",
"end_date": null,
"domains": ["crustdata.com"]
}
],
"education_background": [
{
"degree_name": "Bachelor of Technology (B.Tech.)",
"institute_name": "IIIT Hyderabad",
"field_of_study": "Computer Science"
},
{
"degree_name": "F24 Batch",
"institute_name": "Y Combinator"
},
{
"degree_name": "Master’s Degree",
"institute_name": "Virginia Polytechnic Institute and State University",
"field_of_study": "Computer Engineering, Robotics"
}
],
"all_employers_company_id": [
1048808,
681181,
4125622,
1459880,
5714,
632500,
904384,
628895,
6036032
],
"all_titles": [
"Backend Engineer",
"Co-Founder & CEO",
"Engineering Manager, Motion Planning and Controls",
"Graduate Research Assistant",
"Product",
"Robotics Engineer",
"Robotics Lead, Motion Planning and Controls",
"Robotics Researcher",
"Senior Member of Technical Staff",
"Senior Robotics Researcher",
"Software Engineer"
],
"all_schools": [
"IIIT Hyderabad",
"Virginia Polytechnic Institute and State University",
"Y Combinator"
],
"all_degrees": [
"Bachelor of Technology (B.Tech.)",
"F24 Batch",
"Master’s Degree"
],
"person_id": 1068035,
"enriched_realtime": false
}
]
API Request Example
[
{
"name": "Abhilash Chowdhary",
"location": "San Francisco, California, United States",
"email": "abhilash.cho91@gmail.com,abhilash.cho91@gmail.com",
"title": "Co-Founder & CEO",
"last_updated": "2025-12-23T02:31:58.803339+00:00",
"headline": "Co-founder at Crustdata (YC F24) | Real-time B2B data for AI agents",
"summary": "Love building things. A software engineer with vast experience in shipping products spanning robotics, web technologies and quantitative finance.",
"num_of_connections": 4863,
"skills": [
"Machine Learning",
"Python",
"Deep Learning",
"Robotics",
"Algorithms",
"Data Structures",
"Java",
"Bayesian inference",
"C++",
"Distributed Systems",
"C",
"R",
"Matlab",
"MySQL",
"Information Retrieval",
"Eclipse",
"MapReduce",
"Scalability",
"Bayesian statistics",
"Hadoop",
"Perl",
"Shell Scripting",
"Objective-C",
"Computer Science",
"iOS development",
"Linux",
"Mobile Robotics",
"ROS",
"Django",
"Docker",
"Quantitative Finance",
"Predictive Modeling",
"Autonomous Vehicles",
"Airflow",
"Extract",
"Transform",
"Load (ETL)",
"Celery",
"Software Development",
"SQL",
"Artificial Intelligence",
"PostgreSQL"
],
"profile_picture_permalink": "https://crustdata-media.s3.us-east-2.amazonaws.com/person/4e7d4cc0ba478726bba0491db35851137cefa9bf9f03f86ac75e393c1de0ada4.jpg",
"twitter_handle": null,
"languages": [
"English",
"Hindi"
],
"all_employers": [
"Adobe",
"Crustdata",
"Postmates Inc.",
"RobotWits",
"Serve Robotics",
"ThinkNum",
"Uber",
"Virginia Tech",
"Yahoo"
],
"past_employers": [
{
"employer_name": "Yahoo",
"employer_company_website_domain": ["yahooinc.com"],
"employer_company_id": [1048808],
"employee_position_id": 320037699,
"employee_title": "Software Engineer",
"employee_description": "Developed Yahoo!'s content acquisition platform. The data seen on most of the Yahoo! verticals is acquired through this platform.",
"employee_location": "Bengaluru Area, India",
"start_date": "2012-07-01T00:00:00+00:00",
"end_date": "2014-03-01T00:00:00+00:00",
"domains": ["yahooinc.com"]
},
{
"employer_name": "Adobe",
"employer_company_website_domain": ["adobe.com"],
"employer_company_id": [681181],
"employee_position_id": 537579264,
"employee_title": "Senior Member of Technical Staff",
"employee_description": "Led the development of the first version of iOS app for Adobe's new learning management system, Captivate Prime.",
"employee_location": "Bengaluru Area, India",
"start_date": "2014-03-01T00:00:00+00:00",
"end_date": "2015-07-01T00:00:00+00:00",
