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Goodreads Review Scraper 📖 - Faster & Cheaper Scraper API

XCrawl's Goodreads Review Scraper API is the ultimate review scraper for extracting rich data from Goodreads. Effortlessly scrape reviews, user profiles, and book details with our robust scraper API. Say goodbye to manual review scraping—get structured JSON via simple API calls, perfect for web scraping reviews python projects and scalable reviews api integrations.

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What Can You Build With Goodreads Review Scraper 📖 - Faster & Cheaper Scraper API Scraper?

Build sentiment analysis tools using our scrape reviews data for book insights. Create competitor tracking dashboards with review scraper endpoints to monitor ratings and trends. Develop recommendation engines powered by reviews scraping from Goodreads, turning raw dataset review into actionable intelligence for publishers and authors.

XCrawl

Structured JSON Responses

Receive clean, parseable JSON from every API call, including review text, ratings, and metadata—ideal for seamless integration into Python scripts or Node.js apps for fast data processing.

XCrawl

Real-Time Review Extraction

Access live Goodreads data instantly with our reviews api, supporting high-volume queries without delays, enabling real-time dashboards and automated web scraping reviews python workflows.

XCrawl

Scalable Async Endpoints

Handle thousands of requests per minute with async support in our review crawler, delivering reliable dataset review for large-scale analysis and machine learning model training.

XCrawl

Python-Native Integration

One-line setup with our SDK for web scraping reviews python users—extract reviews effortlessly and focus on building features with pre-parsed, high-quality data outputs.

Trusted by Data-Driven Teams Worldwide

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

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Available Goodreads Review Scraper 📖 - Faster & Cheaper Scraper API Scrapers

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

goodreads scraper

Comprehensive endpoint for scraping entire Goodreads pages including books, shelves, and user libraries.

Scraping method:
  • book_title
  • author_name
  • isbn
  • average_rating
  • ratings_count
  • review_count
  • publication_date
  • cover_image_url

review scraper

Targeted scraper for individual book reviews, capturing full text and metadata.

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

reviews scraper

Bulk extract reviews across multiple books or authors for dataset building.

Scraping method:
  • book_id
  • reviewer_profile
  • review_body
  • star_rating
  • date_posted
  • verified
  • helpful_votes

scrape reviews

Simple API to scrape reviews by search query or book URL with pagination support.

Scraping method:
  • query_term
  • review_title
  • content
  • user_bio
  • rating_stars
  • timestamp
  • comments

reviews api

Dedicated REST API for querying Goodreads reviews with filters for ratings and dates.

Scraping method:
  • api_review_id
  • book_title
  • author
  • full_review
  • score
  • user_id
  • engagement_metrics

scrape reviews api

High-speed API endpoint for scraping reviews api-style with real-time updates and exports.

Scraping method:
  • review_url
  • excerpt
  • detailed_rating
  • reviewer_followers
  • post_date
  • shelf_tags
  • media_links

Goodreads Review Scraper 📖 - Faster & Cheaper Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API with official SDKs for Python, Node.js, and more.

  • XCrawl
    Python SDK Ready
    Install via pip and start web scraping reviews python in minutes with async support for high throughput.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters, proxies, and rate limits directly in API requests for precise control.
  • XCrawl
    Webhook Callbacks
    Receive completed scrape notifications with JSON payloads for event-driven architectures.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual URL Selector
    Point to any Goodreads page and select data fields visually—no dev skills needed.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily review scraper runs with automatic data freshness.
  • XCrawl
    CSV/JSON Exports
    Download scraped dataset review instantly in multiple formats for Excel or BI tools.

Code examples

Retrieve Goodreads Review Scraper 📖 - Faster & Cheaper 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 📖 - Faster & Cheaper 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.

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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.

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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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This goodreads scraper transformed our book analysis pipeline—fast scraping and top-notch dataset quality!

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

Easy integration for web scraping reviews python; the reviews api delivers clean JSON every time.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Review scraper saved us weeks—accurate scrape reviews for competitor insights.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Outstanding reviews scraping speed; built robust models from their dataset review effortlessly.

Lena Novak
Lena Novak
ML Engineer
★★★★★
5.0

Scrape reviews api is a game-changer—cheaper and faster than any scraper reviews tool.

Raj Patel
Raj Patel
Growth Hacker
★★★★★
4.9

Perfect for extract reviews; reliable review crawler with no downtime.

Emma Walsh
Emma Walsh
Analytics Lead
★★★★★
5.0

Loving the goodread api alternative—seamless and scalable for our apps.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.7

Website review scraper excellence; high-quality data for my thesis.

