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Harvard Catalyst Profiles Scraper API

The Harvard Catalyst Profiles Scraper API is your ultimate profile scraper solution for extracting rich researcher data from Harvard Catalyst Profiles. Effortlessly retrieve user profiles, bios, publications, affiliations, and more in structured JSON, overcoming parsing complexities, rate limits, and IP blocks for reliable backend integration.

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What Can You Build With Harvard Catalyst Profiles Scraper API Scraper?

Build comprehensive researcher databases for academic networking platforms using our profile scraper. Conduct in-depth review analysis of publications and collaborations for grant tracking tools. Enable competitor tracking in research landscapes to monitor emerging trends and key influencers across Harvard Catalyst Profiles.

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Structured JSON Output

Get clean, parse-ready JSON datasets from profiles, bios, and publications, perfect for Python scripts or database ingestion without manual cleanup.

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Real-time Profile Scraping

Access up-to-date researcher data asynchronously, supporting high-volume queries for dynamic applications like talent scouting dashboards.

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Seamless API Integration

RESTful endpoints compatible with Node.js, Python, and cURL, enabling quick setup for profile scraper workflows in SaaS products.

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Proxy & Rate Limit Handling

Built-in rotation and throttling ensure uninterrupted scraping sessions, delivering accurate datasets even under heavy usage.

Trusted by Data-Driven Teams Worldwide

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

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Available Harvard Catalyst Profiles Scraper API Scrapers

Access the most commonly used Harvard Catalyst Profiles Scraper API data types — fully structured, consistently formatted, and production-ready.

profile scraper

Extracts complete researcher profiles including names, titles, and affiliations from Harvard Catalyst.

Scraping method:
  • full_name
  • primary_title
  • department
  • institution
  • research_interests
  • profile_id
  • last_updated

User profiles & bios

Pulls detailed bios, expertise areas, and professional summaries for individual researchers.

Scraping method:
  • bio_text
  • expertise_keywords
  • education_history
  • awards
  • contact_info
  • photo_url
  • summary

Search results

Retrieves ranked search results by keyword for profiles matching specific criteria.

Scraping method:
  • search_query
  • ranking_position
  • matching_profiles
  • relevance_score
  • snippet
  • total_results

Media URLs

Fetches images, videos, and media links associated with researcher profiles.

Scraping method:
  • profile_image
  • publication_thumbnails
  • video_embeds
  • media_count
  • high_res_urls

Comments & threaded replies

Captures discussion threads, comments, and replies on profiles or publications.

Scraping method:
  • comment_id
  • author_name
  • comment_text
  • reply_count
  • timestamp
  • parent_id

Engagement metrics

Delivers metrics like citations, collaborations, and profile views.

Scraping method:
  • citation_count
  • h_index
  • co_author_count
  • grant_funding
  • view_count
  • engagement_score

Harvard Catalyst Profiles Scraper API crawling methods

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API Scraping (For Developers)

Integrate via simple REST API calls for full control in developer workflows.

  • XCrawl
    Python SDK Ready
    Use our official Python client for async profile scraper requests and instant JSON parsing.
  • XCrawl
    Node.js Compatible
    Streamline Node.js apps with promise-based endpoints for scalable data extraction.
  • XCrawl
    Custom Parameters
    Fine-tune queries with filters, pagination, and rate controls for precise datasets.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual scraping without writing code.

  • XCrawl
    Visual Profile Selection
    Point-and-click to select profiles, bios, and fields for instant previews.
  • XCrawl
    Automated Scheduling
    Set recurring crawls for fresh data updates on autopilot.
  • XCrawl
    CSV/Excel Exports
    Download structured researcher datasets ready for analysis tools like Tableau.

Code examples

Retrieve Harvard Catalyst Profiles 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 Harvard Catalyst Profiles 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.

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CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

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Bulk data extraction

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

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Multiple delivery options

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

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Scheduled scraping

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

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Maintenance-free infrastructure

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

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Highly scalable

Easy to integrate with support for customization.

