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Goodreads Reviews Scraper API

The Goodreads Reviews Scraper API is your ultimate review scraper for extracting rich book review data, user profiles, and ratings effortlessly. Designed for backend developers, it handles complex parsing challenges to deliver clean JSON datasets from Goodreads. Say goodbye to manual review scraping and IP blocks—power your apps with reliable scrape reviews functionality today.

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What Can You Build With Goodreads Reviews Scraper API Scraper?

Build sentiment analysis tools using scraped reviews data for book recommendations. Create competitive intelligence dashboards tracking review trends and ratings. Develop machine learning datasets from millions of Goodreads reviews for NLP models, enabling accurate review crawler insights and search reviews api integrations for deeper market analysis.

XCrawl

Structured JSON Output

Receive clean, parseable JSON with review text, ratings, and metadata—ideal for Python scripts and real-time dashboards without messy HTML scraping.

XCrawl

Scalable Review Extraction

Extract thousands of reviews per minute using async endpoints, perfect for large-scale dataset review building and web scraping reviews python projects.

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Anti-Detection Proxies

Rotate residential IPs to avoid bans, ensuring uninterrupted reviews scraping for long-running goodreads scraper tasks and high-volume data pulls.

XCrawl

Python & REST SDKs

Integrate seamlessly with Python, Node.js, or cURL for reviews api access, supporting web scraping software reviews and custom crawler reviews workflows.

Trusted by Data-Driven Teams Worldwide

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

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Available Goodreads Reviews Scraper API Scrapers

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

goodreads scraper

Comprehensive endpoint for scraping Goodreads book pages, reviews, and user activity.

Scraping method:
  • book_id
  • title
  • author
  • average_rating
  • review_count
  • user_reviews
  • shelves
  • publication_date

review scraper

Targeted scraper for individual book reviews including text and ratings.

Scraping method:
  • review_id
  • rating
  • review_text
  • reviewer_name
  • review_date
  • likes_count
  • read_status

scrape reviews

Bulk extract reviews from search results or specific books with pagination support.

Scraping method:
  • book_title
  • review_snippet
  • full_review
  • verified_review
  • user_bio
  • engagement_metrics
  • media_urls

reviews scraper

High-volume scraper for user-generated reviews and threaded comments.

Scraping method:
  • user_id
  • profile_url
  • review_body
  • star_rating
  • timestamp
  • reply_count
  • useful_votes

reviews api

RESTful API for querying reviews by keyword, book, or author.

Scraping method:
  • query_term
  • matching_books
  • top_reviews
  • sentiment_score
  • review_url
  • author_name

goodread api

Official-like API access to Goodreads data including lists and bestsellers.

Scraping method:
  • list_id
  • shelf_name
  • book_ranking
  • cover_image
  • isbn
  • description

Goodreads Reviews Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for full control in your backend code.

  • XCrawl
    Python SDK
    Use our web scraping reviews python library for async requests and easy review scraper integration.
  • XCrawl
    Custom Parameters
    Filter by keywords, dates, or ratings for precise dataset review extraction.
  • XCrawl
    Rate Limit Handling
    Built-in retries and backoff for scalable goodreads scraper operations.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for point-and-click scraping without writing code.

  • XCrawl
    Visual Selectors
    Point to reviews data on Goodreads pages for instant scraper setup.
  • XCrawl
    Automated Scheduling
    Run daily scrapes for fresh reviews scraping and trend monitoring.
  • XCrawl
    CSV/JSON Export
    Download clean datasets directly for analysis in Excel or BI tools.

Code examples

Retrieve Goodreads Reviews 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 Goodreads Reviews 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

This goodreads scraper transformed our book recommendation engine—dataset quality is outstanding for review analysis.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; fast scraping of reviews api endpoints saved us weeks of dev time.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Accurate review scraper delivers clean JSON every time—perfect for our sentiment tracking dashboard.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
4.8

Built massive datasets from scrape reviews; reliability and speed exceeded expectations.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

Reviews scraping has unlocked competitor insights—highly recommend this scraper api review winner.

Emma Walsh
Emma Walsh
Growth Hacker
★★★★★
4.9

Seamless website review scraper for Goodreads; no more manual extract reviews headaches.

David Kim
David Kim
Full-Stack Dev
★★★★★
5.0

Crawler reviews feature provides real-time data—game-changer for our reports.

Lisa Torres
Lisa Torres
BI Specialist
★★★★★
4.7

Robust scraper reviews tool with top-notch uptime and data reviews accuracy.

Ryan Foster
Ryan Foster
CTO
★★★★★
5.0

Love the search reviews api—quickly built a comprehensive Goodreads dataset.

