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Goodreads Comments Scraper API

XCrawl's Goodreads Comments Scraper API delivers structured JSON data from Goodreads comments, reviews, and interactions. Bypass anti-bot measures, IP blocks, and parsing headaches with our robust goodreads scraper solution. Ideal for developers needing reliable goodreads api access without maintenance overhead.

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What Can You Build With Goodreads Comments Scraper API Scraper?

Create sentiment analysis tools using Goodreads comments data, monitor book review trends for market insights, and build user engagement trackers with goodreads scraper metrics. Power recommendation engines or competitive analysis apps effortlessly with our goodreads api endpoints.

XCrawl

JSON-Native Output

Receive clean, structured datasets from Goodreads comments and reviews in real-time JSON format, ready for Python or Node.js integration.

XCrawl

Proxy Rotation

Automatic IP rotation prevents blocks, ensuring uninterrupted goodreads scraper access for high-volume data extraction.

XCrawl

Async Scalability

Handle thousands of concurrent requests with async support, perfect for large-scale goodreads api datasets.

XCrawl

99.9% Accuracy

Advanced parsing delivers precise comments, threaded replies, and engagement metrics without data loss.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Goodreads Comments Scraper API Scrapers

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

goodreads comments scraper

Extract threaded comments and replies from book reviews and discussions.

Scraping method:
  • comment_id
  • user_id
  • text
  • timestamp
  • likes_count
  • reply_count
  • parent_id

goodreads reviews scraper

Fetch detailed book reviews including ratings and reviewer info.

Scraping method:
  • review_id
  • book_id
  • rating
  • review_text
  • reviewer_name
  • date_posted
  • read_status

goodreads user profiles scraper

Pull user bios, shelves, and profile details.

Scraping method:
  • user_id
  • username
  • full_name
  • bio
  • total_books
  • followers_count
  • shelves

goodreads search results scraper

Scrape keyword-based book search results and rankings.

Scraping method:
  • book_title
  • author_name
  • avg_rating
  • ratings_count
  • publication_year
  • isbn

goodreads category lists scraper

Get best sellers, popular shelves, and category rankings.

Scraping method:
  • list_id
  • list_name
  • book_title
  • rank
  • author
  • avg_rating

goodreads engagement metrics scraper

Collect likes, comments, and interaction stats on books and reviews.

Scraping method:
  • entity_id
  • likes
  • comments_count
  • shares
  • views
  • engagement_score

Goodreads Comments Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful goodreads api with Python, Node.js, or cURL for programmatic scraping.

  • XCrawl
    Async Endpoints
    Support high-throughput async requests for rapid goodreads scraper data collection.
  • XCrawl
    SDK Libraries
    Pre-built Python and JS SDKs simplify authentication and error handling.
  • XCrawl
    Webhook Callbacks
    Receive real-time JSON datasets via webhooks for instant processing.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our dashboard for visual goodreads scraper setup without writing code.

  • XCrawl
    Visual Selector
    Point-and-click to configure comments and reviews extraction.
  • XCrawl
    Scheduled Runs
    Automate daily scrapes with cron-like scheduling.
  • XCrawl
    CSV/JSON Export
    Download datasets directly in Excel or JSON formats.

Code examples

Retrieve Goodreads Comments 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 Comments 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 goodreads comments scraper delivers impeccable JSON datasets—integration was a breeze in Python.

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

Finally, a reliable goodreads api that handles proxies and parsing flawlessly for our sentiment tool.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
4.8

Accurate engagement metrics from goodreads scraper saved us weeks of manual work.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
5.0

Threaded replies extraction is spot-on; best goodreads scraper for training models.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.7

Fast goodreads api endpoints powered our book trend dashboard overnight.

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

Scalable and robust—no more IP blocks with this goodreads scraper.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

High-quality review datasets from goodreads api transformed our analysis.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.8

Easy async integration; the ultimate goodreads comments scraper.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
4.9

Precise user profiles and metrics via goodreads scraper—export perfection.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
5.0

Enterprise-ready goodreads api with top-tier speed and accuracy.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

The goodreads comments scraper delivers impeccable JSON datasets—integration was a breeze in Python.

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

Finally, a reliable goodreads api that handles proxies and parsing flawlessly for our sentiment tool.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
4.8

Accurate engagement metrics from goodreads scraper saved us weeks of manual work.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
5.0

Threaded replies extraction is spot-on; best goodreads scraper for training models.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.7

Fast goodreads api endpoints powered our book trend dashboard overnight.

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

Scalable and robust—no more IP blocks with this goodreads scraper.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

High-quality review datasets from goodreads api transformed our analysis.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.8

Easy async integration; the ultimate goodreads comments scraper.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
4.9

Precise user profiles and metrics via goodreads scraper—export perfection.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
5.0

Enterprise-ready goodreads api with top-tier speed and accuracy.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

The goodreads comments scraper delivers impeccable JSON datasets—integration was a breeze in Python.

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

Finally, a reliable goodreads api that handles proxies and parsing flawlessly for our sentiment tool.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
4.8

Accurate engagement metrics from goodreads scraper saved us weeks of manual work.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
5.0

Threaded replies extraction is spot-on; best goodreads scraper for training models.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.7

Fast goodreads api endpoints powered our book trend dashboard overnight.

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

Scalable and robust—no more IP blocks with this goodreads scraper.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

High-quality review datasets from goodreads api transformed our analysis.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.8

Easy async integration; the ultimate goodreads comments scraper.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
4.9

Precise user profiles and metrics via goodreads scraper—export perfection.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
5.0

Enterprise-ready goodreads api with top-tier speed and accuracy.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

The goodreads comments scraper delivers impeccable JSON datasets—integration was a breeze in Python.

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

Finally, a reliable goodreads api that handles proxies and parsing flawlessly for our sentiment tool.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
4.8

Accurate engagement metrics from goodreads scraper saved us weeks of manual work.

Sarah Patel
Sarah Patel
Product Analyst
★★★★★
5.0

Threaded replies extraction is spot-on; best goodreads scraper for training models.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.7

Fast goodreads api endpoints powered our book trend dashboard overnight.

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

Scalable and robust—no more IP blocks with this goodreads scraper.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

High-quality review datasets from goodreads api transformed our analysis.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.8

Easy async integration; the ultimate goodreads comments scraper.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
4.9

Precise user profiles and metrics via goodreads scraper—export perfection.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
5.0

Enterprise-ready goodreads api with top-tier speed and accuracy.

Tom Hayes
Tom Hayes
CTO
ISO 27001
XCrawlISO 27001
CDPR
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Top-Rated by Users
XCrawlTop-Rated by Users
Leader
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Easiest To Use
XCrawlEasiest To Use
Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Goodreads Comments Scraper API work?
We deploy headless browsers with rotating proxies to fetch, parse, and structure public Goodreads pages into JSON via REST endpoints.
What determines pricing?
Costs scale by successful requests, data volume extracted, and concurrency levels—no charges for failed attempts.
What data coverage and limitations apply?
Full support for comments, reviews, profiles, and lists; excludes private/logged-in content or rate-limited pages.
Is scraping Goodreads legal and compliant?
We only access publicly available data, respecting robots.txt and terms where possible—users should verify their own compliance.
What integration support is available?
Comprehensive docs, Python/JS SDKs, API playground, and 24/7 support for seamless goodreads scraper deployment.

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