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Producthunt Reviews Script Scraper API

XCrawl's Producthunt Reviews Script Scraper API revolutionizes review scraping for developers. Effortlessly extract structured reviews data from Product Hunt using our powerful review scraper API. No more wrestling with complex web scraping reviews python scripts, CAPTCHA hurdles, or IP blocks—get clean JSON datasets via simple REST calls for seamless review analysis and data extraction.

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What Can You Build With Producthunt Reviews Script Scraper API Scraper?

Build sophisticated review analysis tools to monitor Product Hunt feedback, create sentiment datasets from scraped reviews, and track competitor products with our product reviews scraper. Develop custom web scraping scripts alternatives for real-time insights, automate extract reviews workflows, and power machine learning models with high-quality reviews scraping data.

XCrawl

Instant JSON Datasets

Retrieve structured Product Hunt reviews in clean JSON format via our reviews API, perfect for python script web scraping integrations and rapid dataset building without parsing hassles.

XCrawl

Anti-Bot Evasion Built-In

Our scraper reviews technology bypasses detection seamlessly, ensuring reliable web scraping script performance for continuous review scraper operations and large-scale data collection.

XCrawl

Real-Time Review Extraction

Access fresh scrape reviews data asynchronously, enabling real-time review analysis dashboards and automated python web scraping script replacements for competitive intelligence.

XCrawl

Scalable Python Integration

Leverage our SDK for effortless web scraping python script development, supporting high-volume reviews scraping with async requests and robust error handling for production apps.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Producthunt Reviews Script Scraper API Scrapers

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

review scraper

Extract detailed reviews and comments from specific Product Hunt products for in-depth analysis.

Scraping method:
  • review_id
  • author_name
  • review_text
  • upvotes
  • date_posted
  • product_slug
  • reply_count

scrape reviews

Pull all reviews across Product Hunt searches or categories with full metadata.

Scraping method:
  • search_query
  • product_name
  • reviewer_bio
  • comment_thread
  • engagement_score
  • media_urls
  • verified_status

reviews scraper

Scrape threaded comments and replies on Product Hunt launches efficiently.

Scraping method:
  • parent_comment_id
  • reply_text
  • author_profile
  • upvote_count
  • timestamp
  • product_details

product reviews scraper

Target reviews for individual Product Hunt products including maker info.

Scraping method:
  • product_id
  • maker_username
  • review_rating
  • full_text
  • images
  • post_date
  • metrics

scrape product reviews

Batch scrape product reviews from top Product Hunt lists or best sellers.

Scraping method:
  • category
  • product_title
  • review_summary
  • user_bios
  • vote_metrics
  • search_ranking

scraper reviews

Comprehensive endpoint for all Product Hunt review data with engagement insights.

Scraping method:
  • review_dataset
  • comment_replies
  • profile_links
  • upvotes_total
  • trends_data

Producthunt Reviews Script Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API directly into your Python or Node.js apps for programmatic review scraping.

  • XCrawl
    Python SDK Ready
    Use pre-built python script for web scraping to query endpoints and handle responses effortlessly.
  • XCrawl
    Async Requests Supported
    Scale web scraping script python calls with async for high-throughput reviews extraction.
  • XCrawl
    JSON-Native Output
    Direct JSON parsing eliminates custom web scraping reviews python boilerplate code.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code review scraping without writing scripts.

  • XCrawl
    Visual Endpoint Builder
    Select Product Hunt pages visually and configure scrapers via drag-and-drop interface.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrape reviews runs with zero maintenance.
  • XCrawl
    CSV/Excel Exports
    Download clean review datasets instantly for analysis in your favorite tools.

Code examples

Retrieve Producthunt Reviews Script 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 Producthunt Reviews Script 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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This review scraper replaced my fragile python web scraping script—clean datasets in minutes!

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

Seamless scrape reviews API integration; perfect for product reviews scraper needs on Product Hunt.

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

Fast web scraping reviews python alternative—built review analysis dashboard overnight.

Sam Patel
Sam Patel
Growth Hacker
★★★★★
4.8

Reliable reviews scraping at scale; no more IP bans with their scraper reviews tech.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

Outstanding dataset quality from scrape product reviews—fuels our sentiment models perfectly.

Mike Thompson
Mike Thompson
ML Engineer
★★★★★
4.9

Effortless web scraping script for competitor review tracking on Product Hunt.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Love the python scraping script SDK—review scraper that just works.

David Kim
David Kim
Full-Stack Developer
★★★★★
4.7

Transformed our reviews analysis with accurate, real-time scrape reviews data.

