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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.

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Que pouvez-vous construire avec le scraper Guardian Singapore Reviews Scraper API ?

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.

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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.

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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.

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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.

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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.

Adopté par des équipes data-driven du monde entier

Utilisé par les équipes analytics, recherche, veille & croissance.

XCrawl

Scrapers Guardian Singapore Reviews Scraper API disponibles

Accédez aux formats Guardian Singapore Reviews Scraper API les plus utilisés — structurés, normalisés, prêts pour la production.

review scraper

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

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • 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.

Méthode de scraping :
  • category
  • reviewer
  • score
  • content
  • publish_date
  • engagement
  • pricing_history
  • best_seller_rank

Méthodes de crawling Guardian Singapore Reviews Scraper API

XCrawl

API Scraping (pour les développeurs)

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

No-code Scraping (pour équipes ops & growth)

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.

Exemples de code

Récupérez les posts et infos auteur Guardian Singapore Reviews Scraper API en quelques secondes par un simple appel API.

Entrée
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\"}"
Sortie
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":[
],
},
},
},
],
},

Comment fonctionne l’API Scraper Guardian Singapore Reviews Scraper API ?

  • XCrawlRotation IP intelligente
  • XCrawlReconnaissance CAPTCHA automatique
  • XCrawlEntêtes HTTP
  • XCrawlParsing automatique des pages
  • XCrawlSupport personnalisable

Que peut faire notre API pour vous ?

XCrawl

Gestion des proxies

Sélection et rotation ML des proxies à partir de notre pool premium de 190 pays.

XCrawl

Empreintes pilotées par l’IA

Entêtes HTTP, JS et empreintes navigateur uniques pour résister aux contenus dynamiques.

XCrawl

Bypass CAPTCHA

Relances et contournement CAPTCHA automatiques pour une collecte ininterrompue.

XCrawl

Extraction de données en masse

Extrayez sur plusieurs pages en même temps, jusqu’à 10k URLs par lot.

XCrawl

Options de livraison multiples

Recevez vos données via SFTP, AWSS3 ou récupérez-les via API.

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Scraping programmé

Définissez votre fréquence souhaitée d’extraction automatisée, livrée directement sur votre cloud storage.

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Infrastructure sans maintenance

Supprimez les soucis de proxies et d’infrastructure. Plus besoin de bâtir des systèmes de crawler.

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Très évolutif

Intégration simple et support de personnalisation.

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Support 24/7

Profitez d’un support professionnel pour toute question ou problème.

XCrawl Transparent

Tarification flexible

Tarification transparente de web scraping avec des plans d'abonnement API flexibles. Comparez les coûts d'extraction de données, achetez l'accès crawler et commencez gratuitement — puis évoluez à votre rythme.

Mensuel
Annuel Populaire

Formules évolutives

Formules haut volume pour les équipes en quête de puissance et de support dédié.

Profitez de limites de débit plus élevées, plus de navigateurs concurrents et d’un support prioritaire.

Contacter le service commercial
Nous fournissons des solutions sur mesure d’envergure entreprise

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Que disent nos clients ?

★★★★★
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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Questions fréquentes

Tout ce que vous devez savoir sur XCrawl.

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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