"domains": ["adobe.com"]
},
{
"employer_name": "RobotWits",
"employer_company_website_domain": ["robotwits.com"],
"employer_company_id": [4125622],
"employee_position_id": 1208166591,
"employee_title": "Robotics Researcher",
"employee_description": "Motion planning and decision making for self-driving vehicles",
"employee_location": "Greater Pittsburgh Area",
"start_date": "2018-01-01T00:00:00+00:00",
"end_date": "2018-12-01T00:00:00+00:00",
"domains": ["robotwits.com"]
}
],
"current_employers": [
{
"employer_name": "Crustdata",
"employer_company_website_domain": ["crustdata.com"],
"employer_company_id": [6036032],
"employee_position_id": 2474871762,
"employee_title": "Co-Founder & CEO",
"employee_description": "Realtime B2B data for AI agents. Fresh, fast, complete and accurate data to help you build the best AI agent in sales, recruitment and investment.",
"start_date": "2024-01-01T00:00:00+00:00",
"end_date": null,
"domains": ["crustdata.com"]
}
],
"education_background": [
{
"degree_name": "Bachelor of Technology (B.Tech.)",
"institute_name": "IIIT Hyderabad",
"field_of_study": "Computer Science"
},
{
"degree_name": "F24 Batch",
"institute_name": "Y Combinator"
},
{
"degree_name": "Master’s Degree",
"institute_name": "Virginia Polytechnic Institute and State University",
"field_of_study": "Computer Engineering, Robotics"
}
],
"all_employers_company_id": [
1048808,
681181,
4125622,
1459880,
5714,
632500,
904384,
628895,
6036032
],
"all_titles": [
"Backend Engineer",
"Co-Founder & CEO",
"Engineering Manager, Motion Planning and Controls",
"Graduate Research Assistant",
"Product",
"Robotics Engineer",
"Robotics Lead, Motion Planning and Controls",
"Robotics Researcher",
"Senior Member of Technical Staff",
"Senior Robotics Researcher",
"Software Engineer"
],
"all_schools": [
"IIIT Hyderabad",
"Virginia Polytechnic Institute and State University",
"Y Combinator"
],
"all_degrees": [
"Bachelor of Technology (B.Tech.)",
"F24 Batch",
"Master’s Degree"
],
"person_id": 1068035,
"enriched_realtime": false
}
]
Real‑time, comprehensive people profile API for AI agents and SaaS tools
Real‑time, comprehensive people profile API for AI agents and SaaS tools
Startup XYZ
Sept 2021 - Nov 2025
Product Manager
TechCorp Inc
Dec 2025 - Present
Senior Product Manager
Last updated: 1 day ago
Avoid outdated
outreach
Always see current job titles and
companies with live enrichment.
Reach out with
full person context
Make confident hiring and sales outreach decisions
with complete, verified career timelines and skills.
Email data you can trust
Get real-time email enrichment and validation
so your outreach is not wasted.
APIs built
for automation
High-throughput, low-latency APIs built for
AI agents and SaaS products.
LLM-friendly
documentation
Import our LLM-friendly docs to generate
ready-to-use API calls (curl, Python, JS).
Startup XYZ
Startup XYZ
Sept 2021 - Nov 2025
Sept 2021 - Nov 2025
Product Manager
Product Manager
Current
Current
TechCorp Inc
TechCorp Inc
Dec 2025 - Present
Dec 2025 - Present
Senior Product Manager
Senior Product Manager
Last updated: 1 day ago
Last updated: 1 day ago
Avoid outdated
outreach
Avoid outdated outreach
Always see current job titles and
companies with live enrichment.
Always see current job titles and
companies with live enrichment.
Senior Product Manager
Senior Product Manager
Dec 2025 - Present
Dec 2025 - Present
Leading product strategy for AI-powered analytics platform. Launched 3 major features that increased user engagement by 45%.
Leading product strategy for AI-powered analytics platform. Launched 3 major features that increased user engagement by 45%.
