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Goodreads Review Scraper 📚 Scraper API

XCrawl's Goodreads Review Scraper API revolutionizes review scraping by delivering structured data from Goodreads effortlessly. Bypass parsing headaches, IP blocks, and anti-bot measures while you scrape reviews, user profiles, and book ratings for in-depth review analysis and dataset creation with Python or any backend.

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What Can You Build With Goodreads Review Scraper 📚 Scraper API Scraper?

Build powerful review analysis tools to gauge book sentiment from scraped reviews. Create comprehensive datasets for machine learning models using our reviews scraper. Track competitor authors' ratings and trends with real-time data from search reviews API, enabling data-driven insights for publishers and marketers.

XCrawl

Structured JSON Output

Receive clean, parse-ready JSON datasets from Goodreads scrapers, perfect for seamless integration into Python scripts or databases for review analysis and storage.

XCrawl

Python-Native Integration

Leverage web scraping reviews python with async endpoints and libraries, enabling fast, scalable review scraper operations without custom proxy management.

XCrawl

Real-Time Review Extraction

Extract reviews api data instantly for live dashboards, supporting high-volume scraping of user reviews, ratings, and engagement metrics.

XCrawl

Anti-Block Technology

Smart rotation and fingerprinting ensure uninterrupted reviews scraping, delivering accurate datasets even from dynamic Goodreads pages.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Goodreads Review Scraper 📚 Scraper API Scrapers

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

goodreads scraper

Comprehensive endpoint to extract book details, reviews, and ratings from Goodreads pages.

Scraping method:
  • book_title
  • author_name
  • average_rating
  • review_count
  • user_reviews
  • shelf_tags
  • publication_date
  • isbn

review scraper

Targeted scraper for individual and aggregated user reviews on books and authors.

Scraping method:
  • review_text
  • reviewer_name
  • user_rating
  • review_date
  • likes_count
  • read_status
  • review_spoilers

scrape reviews

Bulk extraction of reviews from search results and popular lists for analysis.

Scraping method:
  • review_id
  • book_asin_like
  • rating_stars
  • verified_review
  • review_timestamp
  • helpful_votes
  • reviewer_profile

reviews scraper

High-speed scraper for threaded comments and reply chains under reviews.

Scraping method:
  • parent_review_id
  • reply_text
  • reply_author
  • reply_likes
  • reply_date
  • thread_depth
  • engagement_score

review crawler

Crawl user profiles and bios linked to reviews for deeper insights.

Scraping method:
  • user_id
  • user_name
  • bio_text
  • followers_count
  • profile_image_url
  • review_history_count
  • shelves_list

reviews api

RESTful API mimicking Goodread API for search results and category rankings.

Scraping method:
  • search_query
  • result_rank
  • book_title
  • author
  • rating
  • review_snippet
  • media_urls
  • category_path

Goodreads Review Scraper 📚 Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API endpoints directly into your Python, Node.js, or any backend for automated review scraping.

  • XCrawl
    Python SDK
    Use pre-built web scraping reviews python library with async support for high-throughput Goodreads data extraction.
  • XCrawl
    Custom Parameters
    Fine-tune scrapers with filters for dates, ratings, and users via simple JSON payloads.
  • XCrawl
    Webhook Callbacks
    Receive real-time notifications and datasets on completion for seamless pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Point-and-click in our dashboard to launch scrapers without writing a single line of code.

  • XCrawl
    Visual Selector
    Select reviews and fields visually from Goodreads previews for instant setup.
  • XCrawl
    Automated Scheduling
    Set cron-like schedules for recurring reviews scraping and trend tracking.
  • XCrawl
    CSV/Excel Exports
    Download ready-to-analyze datasets in multiple formats with one click.

Code examples

Retrieve Goodreads Review Scraper 📚 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 Review Scraper 📚 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 review analysis pipeline—fast, accurate datasets in JSON every time.

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

Easy integration for review scraper needs; scraped thousands of reviews without a hitch.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Web scraping reviews python has never been simpler—robust reviews api with zero downtime.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect for scraping reviews and building sentiment datasets; highly recommend this scraper reviews tool.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Review crawler delivers clean data for reviews analysis—saved us weeks of dev time.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scrape online reviews effortlessly; the dataset review quality is unmatched.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Reviews scraper handles scale perfectly—ideal for our scraper api review workflows.

