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Goodreads Review Scraper API

The Goodreads Review Scraper API provides seamless access to Goodreads book reviews and user data. This API employs robust crawling methods to deliver clean, structured JSON outputs without rate limits or CAPTCHAs. Ideal for backend developers integrating review scraping into apps for analysis or datasets.

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What Can You Build With Goodreads Review Scraper API Scraper?

Build sentiment-powered review analysis tools using scraped Goodreads data for book recommendations. Create comprehensive review datasets for machine learning models with Goodreads review scraper outputs. Track competitor books via reviews scraping and engagement metrics from search results.

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JSON-Structured Data

Receive clean, parseable JSON from Goodreads reviews, including ratings, text, and metadata, ready for Python analysis or database storage.

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Anti-Blocking Proxies

Built-in rotating proxies and browser fingerprinting ensure uninterrupted review scraping sessions, even at scale.

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Real-Time Extraction

Fetch live Goodreads review data instantly via REST API, supporting async requests for high-volume review crawler operations.

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Scalable Review Datasets

Handle millions of reviews with auto-scaling infrastructure, perfect for reviews analysis scrape and dataset review projects.

Trusted by Data-Driven Teams Worldwide

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

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Available Goodreads Review Scraper API Scrapers

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

goodreads review scraper

Extract detailed reviews for any Goodreads book, including text and ratings.

Scraping method:
  • book_title
  • review_text
  • rating
  • reviewer_name
  • date_posted
  • likes_count
  • shelves

goodreads scraper

Scrape book details, authors, and metadata from Goodreads pages.

Scraping method:
  • book_id
  • title
  • author
  • isbn
  • average_rating
  • ratings_count
  • publication_date

review scraper

Targeted endpoint for bulk review extraction across multiple books.

Scraping method:
  • review_id
  • body
  • stars
  • user_id
  • verified
  • helpful_votes
  • timestamp

scrape reviews

Fetch user-submitted reviews with engagement metrics from Goodreads.

Scraping method:
  • user_profile
  • review_content
  • score
  • date
  • comments_count
  • likes
  • dislikes

reviews scraper

Crawler for threaded comments and replies under reviews.

Scraping method:
  • parent_review_id
  • comment_text
  • commenter
  • reply_depth
  • timestamp
  • votes

scrape goodreads review scraper

Advanced scraper for search-based review harvesting on Goodreads.

Scraping method:
  • search_query
  • book_asin
  • top_reviews
  • rank
  • review_snippet
  • url

Goodreads Review Scraper API crawling methods

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API Scraping (For Developers)

Integrate via simple REST API endpoints for programmatic review scraping.

  • XCrawl
    Python SDK
    Use web scraping reviews python libraries with our SDK for async review scraper calls.
  • XCrawl
    Node.js Support
    Effortless integration for Node.js apps with promises and review crawler streams.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters for targeted reviews api data extraction.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard for no-code review scraping workflows.

  • XCrawl
    Visual Selector
    Point-and-click to select Goodreads review fields without coding.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring reviews scraping and data freshness.
  • XCrawl
    CSV/JSON Export
    Download datasets instantly in multiple formats for analysis.

Code examples

Retrieve Goodreads Review 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 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.

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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

The Goodreads review scraper delivers top-notch datasets for my review analysis projects. Fast and reliable!

Alex Rivera
Alex Rivera
Data Scientist
4.9

Integrated the reviews scraper API effortlessly in Python. Perfect scrape reviews data quality.

Jordan Lee
Jordan Lee
Backend Developer
4.8

Love how the goodreads scraper handles large-scale reviews scraping without blocks.

Sarah Kim
Sarah Kim
Product Analyst
5.0

Structured JSON from review scraper transformed my reviews analysis scrape workflows.

Mike Chen
Mike Chen
ML Engineer
4.7

Scrape goodreads review scraper saved hours on dataset review building.

Emma Patel
Emma Patel
Growth Hacker
4.9

Reliable crawler reviews for our scraper api review needs. Highly scalable.

David Wong
David Wong
DevOps Lead
5.0

Excellent goodreads review scraper data for review crawler insights.

Lisa Torres
Lisa Torres
BI Analyst
4.8

Easy web scraping software reviews integration with precise outputs.

Ryan Foster
Ryan Foster
Full-Stack Dev
4.9

Scraping reviews has never been smoother with this scraper reviews tool.

Nina Gupta
Nina Gupta
Researcher
5.0

Search reviews api functionality boosts our bot reviews accuracy.

Tom Harris
Tom Harris
CTO
5.0

The Goodreads review scraper delivers top-notch datasets for my review analysis projects. Fast and reliable!

Alex Rivera
Alex Rivera
Data Scientist
4.9

Integrated the reviews scraper API effortlessly in Python. Perfect scrape reviews data quality.