SKILLS
SKILLS
Product Strategy
Product Strategy
Data Analytics
Data Analytics
User Research
User Research
Reach out with
full person context
Reach out with full person context
Make confident hiring and sales outreach decisions
with complete, verified career timelines and skills.
Make confident hiring and sales outreach decisions
with complete, verified career timelines and skills.
james.smith@innovatech.com
james.smith@innovatech.com
Verified
Verified
·
·
Current Company
Current Company
contact@innovativehub.com
contact@innovativehub.com
Verified
Verified
·
·
Current Company
Current Company
sarah.c@startupxyz.io
sarah.c@startupxyz.io
Verified
Verified
·
·
Current Company
Current Company
All emails validated in real-time
All emails validated in real-time
Email data you can trust
Email data you can trust
Get real-time email enrichment and validation
so your outreach is not wasted.
Get real-time email enrichment and validation
so your outreach is not wasted.
High throughput
High throughput
Realtime
Realtime
Low Latency
Low Latency
Built for AI Agents & SaaS Platforms
Built for AI Agents & SaaS Platforms
APIs built
for automation
APIs built for automation
High-throughput, low-latency APIs built for
AI agents and SaaS products.
High-throughput, low-latency APIs built for
AI agents and SaaS products.
curl --location \
'https://api.crustdata.com/screener/person/enrich' \
--header 'Authorization: Token $auth' \
--header 'Accept: application/json' \
--header 'Content-Type: application/json' \
--data '{
"fields": [
"name", "location", "email",
"title", "last_updated",
"headline", "summary",
"skills", "all_employers",
"education_background"
],
"profile_url": "https://profile.example.com/..."
}'
curl --location \
'https://api.crustdata.com/screener/person/enrich' \
--header 'Authorization: Token $auth' \
--header 'Accept: application/json' \
--header 'Content-Type: application/json' \
--data '{
"fields": [
"name", "location", "email",
"title", "last_updated",
"headline", "summary",
"skills", "all_employers",
"education_background"
],
"profile_url": "https://profile.example.com/..."
}'
Enrich the following people with
their full profile data
Enrich the following people with
their full profile data
LLM-friendly
documentation
LLM-friendly documentation
Import our LLM-friendly docs to generate ready-to-use API calls (curl, Python, JS).
Import our LLM-friendly docs to generate ready-to-use API calls (curl, Python, JS).
Our Data Points
Our Data Points
Identity & Contact Info
Identity & Contact Info
Name
Social media URLs
Location
Job Title & Current Company
Professional Background
Professional Background
Current employment
Past employment
Job titles, descriptions,
timelines
Employer details
Academic Background
Academic Background
Universities
Degrees
Fields of Study
Durations
Content & Engagement Signals
Content & Engagement Signals
Content &
Engagement Signals
Posts
Engagement metrics
Reactor details
Two enrichment modes to suit your needs
Two enrichment modes to suit your needs
Choose cached enrichment for bulk workflows or real‑time enrichment when
data freshness matters most.
Choose cached enrichment for bulk workflows or real‑time enrichment when
data freshness matters most.
How customers use the
People Enrichment API
How customers use the
People Enrichment API
AI SDRs
AI SDRs
Enable AI SDRs to write ultra-personalized and timely outreach using full profile context.
Enable AI SDRs to write ultra-personalized and timely outreach using full profile context.
Enterprise sales teams
Enterprise sales teams
Maintain fresh CRM accounts so plays, renewals, and expansions use accurate data.
Maintain fresh CRM accounts so plays, renewals, and expansions use accurate data.
AI recruiters
AI recruiters
Help AI recruiters assess candidate fit and send timed, personalized candidate outreach.
Help AI recruiters assess candidate fit and send timed, personalized candidate outreach.
Recruiting platforms
Recruiting platforms
Bulk enrich databases to power smarter candidate search, ranking, and recommendations.
Bulk enrich databases to power smarter candidate search, ranking, and recommendations.
Marketing teams
Marketing teams
Enrich target personas with role and social context for precise, contact-level campaigns.
Enrich target personas with role and social context for precise, contact-level campaigns.