John Morales
John Morales
CTO
★★★★★
4.7

Extract reviews with precision; website review scraper boosts our research speed.

Rachel Nguyen
Rachel Nguyen
Researcher
★★★★★
5.0

Crawler reviews integration was seamless—top-tier for scrape reviews api.

Tom Bradley
Tom Bradley
DevOps Lead
★★★★★
4.9

Outstanding reviews scraping for data reviews; accurate and reliable every run.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This goodreads scraper transformed our review analysis pipeline—fast, accurate datasets in JSON every time.

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

Easy integration for review scraper needs; scraped thousands of reviews without a hitch.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Web scraping reviews python has never been simpler—robust reviews api with zero downtime.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect for scraping reviews and building sentiment datasets; highly recommend this scraper reviews tool.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Review crawler delivers clean data for reviews analysis—saved us weeks of dev time.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scrape online reviews effortlessly; the dataset review quality is unmatched.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Reviews scraper handles scale perfectly—ideal for our scraper api review workflows.

John Morales
John Morales
CTO
★★★★★
4.7

Extract reviews with precision; website review scraper boosts our research speed.

Rachel Nguyen
Rachel Nguyen
Researcher
★★★★★
5.0

Crawler reviews integration was seamless—top-tier for scrape reviews api.

Tom Bradley
Tom Bradley
DevOps Lead
★★★★★
4.9

Outstanding reviews scraping for data reviews; accurate and reliable every run.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This goodreads scraper transformed our review analysis pipeline—fast, accurate datasets in JSON every time.

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

Easy integration for review scraper needs; scraped thousands of reviews without a hitch.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Web scraping reviews python has never been simpler—robust reviews api with zero downtime.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect for scraping reviews and building sentiment datasets; highly recommend this scraper reviews tool.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Review crawler delivers clean data for reviews analysis—saved us weeks of dev time.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scrape online reviews effortlessly; the dataset review quality is unmatched.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Reviews scraper handles scale perfectly—ideal for our scraper api review workflows.

John Morales
John Morales
CTO
★★★★★
4.7

Extract reviews with precision; website review scraper boosts our research speed.

Rachel Nguyen
Rachel Nguyen
Researcher
★★★★★
5.0

Crawler reviews integration was seamless—top-tier for scrape reviews api.

Tom Bradley
Tom Bradley
DevOps Lead
★★★★★
4.9

Outstanding reviews scraping for data reviews; accurate and reliable every run.

Nina Sokolov
Nina Sokolov
BI Analyst
★★★★★
5.0

This goodreads scraper transformed our review analysis pipeline—fast, accurate datasets in JSON every time.

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

Easy integration for review scraper needs; scraped thousands of reviews without a hitch.

Sarah Chen
Sarah Chen
Product Manager
★★★★★
5.0

Web scraping reviews python has never been simpler—robust reviews api with zero downtime.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect for scraping reviews and building sentiment datasets; highly recommend this scraper reviews tool.

Emma Lopez
Emma Lopez
Marketing Analyst
★★★★★
5.0

Review crawler delivers clean data for reviews analysis—saved us weeks of dev time.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Scrape online reviews effortlessly; the dataset review quality is unmatched.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Reviews scraper handles scale perfectly—ideal for our scraper api review workflows.

John Morales
John Morales
CTO
★★★★★
4.7

Extract reviews with precision; website review scraper boosts our research speed.

Rachel Nguyen
Rachel Nguyen
Researcher
★★★★★
5.0

Crawler reviews integration was seamless—top-tier for scrape reviews api.

Tom Bradley
Tom Bradley
DevOps Lead
★★★★★
4.9

Outstanding reviews scraping for data reviews; accurate and reliable every run.

Nina Sokolov
Nina Sokolov
BI Analyst
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 Goodreads Review Scraper API work?
Send REST requests to endpoints specifying URLs or queries; our cloud crawlers fetch, parse, and return structured JSON data in seconds.
What determines the pricing model?
Pricing scales by data volume scraped, API calls, concurrent jobs, and storage needs—no hidden fees.
What Goodreads data is covered and are there limitations?
Covers reviews, profiles, books, searches, and lists; limited to public pages, with rate limits to ensure reliability.
Is using this scraper legal and compliant?
We only scrape publicly available data and recommend checking Goodreads TOS; use responsibly for analysis.
What integration support is available?
SDKs for Python/Node.js, full docs, webhooks, and Slack/Email support for custom setups.

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