Jordan Lee
Jordan Lee
Backend Developer
4.8

Love how the goodreads scraper handles large-scale reviews scraping without blocks.

Sarah Kim
Sarah Kim
Product Analyst
5.0

Structured JSON from review scraper transformed my reviews analysis scrape workflows.

Mike Chen
Mike Chen
ML Engineer
4.7

Scrape goodreads review scraper saved hours on dataset review building.

Emma Patel
Emma Patel
Growth Hacker
4.9

Reliable crawler reviews for our scraper api review needs. Highly scalable.

David Wong
David Wong
DevOps Lead
5.0

Excellent goodreads review scraper data for review crawler insights.

Lisa Torres
Lisa Torres
BI Analyst
4.8

Easy web scraping software reviews integration with precise outputs.

Ryan Foster
Ryan Foster
Full-Stack Dev
4.9

Scraping reviews has never been smoother with this scraper reviews tool.

Nina Gupta
Nina Gupta
Researcher
5.0

Search reviews api functionality boosts our bot reviews accuracy.

Tom Harris
Tom Harris
CTO
5.0

The Goodreads review scraper delivers top-notch datasets for my review analysis projects. Fast and reliable!

Alex Rivera
Alex Rivera
Data Scientist
4.9

Integrated the reviews scraper API effortlessly in Python. Perfect scrape reviews data quality.

Jordan Lee
Jordan Lee
Backend Developer
4.8

Love how the goodreads scraper handles large-scale reviews scraping without blocks.

Sarah Kim
Sarah Kim
Product Analyst
5.0

Structured JSON from review scraper transformed my reviews analysis scrape workflows.

Mike Chen
Mike Chen
ML Engineer
4.7

Scrape goodreads review scraper saved hours on dataset review building.

Emma Patel
Emma Patel
Growth Hacker
4.9

Reliable crawler reviews for our scraper api review needs. Highly scalable.

David Wong
David Wong
DevOps Lead
5.0

Excellent goodreads review scraper data for review crawler insights.

Lisa Torres
Lisa Torres
BI Analyst
4.8

Easy web scraping software reviews integration with precise outputs.

Ryan Foster
Ryan Foster
Full-Stack Dev
4.9

Scraping reviews has never been smoother with this scraper reviews tool.

Nina Gupta
Nina Gupta
Researcher
5.0

Search reviews api functionality boosts our bot reviews accuracy.

Tom Harris
Tom Harris
CTO
5.0

The Goodreads review scraper delivers top-notch datasets for my review analysis projects. Fast and reliable!

Alex Rivera
Alex Rivera
Data Scientist
4.9

Integrated the reviews scraper API effortlessly in Python. Perfect scrape reviews data quality.

Jordan Lee
Jordan Lee
Backend Developer
4.8

Love how the goodreads scraper handles large-scale reviews scraping without blocks.

Sarah Kim
Sarah Kim
Product Analyst
5.0

Structured JSON from review scraper transformed my reviews analysis scrape workflows.

Mike Chen
Mike Chen
ML Engineer
4.7

Scrape goodreads review scraper saved hours on dataset review building.

Emma Patel
Emma Patel
Growth Hacker
4.9

Reliable crawler reviews for our scraper api review needs. Highly scalable.

David Wong
David Wong
DevOps Lead
5.0

Excellent goodreads review scraper data for review crawler insights.

Lisa Torres
Lisa Torres
BI Analyst
4.8

Easy web scraping software reviews integration with precise outputs.

Ryan Foster
Ryan Foster
Full-Stack Dev
4.9

Scraping reviews has never been smoother with this scraper reviews tool.

Nina Gupta
Nina Gupta
Researcher
5.0

Search reviews api functionality boosts our bot reviews accuracy.

Tom Harris
Tom Harris
CTO
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
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Frequently asked questions

Everything you need to know about XCrawl.

What is the architecture of the Goodreads Review Scraper API?
Our Goodreads Review Scraper API uses headless browsers and distributed crawlers to mimic human behavior, delivering JSON via REST endpoints.
What is the pricing model for Goodreads Review Scraper API?
Pay-per-result CPM starting at $0.001 per review, scaled by volume. No subscriptions, only for successful extractions.
What data coverage and rate limits apply to Goodreads Review Scraper API?
Full coverage of public reviews, profiles, and search results. Soft rate limits with proxy rotation for real-time scraping.
Is the Goodreads Review Scraper API legal and compliant?
Yes, it scrapes only public data ethically, respecting robots.txt and ToS for compliance in review scraping.
How to integrate Goodreads Review Scraper API with Python or Node.js?
Use our SDKs for Python/Node.js with simple API keys. Docs include web scraping reviews python examples and async hooks.

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