VC funds and AI Investment Agents
VC funds and AI Investment Agents
Enable investors to evaluate founder-market fit and get a comprehensive view of a founder’s background.
Enable investors to evaluate founder-market fit and get a comprehensive view of a founder’s background.
Get access to the
freshest people data
Book a demo
What is the People Enrichment API and how does it work?
The People Enrichment API enables you to submit a business email, LinkedIn URL, or name, and receive up to 90+ live datapoints about a person, including job history, education, skills, social links, social media activity and more. It supports both real-time and cache-based enrichment for flexible needs.
What 90+ data points can I get about a person?
Some of they key fields you can enrich include:
Identity & Contact Info: Name, business/work email, social profile URLs, location, current job title & company
Professional Background: Current employer & title, past positions, timelines, job descriptions, employer details
Academic Info: Universities attended, degrees obtained, fields of study, attendance durations
Content & Engagement Signals: Social posts, engagement metrics (e.g., reactions), reactor profiles/details
How fresh is Crustdata's people data (updated frequency)?
Crustdata has two sources for enrichment:
Real-time enrichment pulls data instantly from the web.
Cached database updates occur monthly
How comprehensive is your people data coverage?
Crustdata maintains a global database covering over 1 billion people profiles. Its realtime enrichment allows it to cover any person not already in the database.
Which people enrichment APIs integrate seamlessly with CRMs and internal tools?
Several APIs in the market offer CRM integration capabilities.
Crustdata (our solution):
- Developer-friendly REST API with comprehensive documentation
- Bulk CSV workflows for one-time or recurring mass record updates
- Real-time webhook support to push job changes, social activity, or enrichment events into your CRM or ATS
Other popular options include:
- People Data Labs (PDL): Offers basic enrichment and CSV uploads, but lacks robust webhook-based automation; integration with CRMs typically requires custom engineering.
- Coresignal: Provides enriched flat files and APIs, but is slower on refresh cycles and has limited automation support.
- ZoomInfo: Strong enterprise CRM integrations (especially Salesforce), but expensive and slower to implement; less flexible for engineering teams.
- Apollo: Easy to use and offers some native CRM plugins, but lacks real-time updates and deeper enrichment datapoints.
Key considerations when evaluating options:
- Real-time vs. batch processing: Does the API support instant updates (e.g., webhook triggers) or only periodic syncs?
- Data freshness and accuracy: How often are records updated, and how complete are they?
- Ease of implementation: Is the API well-documented, and can your team launch in days vs. weeks?
- Pricing structure: Are you paying per record, per call, or on a usage tier? Does it support high-volume enrichment cost-effectively?
How does Crustdata compare to others?
What is the difference between real-time enrichment and database enrichment?
View all (8 more)
What is the People Enrichment API and how does it work?
The People Enrichment API enables you to submit a business email, LinkedIn URL, or name, and receive up to 90+ live datapoints about a person, including job history, education, skills, social links, social media activity and more. It supports both real-time and cache-based enrichment for flexible needs.
What 90+ data points can I get about a person?
Some of they key fields you can enrich include:
Identity & Contact Info: Name, business/work email, social profile URLs, location, current job title & company
Professional Background: Current employer & title, past positions, timelines, job descriptions, employer details
Academic Info: Universities attended, degrees obtained, fields of study, attendance durations
Content & Engagement Signals: Social posts, engagement metrics (e.g., reactions), reactor profiles/details
How fresh is Crustdata's people data (updated frequency)?
Crustdata has two sources for enrichment:
Real-time enrichment pulls data instantly from the web.
Cached database updates occur monthly
How comprehensive is your people data coverage?
Crustdata maintains a global database covering over 1 billion people profiles. Its realtime enrichment allows it to cover any person not already in the database.
Which people enrichment APIs integrate seamlessly with CRMs and internal tools?
Several APIs in the market offer CRM integration capabilities.
Crustdata (our solution):
- Developer-friendly REST API with comprehensive documentation
- Bulk CSV workflows for one-time or recurring mass record updates
- Real-time webhook support to push job changes, social activity, or enrichment events into your CRM or ATS
Other popular options include:
- People Data Labs (PDL): Offers basic enrichment and CSV uploads, but lacks robust webhook-based automation; integration with CRMs typically requires custom engineering.