Rachel Green
Rachel Green
Analytics Lead
★★★★★
5.0

Best scraper api review experience—scales our web crawler script needs flawlessly.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Quick extract reviews for dashboards; far superior to manual web scraping scripts.

Nina Soto
Nina Soto
Data Analyst
★★★★★
5.0

This review scraper replaced my fragile python web scraping script—clean datasets in minutes!

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

Seamless scrape reviews API integration; perfect for product reviews scraper needs on Product Hunt.

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

Fast web scraping reviews python alternative—built review analysis dashboard overnight.

Sam Patel
Sam Patel
Growth Hacker
★★★★★
4.8

Reliable reviews scraping at scale; no more IP bans with their scraper reviews tech.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

Outstanding dataset quality from scrape product reviews—fuels our sentiment models perfectly.

Mike Thompson
Mike Thompson
ML Engineer
★★★★★
4.9

Effortless web scraping script for competitor review tracking on Product Hunt.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Love the python scraping script SDK—review scraper that just works.

David Kim
David Kim
Full-Stack Developer
★★★★★
4.7

Transformed our reviews analysis with accurate, real-time scrape reviews data.

Rachel Green
Rachel Green
Analytics Lead
★★★★★
5.0

Best scraper api review experience—scales our web crawler script needs flawlessly.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Quick extract reviews for dashboards; far superior to manual web scraping scripts.

Nina Soto
Nina Soto
Data Analyst
★★★★★
5.0

This review scraper replaced my fragile python web scraping script—clean datasets in minutes!

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

Seamless scrape reviews API integration; perfect for product reviews scraper needs on Product Hunt.

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

Fast web scraping reviews python alternative—built review analysis dashboard overnight.

Sam Patel
Sam Patel
Growth Hacker
★★★★★
4.8

Reliable reviews scraping at scale; no more IP bans with their scraper reviews tech.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

Outstanding dataset quality from scrape product reviews—fuels our sentiment models perfectly.

Mike Thompson
Mike Thompson
ML Engineer
★★★★★
4.9

Effortless web scraping script for competitor review tracking on Product Hunt.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Love the python scraping script SDK—review scraper that just works.

David Kim
David Kim
Full-Stack Developer
★★★★★
4.7

Transformed our reviews analysis with accurate, real-time scrape reviews data.

Rachel Green
Rachel Green
Analytics Lead
★★★★★
5.0

Best scraper api review experience—scales our web crawler script needs flawlessly.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Quick extract reviews for dashboards; far superior to manual web scraping scripts.

Nina Soto
Nina Soto
Data Analyst
★★★★★
5.0

This review scraper replaced my fragile python web scraping script—clean datasets in minutes!

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

Seamless scrape reviews API integration; perfect for product reviews scraper needs on Product Hunt.

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

Fast web scraping reviews python alternative—built review analysis dashboard overnight.

Sam Patel
Sam Patel
Growth Hacker
★★★★★
4.8

Reliable reviews scraping at scale; no more IP bans with their scraper reviews tech.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

Outstanding dataset quality from scrape product reviews—fuels our sentiment models perfectly.

Mike Thompson
Mike Thompson
ML Engineer
★★★★★
4.9

Effortless web scraping script for competitor review tracking on Product Hunt.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Love the python scraping script SDK—review scraper that just works.

David Kim
David Kim
Full-Stack Developer
★★★★★
4.7

Transformed our reviews analysis with accurate, real-time scrape reviews data.

Rachel Green
Rachel Green
Analytics Lead
★★★★★
5.0

Best scraper api review experience—scales our web crawler script needs flawlessly.

Tom Harris
Tom Harris
CTO
★★★★★
4.9

Quick extract reviews for dashboards; far superior to manual web scraping scripts.

Nina Soto
Nina Soto
Data Analyst
ISO 27001
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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 Producthunt Reviews Script Scraper API work?
Send REST API requests with Product Hunt URLs or queries; our cloud crawlers fetch, parse, and return structured JSON review data instantly.
What is the pricing model?
Pay-per-use credits based on data volume, request frequency, and scraper complexity—no subscriptions required.
What data coverage and limitations apply?
Full coverage of public Product Hunt reviews, comments, profiles, and metrics; excludes private data or login-walled content.
Is using this scraper legal and compliant?
We scrape only publicly available data—always review Product Hunt's TOS and use responsibly for compliance.
What integration support is available?
Comprehensive docs, Python/Node.js SDKs, code samples, and priority support for seamless web scraping script deployment.

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