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Generate People Pairs Scraper API

XCrawl's Generate People Pairs Scraper API empowers developers with a powerful people crawler and people search API to extract user profiles, bios, connections, and engagement data seamlessly. Overcome parsing complexities, IP blocks, and rate limits while receiving clean JSON outputs for rapid integration into your applications.

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What Can You Build With Generate People Pairs Scraper API Scraper?

Build lead generation tools using people search API for targeted outreach from user profiles and bios. Create network analysis platforms with people crawler insights into pairs, connections, and engagement metrics. Develop competitive intelligence systems tracking comments, search rankings, and media from people data sources.

XCrawl

Real-time People Data

Access fresh user profiles and bios via our people search API, delivering JSON datasets instantly for Python or Node.js apps without delays.

XCrawl

Scalable Crawling

Handle millions of people crawler requests with async support, rotating proxies, and high-throughput endpoints for enterprise-scale operations.

XCrawl

Structured JSON Output

Get parsed data fields like engagement metrics and comments in consistent JSON format, ready for database ingestion or real-time analytics.

XCrawl

Anti-Detection Tech

Bypass CAPTCHAs and blocks using advanced fingerprinting, ensuring reliable people crawler performance across dynamic platforms.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Generate People Pairs Scraper API Scrapers

Access the most commonly used Generate People Pairs Scraper API data types — fully structured, consistently formatted, and production-ready.

People Search API

Query and extract search results for people by keywords, rankings, and pairs using dedicated endpoints.

Scraping method:
  • search_query
  • ranking_position
  • user_id
  • profile_url
  • pair_matches
  • relevance_score
  • snippet

People Crawler

Crawl comprehensive user profiles and bios from targeted people networks and directories.

Scraping method:
  • full_name
  • bio_text
  • location
  • job_title
  • profile_image
  • connections_count
  • pairs_list

User Profiles Scraper

Fetch detailed individual profiles including pairs and associations via people crawler endpoints.

Scraping method:
  • user_id
  • username
  • email
  • phone
  • bio
  • followers
  • following

Engagement Metrics API

Retrieve likes, shares, and interaction data for people profiles and content.

Scraping method:
  • likes_count
  • shares
  • views
  • comments_count
  • engagement_rate
  • timestamp

Comments Scraper

Extract threaded comments and replies from people-related discussions and posts.

Scraping method:
  • comment_id
  • author
  • text
  • replies
  • timestamp
  • likes

Media URLs Extractor

Pull images, videos, and media links from user profiles and people pairs content.

Scraping method:
  • media_url
  • type
  • thumbnail
  • caption
  • user_id
  • post_id

Generate People Pairs Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via RESTful people search API endpoints with SDKs for seamless developer workflows.

  • XCrawl
    Python SDK
    Use async requests in Python to fire people crawler jobs and stream JSON responses effortlessly.
  • XCrawl
    Node.js Support
    Leverage Node.js clients for high-concurrency people search API calls with promise-based handling.
  • XCrawl
    Webhook Callbacks
    Receive real-time notifications on completed crawls for instant data processing pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual people crawler setup without writing code.

  • XCrawl
    Visual Query Builder
    Select fields and filters via drag-and-drop for people search API configurations.
  • XCrawl
    Automated Scheduling
    Set cron-based crawls for recurring people data extraction and updates.
  • XCrawl
    CSV/Excel Exports
    Download structured datasets directly for analysis in spreadsheets or BI tools.

Code examples

Retrieve Generate People Pairs Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Generate People Pairs Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

The people search API transformed our lead gen pipeline with accurate profiles and fast dataset delivery.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

People crawler endpoints are reliable; integrated easily in Python for real-time people pairs analysis.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Outstanding JSON structure from engagement metrics; scales perfectly for our analytics platform.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Bypasses blocks seamlessly—best people search API for building network mapping tools.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.9

Clean data fields from comments scraper; boosted our sentiment analysis accuracy overnight.

David Patel
David Patel
Backend Developer
★★★★★
5.0

People crawler delivers high-quality bios and media—exported to CSV in minutes.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Exceptional for people pairs extraction; easy integration and reliable uptime.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Fast scraping of user profiles via API—key to our CRM enrichment workflow.