Olivia Grant
Olivia Grant
Researcher
★★★★★
5.0

Reviews scraper handles everything—fast, accurate, and cost-effective.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Search reviews api powered our campaigns; incredible value from scraper api review.

Nina Soto
Nina Soto
Marketing Analyst
★★★★★
5.0

This goodreads scraper transformed our book analysis pipeline—fast scraping and top-notch dataset quality!

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

Easy integration for web scraping reviews python; the reviews api delivers clean JSON every time.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Review scraper saved us weeks—accurate scrape reviews for competitor insights.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Outstanding reviews scraping speed; built robust models from their dataset review effortlessly.

Lena Novak
Lena Novak
ML Engineer
★★★★★
5.0

Scrape reviews api is a game-changer—cheaper and faster than any scraper reviews tool.

Raj Patel
Raj Patel
Growth Hacker
★★★★★
4.9

Perfect for extract reviews; reliable review crawler with no downtime.

Emma Walsh
Emma Walsh
Analytics Lead
★★★★★
5.0

Loving the goodread api alternative—seamless and scalable for our apps.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.7

Website review scraper excellence; high-quality data for my thesis.

Olivia Grant
Olivia Grant
Researcher
★★★★★
5.0

Reviews scraper handles everything—fast, accurate, and cost-effective.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Search reviews api powered our campaigns; incredible value from scraper api review.

Nina Soto
Nina Soto
Marketing Analyst
★★★★★
5.0

This goodreads scraper transformed our book analysis pipeline—fast scraping and top-notch dataset quality!

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

Easy integration for web scraping reviews python; the reviews api delivers clean JSON every time.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Review scraper saved us weeks—accurate scrape reviews for competitor insights.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Outstanding reviews scraping speed; built robust models from their dataset review effortlessly.

Lena Novak
Lena Novak
ML Engineer
★★★★★
5.0

Scrape reviews api is a game-changer—cheaper and faster than any scraper reviews tool.

Raj Patel
Raj Patel
Growth Hacker
★★★★★
4.9

Perfect for extract reviews; reliable review crawler with no downtime.

Emma Walsh
Emma Walsh
Analytics Lead
★★★★★
5.0

Loving the goodread api alternative—seamless and scalable for our apps.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.7

Website review scraper excellence; high-quality data for my thesis.

Olivia Grant
Olivia Grant
Researcher
★★★★★
5.0

Reviews scraper handles everything—fast, accurate, and cost-effective.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Search reviews api powered our campaigns; incredible value from scraper api review.

Nina Soto
Nina Soto
Marketing Analyst
★★★★★
5.0

This goodreads scraper transformed our book analysis pipeline—fast scraping and top-notch dataset quality!

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

Easy integration for web scraping reviews python; the reviews api delivers clean JSON every time.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Review scraper saved us weeks—accurate scrape reviews for competitor insights.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Outstanding reviews scraping speed; built robust models from their dataset review effortlessly.

Lena Novak
Lena Novak
ML Engineer
★★★★★
5.0

Scrape reviews api is a game-changer—cheaper and faster than any scraper reviews tool.

Raj Patel
Raj Patel
Growth Hacker
★★★★★
4.9

Perfect for extract reviews; reliable review crawler with no downtime.

Emma Walsh
Emma Walsh
Analytics Lead
★★★★★
5.0

Loving the goodread api alternative—seamless and scalable for our apps.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.7

Website review scraper excellence; high-quality data for my thesis.

Olivia Grant
Olivia Grant
Researcher
★★★★★
5.0

Reviews scraper handles everything—fast, accurate, and cost-effective.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Search reviews api powered our campaigns; incredible value from scraper api review.

Nina Soto
Nina Soto
Marketing Analyst
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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 architecture work?
Send a POST request with target URLs or queries; our cloud crawlers fetch, parse, and return structured JSON via webhook or polling—all handled server-side for zero maintenance.
What factors determine pricing?
Billed per successful record extracted, factoring page complexity, volume, and frequency—transparent pay-as-you-go with volume discounts and free tier for testing.
What data coverage and limitations apply?
Full coverage of public Goodreads reviews, profiles, and lists; rate-limited to respect platform policies, with 99% success rate on supported endpoints.
Is scraping Goodreads legal and compliant?
We only scrape publicly available data and recommend reviewing Goodreads TOS; always use for ethical purposes like research on public data only.
What integration support is available?
Official SDKs for Python/Node.js, comprehensive docs, API playground, and Slack support—plus custom enterprise onboarding for teams.

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