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Guardian Singapore Reviews Scraper API

The Guardian Singapore Reviews Scraper API revolutionizes review scraping by delivering structured data from Guardian Singapore's review platform. Bypass parsing headaches, IP blocks, and anti-bot measures to scrape reviews, extract customer feedback, and enable seamless review analysis for competitive insights and sentiment tracking.

무료 체험 시작
영업 부서 문의

Guardian Singapore Reviews Scraper API 스크래퍼로 무엇을 만들 수 있나요?

Build powerful review analysis tools to monitor customer sentiment from scraped reviews. Create competitor tracking dashboards using product reviews scraper data for market intelligence. Develop sentiment-powered recommendation engines with scraped customer reviews and engagement metrics from Guardian Singapore.

XCrawl

Structured JSON Output

Receive clean, parse-ready JSON datasets from review scraping endpoints, perfect for Python integration or real-time review analysis without manual parsing.

XCrawl

High-Volume Scraping

Scale your reviews scraper to extract thousands of reviews daily, with built-in proxies and rate limiting for reliable web scraping reviews python workflows.

XCrawl

Real-Time Data Access

Get instant access to fresh scraped product reviews via REST API, enabling dynamic review crawler applications and up-to-date dataset review exports.

XCrawl

Advanced Filtering Options

Filter by keywords, dates, or ratings in your scrape reviews API calls, streamlining reviews analysis scrape for targeted insights and bot reviews detection.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

사용 가능한 Guardian Singapore Reviews Scraper API 스크래퍼

가장 널리 사용되는 Guardian Singapore Reviews Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

review scraper

Extract detailed user reviews from Guardian Singapore products with verified status and full text.

스크래핑 방법:
  • reviewer_name
  • rating
  • review_text
  • date_posted
  • verified_purchase
  • product_id
  • helpfulness_votes
  • images

reviews scraper

Pull comprehensive lists of reviews via search or category, including threaded replies.

스크래핑 방법:
  • review_id
  • product_title
  • rating
  • review_title
  • body
  • reply_count
  • timestamp
  • user_profile

product reviews scraper

Target specific products to scrape customer reviews, ratings, and engagement metrics.

스크래핑 방법:
  • asin
  • product_name
  • average_rating
  • review_count
  • top_review
  • sentiment_score
  • price

scrape product reviews

Batch scrape historical product reviews with pricing and variant details for analysis.

스크래핑 방법:
  • product_asin
  • review_date
  • rating
  • text
  • verified
  • images
  • video_url
  • seller_info

scrape customer reviews

Harvest customer reviews from search results, including bios and media attachments.

스크래핑 방법:
  • customer_id
  • bio
  • review_text
  • star_rating
  • date
  • thumbs_up
  • media_urls
  • product_category

scraper reviews

Advanced endpoint for category-based review extraction with best sellers integration.

스크래핑 방법:
  • category
  • reviewer
  • score
  • content
  • publish_date
  • engagement
  • pricing_history
  • best_seller_rank

Guardian Singapore Reviews Scraper API 크롤링 방식

XCrawl

API 스크래핑 (개발자용)

Integrate via simple REST API calls for developers building custom review scrapers.

  • XCrawl
    Python SDK Ready
    Use our web scraping reviews python library for async requests and easy data handling.
  • XCrawl
    Node.js Compatible
    Seamless integration with Node.js for high-speed review scraper applications.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters for precise reviews api data extraction.
XCrawl

노코드 스크래핑 (운영팀 & 성장팀용)

Use our intuitive dashboard for no-code review scraping and scheduling.

  • XCrawl
    Visual Query Builder
    Select review types and filters via drag-and-drop interface.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily fresh scraped reviews datasets.
  • XCrawl
    CSV/Excel Exports
    Download review analysis ready files instantly.

코드 예시

간단한 API 호출로 몇 초 만에 Guardian Singapore Reviews Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

Guardian Singapore Reviews Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

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Zillow Photos Downloader Scraper API

XCrawl's Zillow Photos Downloader Scraper API empowers developers to scrape Zillow data effortlessly, extracting high-resolution photos and property details. Bypass anti-bot measures, IP blocking, and complex parsing challenges with our robust zillow scraper API. Ideal for zillow scraper python scripts, web scraping Zillow listings, and bulk photo extraction from Zillow.

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고객의 실제 평가

★★★★★
5.0

This reviews scraper transformed our review analysis—fast, accurate datasets every time!

Alex Chen
Alex Chen
Data Analyst
★★★★★
4.9

Scrape product reviews effortlessly; the JSON output is perfect for our Python pipelines.

Sarah Lim
Sarah Lim
Product Manager
★★★★★
5.0

Best scraper api review experience—reliable web scraping reviews python integration.

Mike Tan
Mike Tan
CTO
★★★★★
4.8

Scraping reviews has never been easier; great for competitive review crawler insights.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
5.0

Scales perfectly for our high-volume scrape customer reviews needs.

David Kee
David Kee
DevOps Engineer
★★★★★
4.9

Excellent dataset review quality fuels our reviews analysis scrape projects.

Emma Ng
Emma Ng
BI Specialist
★★★★★
5.0

Review scraper delivers precise data—game-changer for sentiment tracking.

Raj Patel
Raj Patel
Founder
★★★★★
4.7

Love the scrape reviews api; exports are ready for immediate analysis.