Nina Gupta
Nina Gupta
Researcher
★★★★★
4.9

Scales effortlessly for bot reviews; integration was a breeze.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

This goodreads scraper transformed our book recommendation engine—dataset quality is outstanding for review analysis.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; fast scraping of reviews api endpoints saved us weeks of dev time.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Accurate review scraper delivers clean JSON every time—perfect for our sentiment tracking dashboard.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
4.8

Built massive datasets from scrape reviews; reliability and speed exceeded expectations.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

Reviews scraping has unlocked competitor insights—highly recommend this scraper api review winner.

Emma Walsh
Emma Walsh
Growth Hacker
★★★★★
4.9

Seamless website review scraper for Goodreads; no more manual extract reviews headaches.

David Kim
David Kim
Full-Stack Dev
★★★★★
5.0

Crawler reviews feature provides real-time data—game-changer for our reports.

Lisa Torres
Lisa Torres
BI Specialist
★★★★★
4.7

Robust scraper reviews tool with top-notch uptime and data reviews accuracy.

Ryan Foster
Ryan Foster
CTO
★★★★★
5.0

Love the search reviews api—quickly built a comprehensive Goodreads dataset.

Nina Gupta
Nina Gupta
Researcher
★★★★★
4.9

Scales effortlessly for bot reviews; integration was a breeze.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

This goodreads scraper transformed our book recommendation engine—dataset quality is outstanding for review analysis.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; fast scraping of reviews api endpoints saved us weeks of dev time.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Accurate review scraper delivers clean JSON every time—perfect for our sentiment tracking dashboard.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
4.8

Built massive datasets from scrape reviews; reliability and speed exceeded expectations.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

Reviews scraping has unlocked competitor insights—highly recommend this scraper api review winner.

Emma Walsh
Emma Walsh
Growth Hacker
★★★★★
4.9

Seamless website review scraper for Goodreads; no more manual extract reviews headaches.

David Kim
David Kim
Full-Stack Dev
★★★★★
5.0

Crawler reviews feature provides real-time data—game-changer for our reports.

Lisa Torres
Lisa Torres
BI Specialist
★★★★★
4.7

Robust scraper reviews tool with top-notch uptime and data reviews accuracy.

Ryan Foster
Ryan Foster
CTO
★★★★★
5.0

Love the search reviews api—quickly built a comprehensive Goodreads dataset.

Nina Gupta
Nina Gupta
Researcher
★★★★★
4.9

Scales effortlessly for bot reviews; integration was a breeze.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

This goodreads scraper transformed our book recommendation engine—dataset quality is outstanding for review analysis.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python; fast scraping of reviews api endpoints saved us weeks of dev time.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Accurate review scraper delivers clean JSON every time—perfect for our sentiment tracking dashboard.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
4.8

Built massive datasets from scrape reviews; reliability and speed exceeded expectations.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

Reviews scraping has unlocked competitor insights—highly recommend this scraper api review winner.

Emma Walsh
Emma Walsh
Growth Hacker
★★★★★
4.9

Seamless website review scraper for Goodreads; no more manual extract reviews headaches.

David Kim
David Kim
Full-Stack Dev
★★★★★
5.0

Crawler reviews feature provides real-time data—game-changer for our reports.

Lisa Torres
Lisa Torres
BI Specialist
★★★★★
4.7

Robust scraper reviews tool with top-notch uptime and data reviews accuracy.

Ryan Foster
Ryan Foster
CTO
★★★★★
5.0

Love the search reviews api—quickly built a comprehensive Goodreads dataset.

Nina Gupta
Nina Gupta
Researcher
★★★★★
4.9

Scales effortlessly for bot reviews; integration was a breeze.

Tom Harris
Tom Harris
DevOps Engineer
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Top-Rated by Users
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Leader
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Goodreads Reviews Scraper API work?
Send REST requests to endpoints with parameters like book ID or search terms; our cloud crawlers fetch, parse, and return structured JSON data in seconds.
What is the pricing model?
Usage-based: pay per successful record extracted, scaled by volume, with tiers for high-frequency review scraping and enterprise needs.
What data coverage and limitations apply?
Covers public reviews, user profiles, books, lists, and search results; rate-limited by Goodreads policies, no private or login-walled content.
Is using this scraper legal and compliant?
We scrape only publicly available data and recommend reviewing Goodreads TOS; use responsibly for research or analysis, not commercial resale.
What integration support is available?
SDKs for Python, Node.js, plus docs, examples, and Slack support for custom review scraper setups and troubleshooting.

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