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scholar Scraper API

XCrawl's Scholar Scraper API empowers backend developers with a robust scholar API to extract academic data from Google Scholar effortlessly. Bypass rate limits, IP blocks, and complex parsing challenges while receiving clean JSON responses for papers, authors, citations, and search results via simple scholar python integrations.

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What Can You Build With scholar Scraper API Scraper?

Build powerful citation analysis tools to track academic impact, automate literature reviews for research workflows, and create scholar python dashboards for monitoring publication trends and author metrics with precise, real-time data extraction.

XCrawl

Structured JSON Output

Receive clean, parseable JSON from scholar API endpoints, perfect for scholar python scripts and seamless data pipeline integration without manual parsing hassles.

XCrawl

Rate Limit Evasion

Advanced proxy rotation and anti-detection ensure uninterrupted scholar python scraping, handling high-volume requests for large-scale academic datasets.

XCrawl

Real-Time Data Access

Fetch live scholar API data on papers and citations instantly, enabling dynamic applications like real-time bibliometric analysis tools.

XCrawl

Async Python Support

Leverage async endpoints in scholar python for scalable, high-performance scraping, processing thousands of academic records efficiently.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available scholar Scraper API Scrapers

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

Scholar API Search Results

Query Google Scholar for papers matching keywords, returning ranked results with snippets and links.

Scraping method:
  • query
  • total_results
  • title
  • authors
  • year
  • snippet
  • pdf_url
  • cited_by

Scholar Python Paper Details

Extract full details for specific papers including abstracts, venues, and citation counts via scholar python.

Scraping method:
  • paper_id
  • title
  • authors
  • abstract
  • venue
  • year
  • citations
  • pdf_url

Scholar Author Profiles

Scrape author bios, affiliations, h-index, and publication lists from Scholar profiles.

Scraping method:
  • author_id
  • name
  • affiliation
  • h_index
  • i10_index
  • total_citations
  • photo_url

Scholar Citation Metrics

Retrieve detailed citation data and metrics for papers and authors.

Scraping method:
  • paper_id
  • total_citations
  • cited_by_count
  • h_index
  • g_index
  • recent_citations

Scholar Related Papers

Get lists of related articles and recommendations based on a seed paper.

Scraping method:
  • seed_paper_id
  • related_title
  • related_authors
  • related_year
  • related_link
  • score

Scholar API Engagement Metrics

Pull publication counts, co-authors, and engagement stats for comprehensive analysis.

Scraping method:
  • author_id
  • publications_count
  • co_authors
  • citations_yearly
  • interests
  • verified

scholar Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful scholar API directly into your scholar python or Node.js applications for programmatic access.

  • XCrawl
    Python SDK Ready
    Use pre-built scholar python client for async requests, handling authentication and retries automatically.
  • XCrawl
    JSON Webhooks
    Stream real-time scholar API data to your backend via customizable webhooks for event-driven architectures.
  • XCrawl
    Scalable Endpoints
    Support for bulk queries and pagination in scholar python, scaling to millions of academic records.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard to configure scholar scrapers without writing code, ideal for quick setups.

  • XCrawl
    Visual Query Builder
    Drag-and-drop interface to select Scholar data fields like papers and citations for instant previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scholar API pulls, ensuring fresh academic datasets daily.
  • XCrawl
    CSV/JSON Exports
    Download scraped scholar data in multiple formats for easy analysis in Excel or BI tools.

Code examples

Retrieve scholar 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 scholar 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 scholar API transformed our bibliometric research; fast scraping and perfect JSON made scholar python integration a breeze.

Dr. Emily Chen
Dr. Emily Chen
Data Scientist
★★★★★
4.9

Accurate citation datasets from this scholar scraper saved weeks of manual work—highly recommend for lit reviews.

Prof. Raj Patel
Prof. Raj Patel
Academic Researcher
★★★★★
5.0

Seamless scholar python SDK; scraped thousands of author profiles without a single block.

Alex Rivera
Alex Rivera
Backend Developer
★★★★★
4.8

Real-time scholar API data powers our recommendation engine—dataset quality is outstanding.

Sarah Kim
Sarah Kim
AI Product Manager
★★★★★
5.0

Effortless paper details extraction; the engagement metrics are spot-on for impact tracking.

Michael Torres
Michael Torres
Research Analyst
★★★★★
4.9

Bypassed all Scholar limits easily with their scholar python tools—production-ready reliability.

Laura Benson
Laura Benson
Software Engineer
★★★★★
5.0

Structured search results accelerated my thesis; best scholar scraper API out there.

David Wong
David Wong
PhD Candidate
★★★★★
4.7

Quick setup for citation analysis dashboards using scholar API—scales beautifully.

Nina Gupta
Nina Gupta
Growth Hacker
★★★★★
5.0

Robust proxy handling in scholar python endpoints; no downtime in high-volume crawls.

Tom Hargrove
Tom Hargrove
DevOps Lead
★★★★★
4.9

Precise h-index and metrics data—elevated our academic analytics platform instantly.

Olivia Grant
Olivia Grant
Bibliometrician
★★★★★
5.0

The scholar API transformed our bibliometric research; fast scraping and perfect JSON made scholar python integration a breeze.

Dr. Emily Chen
Dr. Emily Chen
Data Scientist
★★★★★
4.9

Accurate citation datasets from this scholar scraper saved weeks of manual work—highly recommend for lit reviews.