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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

This profile scraper transformed our researcher database—fast, accurate JSON datasets integrated perfectly with Python.

Dr. Elena Vasquez
Dr. Elena Vasquez
Data Scientist
★★★★★
4.9

Effortless Harvard Catalyst scraping for grant tracking. Dataset quality is unmatched, no more manual work.

Mark Thompson
Mark Thompson
CTO, BioTech Firm
★★★★★
5.0

Love the easy integration and real-time bios extraction. Saved our team weeks of scraping headaches.

Sarah Kim
Sarah Kim
Research Analyst
★★★★★
4.8

Precise engagement metrics and publications data. Profile scraper API is a game-changer for networking analysis.

Dr. Raj Patel
Dr. Raj Patel
Academic Lead
★★★★★
5.0

Scalable and reliable—handled massive profile pulls without issues. Highly recommend for SaaS builds.

Lisa Chen
Lisa Chen
Product Manager
★★★★★
4.9

Node.js integration was breeze. Clean JSON from complex profiles, with top-notch support.

James Rivera
James Rivera
Backend Developer
★★★★★
5.0

Accurate search results and bios for funding insights. Fast scraping exceeded expectations.

Dr. Olivia Grant
Dr. Olivia Grant
Grant Coordinator
★★★★★
4.7

Dashboard exports to CSV are perfect for quick analysis. Profile scraper delivers quality data.

Tom Blackwell
Tom Blackwell
Growth Hacker
★★★★★
5.0

Robust against blocks, great for training models on researcher profiles and metrics.

Anna Sokolov
Anna Sokolov
ML Engineer
★★★★★
4.9

Comprehensive media and comments data. This API boosted our collaboration tracking tool immensely.

David Lee
David Lee
VP Research
★★★★★
5.0

This profile scraper transformed our researcher database—fast, accurate JSON datasets integrated perfectly with Python.

Dr. Elena Vasquez
Dr. Elena Vasquez
Data Scientist
★★★★★
4.9

Effortless Harvard Catalyst scraping for grant tracking. Dataset quality is unmatched, no more manual work.

Mark Thompson
Mark Thompson
CTO, BioTech Firm
★★★★★
5.0

Love the easy integration and real-time bios extraction. Saved our team weeks of scraping headaches.

Sarah Kim
Sarah Kim
Research Analyst
★★★★★
4.8

Precise engagement metrics and publications data. Profile scraper API is a game-changer for networking analysis.

Dr. Raj Patel
Dr. Raj Patel
Academic Lead
★★★★★
5.0

Scalable and reliable—handled massive profile pulls without issues. Highly recommend for SaaS builds.

Lisa Chen
Lisa Chen
Product Manager
★★★★★
4.9

Node.js integration was breeze. Clean JSON from complex profiles, with top-notch support.

James Rivera
James Rivera
Backend Developer
★★★★★
5.0

Accurate search results and bios for funding insights. Fast scraping exceeded expectations.

Dr. Olivia Grant
Dr. Olivia Grant
Grant Coordinator
★★★★★
4.7

Dashboard exports to CSV are perfect for quick analysis. Profile scraper delivers quality data.

Tom Blackwell
Tom Blackwell
Growth Hacker
★★★★★
5.0

Robust against blocks, great for training models on researcher profiles and metrics.

Anna Sokolov
Anna Sokolov
ML Engineer
★★★★★
4.9

Comprehensive media and comments data. This API boosted our collaboration tracking tool immensely.

David Lee
David Lee
VP Research
★★★★★
5.0

This profile scraper transformed our researcher database—fast, accurate JSON datasets integrated perfectly with Python.

Dr. Elena Vasquez
Dr. Elena Vasquez
Data Scientist
★★★★★
4.9

Effortless Harvard Catalyst scraping for grant tracking. Dataset quality is unmatched, no more manual work.