- Coresignal: Provides enriched flat files and APIs, but is slower on refresh cycles and has limited automation support.
- ZoomInfo: Strong enterprise CRM integrations (especially Salesforce), but expensive and slower to implement; less flexible for engineering teams.
- Apollo: Easy to use and offers some native CRM plugins, but lacks real-time updates and deeper enrichment datapoints.
Key considerations when evaluating options:
- Real-time vs. batch processing: Does the API support instant updates (e.g., webhook triggers) or only periodic syncs?
- Data freshness and accuracy: How often are records updated, and how complete are they?
- Ease of implementation: Is the API well-documented, and can your team launch in days vs. weeks?
- Pricing structure: Are you paying per record, per call, or on a usage tier? Does it support high-volume enrichment cost-effectively?
How does Crustdata compare to others?
What is the difference between real-time enrichment and database enrichment?
View all (8 more)
What is the People Enrichment API and how does it work?
The People Enrichment API enables you to submit a business email, LinkedIn URL, or name, and receive up to 90+ live datapoints about a person, including job history, education, skills, social links, social media activity and more. It supports both real-time and cache-based enrichment for flexible needs.
What 90+ data points can I get about a person?
Some of they key fields you can enrich include:
Identity & Contact Info: Name, business/work email, social profile URLs, location, current job title & company
Professional Background: Current employer & title, past positions, timelines, job descriptions, employer details
Academic Info: Universities attended, degrees obtained, fields of study, attendance durations
Content & Engagement Signals: Social posts, engagement metrics (e.g., reactions), reactor profiles/details
How fresh is Crustdata's people data (updated frequency)?
Crustdata has two sources for enrichment:
Real-time enrichment pulls data instantly from the web.
Cached database updates occur monthly
How comprehensive is your people data coverage?
Crustdata maintains a global database covering over 1 billion people profiles. Its realtime enrichment allows it to cover any person not already in the database.
Which people enrichment APIs integrate seamlessly with CRMs and internal tools?
Several APIs in the market offer CRM integration capabilities.
Crustdata (our solution):
- Developer-friendly REST API with comprehensive documentation
- Bulk CSV workflows for one-time or recurring mass record updates
- Real-time webhook support to push job changes, social activity, or enrichment events into your CRM or ATS
Other popular options include:
- People Data Labs (PDL): Offers basic enrichment and CSV uploads, but lacks robust webhook-based automation; integration with CRMs typically requires custom engineering.
- Coresignal: Provides enriched flat files and APIs, but is slower on refresh cycles and has limited automation support.
- ZoomInfo: Strong enterprise CRM integrations (especially Salesforce), but expensive and slower to implement; less flexible for engineering teams.
- Apollo: Easy to use and offers some native CRM plugins, but lacks real-time updates and deeper enrichment datapoints.
Key considerations when evaluating options:
- Real-time vs. batch processing: Does the API support instant updates (e.g., webhook triggers) or only periodic syncs?
- Data freshness and accuracy: How often are records updated, and how complete are they?
- Ease of implementation: Is the API well-documented, and can your team launch in days vs. weeks?
- Pricing structure: Are you paying per record, per call, or on a usage tier? Does it support high-volume enrichment cost-effectively?
How does Crustdata compare to others?
What is the difference between real-time enrichment and database enrichment?
View all (8 more)
Products
Popular Use Cases
Competitor Comparisons
95 Third Street, 2nd Floor, San Francisco,
California 94103, United States of America
© 2026 Crustdata Inc.
Products
Popular Use Cases
Competitor Comparisons
95 Third Street, 2nd Floor, San Francisco,
California 94103, United States of America
© 2025 CrustData Inc.
Products
Popular Use Cases
Competitor Comparisons
95 Third Street, 2nd Floor, San Francisco,
California 94103, United States of America
© 2026 Crustdata Inc.
LIVE
Crustdata now works inside Claude
Give Claude real-time people and company data with MCP.
Crustdata now works inside Claude
LIVE
Crustdata now works inside Claude
Give Claude real-time people and company data with MCP.