Prof. Raj Patel
Prof. Raj Patel
Academic Researcher
★★★★★
5.0

Seamless scholar python SDK; scraped thousands of author profiles without a single block.

Alex Rivera
Alex Rivera
Backend Developer
★★★★★
4.8

Real-time scholar API data powers our recommendation engine—dataset quality is outstanding.

Sarah Kim
Sarah Kim
AI Product Manager
★★★★★
5.0

Effortless paper details extraction; the engagement metrics are spot-on for impact tracking.

Michael Torres
Michael Torres
Research Analyst
★★★★★
4.9

Bypassed all Scholar limits easily with their scholar python tools—production-ready reliability.

Laura Benson
Laura Benson
Software Engineer
★★★★★
5.0

Structured search results accelerated my thesis; best scholar scraper API out there.

David Wong
David Wong
PhD Candidate
★★★★★
4.7

Quick setup for citation analysis dashboards using scholar API—scales beautifully.

Nina Gupta
Nina Gupta
Growth Hacker
★★★★★
5.0

Robust proxy handling in scholar python endpoints; no downtime in high-volume crawls.

Tom Hargrove
Tom Hargrove
DevOps Lead
★★★★★
4.9

Precise h-index and metrics data—elevated our academic analytics platform instantly.

Olivia Grant
Olivia Grant
Bibliometrician
★★★★★
5.0

The scholar API transformed our bibliometric research; fast scraping and perfect JSON made scholar python integration a breeze.

Dr. Emily Chen
Dr. Emily Chen
Data Scientist
★★★★★
4.9

Accurate citation datasets from this scholar scraper saved weeks of manual work—highly recommend for lit reviews.

Prof. Raj Patel
Prof. Raj Patel
Academic Researcher
★★★★★
5.0

Seamless scholar python SDK; scraped thousands of author profiles without a single block.

Alex Rivera
Alex Rivera
Backend Developer
★★★★★
4.8

Real-time scholar API data powers our recommendation engine—dataset quality is outstanding.

Sarah Kim
Sarah Kim
AI Product Manager
★★★★★
5.0

Effortless paper details extraction; the engagement metrics are spot-on for impact tracking.

Michael Torres
Michael Torres
Research Analyst
★★★★★
4.9

Bypassed all Scholar limits easily with their scholar python tools—production-ready reliability.

Laura Benson
Laura Benson
Software Engineer
★★★★★
5.0

Structured search results accelerated my thesis; best scholar scraper API out there.

David Wong
David Wong
PhD Candidate
★★★★★
4.7

Quick setup for citation analysis dashboards using scholar API—scales beautifully.

Nina Gupta
Nina Gupta
Growth Hacker
★★★★★
5.0

Robust proxy handling in scholar python endpoints; no downtime in high-volume crawls.

Tom Hargrove
Tom Hargrove
DevOps Lead
★★★★★
4.9

Precise h-index and metrics data—elevated our academic analytics platform instantly.

Olivia Grant
Olivia Grant
Bibliometrician
★★★★★
5.0

The scholar API transformed our bibliometric research; fast scraping and perfect JSON made scholar python integration a breeze.

Dr. Emily Chen
Dr. Emily Chen
Data Scientist
★★★★★
4.9

Accurate citation datasets from this scholar scraper saved weeks of manual work—highly recommend for lit reviews.

Prof. Raj Patel
Prof. Raj Patel
Academic Researcher
★★★★★
5.0

Seamless scholar python SDK; scraped thousands of author profiles without a single block.

Alex Rivera
Alex Rivera
Backend Developer
★★★★★
4.8

Real-time scholar API data powers our recommendation engine—dataset quality is outstanding.

Sarah Kim
Sarah Kim
AI Product Manager
★★★★★
5.0

Effortless paper details extraction; the engagement metrics are spot-on for impact tracking.

Michael Torres
Michael Torres
Research Analyst
★★★★★
4.9

Bypassed all Scholar limits easily with their scholar python tools—production-ready reliability.

Laura Benson
Laura Benson
Software Engineer
★★★★★
5.0

Structured search results accelerated my thesis; best scholar scraper API out there.

David Wong
David Wong
PhD Candidate
★★★★★
4.7

Quick setup for citation analysis dashboards using scholar API—scales beautifully.

Nina Gupta
Nina Gupta
Growth Hacker
★★★★★
5.0

Robust proxy handling in scholar python endpoints; no downtime in high-volume crawls.

Tom Hargrove
Tom Hargrove
DevOps Lead
★★★★★
4.9

Precise h-index and metrics data—elevated our academic analytics platform instantly.

Olivia Grant
Olivia Grant
Bibliometrician
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 Scholar Scraper API architecture work?
Our cloud-based scholar API uses distributed crawlers with proxy rotation to fetch and parse Google Scholar pages into structured JSON, accessible via REST endpoints or scholar python SDK.
What factors determine pricing?
Pricing scales with request volume, data fields extracted, and crawl frequency; pay-per-successful-record with generous free tiers for testing scholar python integrations.
What Scholar data is covered and are there limitations?
Full coverage of public search results, paper details, author profiles, and citations; excludes private/paywalled content and respects Scholar's update cadence.
Is scraping Google Scholar legal and compliant?
We scrape only publicly available data in line with robots.txt and terms; always consult legal advice for your use case, focusing on non-commercial research.
What integration support is available?
Comprehensive docs, scholar python/Node.js SDKs, API playground, and Slack support for custom endpoints or scholar API troubleshooting.

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