Rachel Singh
Rachel Singh
Sales Ops Lead
★★★★★
4.9

Handles scale with proxies; people search API is now core to our stack.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Precise engagement metrics datasets; dashboard exports save hours weekly.

Nina Gupta
Nina Gupta
Business Intelligence
★★★★★
5.0

The people search API transformed our lead gen pipeline with accurate profiles and fast dataset delivery.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

People crawler endpoints are reliable; integrated easily in Python for real-time people pairs analysis.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Outstanding JSON structure from engagement metrics; scales perfectly for our analytics platform.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Bypasses blocks seamlessly—best people search API for building network mapping tools.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.9

Clean data fields from comments scraper; boosted our sentiment analysis accuracy overnight.

David Patel
David Patel
Backend Developer
★★★★★
5.0

People crawler delivers high-quality bios and media—exported to CSV in minutes.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Exceptional for people pairs extraction; easy integration and reliable uptime.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Fast scraping of user profiles via API—key to our CRM enrichment workflow.

Rachel Singh
Rachel Singh
Sales Ops Lead
★★★★★
4.9

Handles scale with proxies; people search API is now core to our stack.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Precise engagement metrics datasets; dashboard exports save hours weekly.

Nina Gupta
Nina Gupta
Business Intelligence
★★★★★
5.0

The people search API transformed our lead gen pipeline with accurate profiles and fast dataset delivery.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

People crawler endpoints are reliable; integrated easily in Python for real-time people pairs analysis.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Outstanding JSON structure from engagement metrics; scales perfectly for our analytics platform.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Bypasses blocks seamlessly—best people search API for building network mapping tools.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.9

Clean data fields from comments scraper; boosted our sentiment analysis accuracy overnight.

David Patel
David Patel
Backend Developer
★★★★★
5.0

People crawler delivers high-quality bios and media—exported to CSV in minutes.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Exceptional for people pairs extraction; easy integration and reliable uptime.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Fast scraping of user profiles via API—key to our CRM enrichment workflow.

Rachel Singh
Rachel Singh
Sales Ops Lead
★★★★★
4.9

Handles scale with proxies; people search API is now core to our stack.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Precise engagement metrics datasets; dashboard exports save hours weekly.

Nina Gupta
Nina Gupta
Business Intelligence
★★★★★
5.0

The people search API transformed our lead gen pipeline with accurate profiles and fast dataset delivery.

Alex Rivera
Alex Rivera
Data Engineer
★★★★★
4.9

People crawler endpoints are reliable; integrated easily in Python for real-time people pairs analysis.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Outstanding JSON structure from engagement metrics; scales perfectly for our analytics platform.

Mike Chen
Mike Chen
CTO
★★★★★
4.8

Bypasses blocks seamlessly—best people search API for building network mapping tools.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.9

Clean data fields from comments scraper; boosted our sentiment analysis accuracy overnight.

David Patel
David Patel
Backend Developer
★★★★★
5.0

People crawler delivers high-quality bios and media—exported to CSV in minutes.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Exceptional for people pairs extraction; easy integration and reliable uptime.

John Morales
John Morales
AI Researcher
★★★★★
5.0

Fast scraping of user profiles via API—key to our CRM enrichment workflow.

Rachel Singh
Rachel Singh
Sales Ops Lead
★★★★★
4.9

Handles scale with proxies; people search API is now core to our stack.

Tom Bradley
Tom Bradley
DevOps Engineer
★★★★★
5.0

Precise engagement metrics datasets; dashboard exports save hours weekly.

Nina Gupta
Nina Gupta
Business Intelligence
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Generate People Pairs Scraper API architecture work?
It uses distributed headless browsers with proxy pools to crawl public people data, parse it into JSON via endpoints, and deliver via REST API or webhooks.
What factors determine pricing for the people crawler?
Pricing scales by crawl volume, data fields requested, frequency of people search API calls, and premium features like real-time delivery.
What data coverage and limitations apply?
Comprehensive coverage of public user profiles, bios, search results, and metrics; excludes private/logged-in content or rate-limited sections.
Is the people search API legally compliant?
Designed for public data only, respecting robots.txt and terms; we recommend users verify compliance for their use cases.
What integration support is available?
SDKs for Python/Node.js, REST docs, dashboard, and Slack/email support for custom setups.

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