Grace Teo
Grace Teo
Growth Hacker
★★★★★
5.0

Seamless product reviews scraper—handles everything from CAPTCHA to parsing.

Tom Lee
Tom Lee
Senior Developer
★★★★★
4.9

Top-notch scraper reviews tool; boosts our review scraping workflows hugely.

Nina Foo
Nina Foo
Insights Manager
★★★★★
5.0

This reviews scraper transformed our review analysis—fast, accurate datasets every time!

Alex Chen
Alex Chen
Data Analyst
★★★★★
4.9

Scrape product reviews effortlessly; the JSON output is perfect for our Python pipelines.

Sarah Lim
Sarah Lim
Product Manager
★★★★★
5.0

Best scraper api review experience—reliable web scraping reviews python integration.

Mike Tan
Mike Tan
CTO
★★★★★
4.8

Scraping reviews has never been easier; great for competitive review crawler insights.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
5.0

Scales perfectly for our high-volume scrape customer reviews needs.

David Kee
David Kee
DevOps Engineer
★★★★★
4.9

Excellent dataset review quality fuels our reviews analysis scrape projects.

Emma Ng
Emma Ng
BI Specialist
★★★★★
5.0

Review scraper delivers precise data—game-changer for sentiment tracking.

Raj Patel
Raj Patel
Founder
★★★★★
4.7

Love the scrape reviews api; exports are ready for immediate analysis.

Grace Teo
Grace Teo
Growth Hacker
★★★★★
5.0

Seamless product reviews scraper—handles everything from CAPTCHA to parsing.

Tom Lee
Tom Lee
Senior Developer
★★★★★
4.9

Top-notch scraper reviews tool; boosts our review scraping workflows hugely.

Nina Foo
Nina Foo
Insights Manager
★★★★★
5.0

This reviews scraper transformed our review analysis—fast, accurate datasets every time!

Alex Chen
Alex Chen
Data Analyst
★★★★★
4.9

Scrape product reviews effortlessly; the JSON output is perfect for our Python pipelines.

Sarah Lim
Sarah Lim
Product Manager
★★★★★
5.0

Best scraper api review experience—reliable web scraping reviews python integration.

Mike Tan
Mike Tan
CTO
★★★★★
4.8

Scraping reviews has never been easier; great for competitive review crawler insights.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
5.0

Scales perfectly for our high-volume scrape customer reviews needs.

David Kee
David Kee
DevOps Engineer
★★★★★
4.9

Excellent dataset review quality fuels our reviews analysis scrape projects.

Emma Ng
Emma Ng
BI Specialist
★★★★★
5.0

Review scraper delivers precise data—game-changer for sentiment tracking.

Raj Patel
Raj Patel
Founder
★★★★★
4.7

Love the scrape reviews api; exports are ready for immediate analysis.

Grace Teo
Grace Teo
Growth Hacker
★★★★★
5.0

Seamless product reviews scraper—handles everything from CAPTCHA to parsing.

Tom Lee
Tom Lee
Senior Developer
★★★★★
4.9

Top-notch scraper reviews tool; boosts our review scraping workflows hugely.

Nina Foo
Nina Foo
Insights Manager
★★★★★
5.0

This reviews scraper transformed our review analysis—fast, accurate datasets every time!

Alex Chen
Alex Chen
Data Analyst
★★★★★
4.9

Scrape product reviews effortlessly; the JSON output is perfect for our Python pipelines.

Sarah Lim
Sarah Lim
Product Manager
★★★★★
5.0

Best scraper api review experience—reliable web scraping reviews python integration.

Mike Tan
Mike Tan
CTO
★★★★★
4.8

Scraping reviews has never been easier; great for competitive review crawler insights.

Lisa Wong
Lisa Wong
Marketing Lead
★★★★★
5.0

Scales perfectly for our high-volume scrape customer reviews needs.

David Kee
David Kee
DevOps Engineer
★★★★★
4.9

Excellent dataset review quality fuels our reviews analysis scrape projects.

Emma Ng
Emma Ng
BI Specialist
★★★★★
5.0

Review scraper delivers precise data—game-changer for sentiment tracking.

Raj Patel
Raj Patel
Founder
★★★★★
4.7

Love the scrape reviews api; exports are ready for immediate analysis.

Grace Teo
Grace Teo
Growth Hacker
★★★★★
5.0

Seamless product reviews scraper—handles everything from CAPTCHA to parsing.

Tom Lee
Tom Lee
Senior Developer
★★★★★
4.9

Top-notch scraper reviews tool; boosts our review scraping workflows hugely.

Nina Foo
Nina Foo
Insights Manager
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How does the Guardian Singapore Reviews Scraper API work?
Send REST API requests with product IDs or search queries; our cloud scrapers fetch, parse, and return structured JSON data in seconds.
What factors determine pricing?
Pricing scales by monthly page credits, data volume, and premium features like real-time or historical review scraping.
What data coverage and limitations apply?
Full coverage of public Guardian Singapore reviews, profiles, and products; excludes private/logged-in content or rate-limited pages.
Is scraping compliant and legal?
We scrape only publicly available data and recommend users respect robots.txt and terms; always consult legal for your use case.
What integration support is available?
SDKs for Python/Node.js, full docs, and Slack support for custom review scraper setups.

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