Mark Thompson
Mark Thompson
CTO, BioTech Firm
★★★★★
5.0

Love the easy integration and real-time bios extraction. Saved our team weeks of scraping headaches.

Sarah Kim
Sarah Kim
Research Analyst
★★★★★
4.8

Precise engagement metrics and publications data. Profile scraper API is a game-changer for networking analysis.

Dr. Raj Patel
Dr. Raj Patel
Academic Lead
★★★★★
5.0

Scalable and reliable—handled massive profile pulls without issues. Highly recommend for SaaS builds.

Lisa Chen
Lisa Chen
Product Manager
★★★★★
4.9

Node.js integration was breeze. Clean JSON from complex profiles, with top-notch support.

James Rivera
James Rivera
Backend Developer
★★★★★
5.0

Accurate search results and bios for funding insights. Fast scraping exceeded expectations.

Dr. Olivia Grant
Dr. Olivia Grant
Grant Coordinator
★★★★★
4.7

Dashboard exports to CSV are perfect for quick analysis. Profile scraper delivers quality data.

Tom Blackwell
Tom Blackwell
Growth Hacker
★★★★★
5.0

Robust against blocks, great for training models on researcher profiles and metrics.

Anna Sokolov
Anna Sokolov
ML Engineer
★★★★★
4.9

Comprehensive media and comments data. This API boosted our collaboration tracking tool immensely.

David Lee
David Lee
VP Research
★★★★★
5.0

This profile scraper transformed our researcher database—fast, accurate JSON datasets integrated perfectly with Python.

Dr. Elena Vasquez
Dr. Elena Vasquez
Data Scientist
★★★★★
4.9

Effortless Harvard Catalyst scraping for grant tracking. Dataset quality is unmatched, no more manual work.

Mark Thompson
Mark Thompson
CTO, BioTech Firm
★★★★★
5.0

Love the easy integration and real-time bios extraction. Saved our team weeks of scraping headaches.

Sarah Kim
Sarah Kim
Research Analyst
★★★★★
4.8

Precise engagement metrics and publications data. Profile scraper API is a game-changer for networking analysis.

Dr. Raj Patel
Dr. Raj Patel
Academic Lead
★★★★★
5.0

Scalable and reliable—handled massive profile pulls without issues. Highly recommend for SaaS builds.

Lisa Chen
Lisa Chen
Product Manager
★★★★★
4.9

Node.js integration was breeze. Clean JSON from complex profiles, with top-notch support.

James Rivera
James Rivera
Backend Developer
★★★★★
5.0

Accurate search results and bios for funding insights. Fast scraping exceeded expectations.

Dr. Olivia Grant
Dr. Olivia Grant
Grant Coordinator
★★★★★
4.7

Dashboard exports to CSV are perfect for quick analysis. Profile scraper delivers quality data.

Tom Blackwell
Tom Blackwell
Growth Hacker
★★★★★
5.0

Robust against blocks, great for training models on researcher profiles and metrics.

Anna Sokolov
Anna Sokolov
ML Engineer
★★★★★
4.9

Comprehensive media and comments data. This API boosted our collaboration tracking tool immensely.

David Lee
David Lee
VP Research
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Harvard Catalyst Profiles Scraper API architecture work?
Our cloud-based scraper uses distributed browsers with proxy rotation to fetch and parse public profile data into structured JSON via REST endpoints.
What factors determine the pricing model?
Pricing scales with data volume (profiles scraped), request frequency, and premium features like async processing or custom fields.
What data coverage and limitations should I expect?
Full coverage of public profiles, bios, publications, and metrics; excludes private or login-walled content with 99% uptime.
Is the scraping legally compliant?
We focus exclusively on publicly available data from Harvard Catalyst Profiles, respecting robots.txt and terms for ethical use.
What integration support is available?
SDKs for Python/Node.js, comprehensive docs, API playground, and Slack support for custom profile scraper setups.

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