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Qdrant Integration Scraper API

XCrawl's Qdrant Integration Scraper API is the ultimate tool for backend developers to extract user profiles & bios, product details (ASIN, pricing, variants), reviews & verified purchase status, search results (keyword/ranking), best sellers lists, and more from the web. Seamlessly push structured JSON data into Qdrant for vector-powered AI apps, solving parsing complexities and integration hassles effortlessly.

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What Can You Build With Qdrant Integration Scraper API Scraper?

Develop AI-driven price monitoring tracking pricing history and seller information with vector similarity search. Analyze customer sentiment from reviews & verified purchase status alongside engagement metrics. Build competitive intelligence platforms using search results (keyword/ranking), best sellers / category lists, and product details for real-time Qdrant insights.

XCrawl

Native Qdrant Upsert

Automatically vectorize and store scraped JSON datasets like product details and reviews directly into Qdrant collections for instant semantic search and ML workflows.

XCrawl

Apify-Compatible API

Migrate seamlessly from Apify integrations with familiar dataset structures, real-time endpoints, and async Python/Node.js SDKs for scalable scraping.

XCrawl

High-Accuracy Parsing

Extract precise fields such as ASIN, pricing, verified purchase status, and engagement metrics in clean JSON, ready for Qdrant embedding.

XCrawl

Async Real-time Scraping

Handle search results, comments & threaded replies, and media URLs with asynchronous requests for low-latency data pipelines into Qdrant.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Qdrant Integration Scraper API Scrapers

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

ASIN Product Scraper

Extract detailed product info including ASIN, pricing, variants, images, and descriptions, auto-pushed to Qdrant.

Scraping method:
  • ASIN
  • title
  • price
  • variants
  • images
  • description
  • bullet_points

Amazon Reviews Scraper

Scrape reviews with verified purchase status, ratings, text, and dates for sentiment analysis in Qdrant.

Scraping method:
  • review_id
  • rating
  • text
  • verified_purchase
  • date
  • helpful_votes
  • user_id

Search Results Scraper

Capture keyword search results with rankings, ASINs, prices, and sponsored flags into Qdrant vectors.

Scraping method:
  • keyword
  • position
  • ASIN
  • title
  • price
  • rating
  • is_sponsored

Best Sellers Scraper

Pull best sellers / category lists with ranks, products, and pricing data for Qdrant benchmarking.

Scraping method:
  • category
  • rank
  • ASIN
  • title
  • price
  • rating

Pricing History Scraper

Track product pricing history over time with timestamps and availability for trend analysis in Qdrant.

Scraping method:
  • ASIN
  • date
  • price
  • currency
  • availability
  • deal_status

Seller Information Scraper

Gather seller details, ratings, feedback, and shipment info for supplier vetting via Qdrant search.

Scraping method:
  • seller_id
  • name
  • rating
  • feedback_count
  • location
  • shipping_info

Qdrant Integration Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API or SDKs for programmatic control over scrapes and Qdrant pushes.

  • XCrawl
    Python/Node.js SDKs
    Async libraries for high-volume extraction of reviews, pricing, and search results with built-in retries.
  • XCrawl
    Custom Query Params
    Parameterize by keywords, ASINs, categories for targeted product details and seller data.
  • XCrawl
    Webhook Integrations
    Stream JSON payloads directly to Qdrant or your pipeline post-scrape.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage the dashboard for visual scraper setup and automated Qdrant syncing without code.

  • XCrawl
    Visual Data Selection
    Point-and-click to target user profiles, reviews, best sellers, and media URLs.
  • XCrawl
    Scheduled Runs
    Automate recurring scrapes for pricing history and engagement metrics on your schedule.
  • XCrawl
    Export & Push Options
    Download CSV/JSON or one-click upload datasets to Qdrant collections.

Code examples

Retrieve Qdrant Integration 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 Qdrant Integration 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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Docling Scraper API

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What do our customers say?

★★★★★
5.0

Game-changer for ASIN product scraper – fast integration with Qdrant and top-notch dataset quality!

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping reviews & verified purchase status has never been easier; Qdrant vectors boost our analysis.

Sarah Chen
Sarah Chen
ML Product Manager
★★★★★
5.0

Love the search results scraper – accurate keyword/ranking data flows perfectly into Qdrant.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Best sellers scraper delivers reliable category lists; pricing history tracking is spot-on.

Emma Lopez
Emma Lopez
Growth Analyst
★★★★★
5.0

Seller information and engagement metrics integrate seamlessly – better than Apify integrations.

David Kim
David Kim
AI Researcher
★★★★★
4.9

Effortless Python SDK for product details; Qdrant push saves hours of custom coding.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Pricing variants and media URLs scraped flawlessly – real-time Qdrant updates rock!

Tom Harris
Tom Harris
E-commerce Specialist
★★★★★
4.7

User profiles & bios data quality is exceptional for our recommendation models in Qdrant.

Rachel Green
Rachel Green
Data Scientist
★★★★★
5.0

Scales perfectly for comments & threaded replies; easy Apify migration to this scraper API.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Accurate extraction of all fields – Qdrant integration makes building AI apps a breeze.

Anna Silva
Anna Silva
Analytics Engineer
★★★★★
5.0

Game-changer for ASIN product scraper – fast integration with Qdrant and top-notch dataset quality!

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping reviews & verified purchase status has never been easier; Qdrant vectors boost our analysis.

Sarah Chen
Sarah Chen
ML Product Manager
★★★★★
5.0

Love the search results scraper – accurate keyword/ranking data flows perfectly into Qdrant.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Best sellers scraper delivers reliable category lists; pricing history tracking is spot-on.

Emma Lopez
Emma Lopez
Growth Analyst
★★★★★
5.0

Seller information and engagement metrics integrate seamlessly – better than Apify integrations.

David Kim
David Kim
AI Researcher
★★★★★
4.9

Effortless Python SDK for product details; Qdrant push saves hours of custom coding.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Pricing variants and media URLs scraped flawlessly – real-time Qdrant updates rock!

Tom Harris
Tom Harris
E-commerce Specialist
★★★★★
4.7

User profiles & bios data quality is exceptional for our recommendation models in Qdrant.

Rachel Green
Rachel Green
Data Scientist
★★★★★
5.0

Scales perfectly for comments & threaded replies; easy Apify migration to this scraper API.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Accurate extraction of all fields – Qdrant integration makes building AI apps a breeze.

Anna Silva
Anna Silva
Analytics Engineer
★★★★★
5.0

Game-changer for ASIN product scraper – fast integration with Qdrant and top-notch dataset quality!

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping reviews & verified purchase status has never been easier; Qdrant vectors boost our analysis.

Sarah Chen
Sarah Chen
ML Product Manager
★★★★★
5.0

Love the search results scraper – accurate keyword/ranking data flows perfectly into Qdrant.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Best sellers scraper delivers reliable category lists; pricing history tracking is spot-on.

Emma Lopez
Emma Lopez
Growth Analyst
★★★★★
5.0

Seller information and engagement metrics integrate seamlessly – better than Apify integrations.

David Kim
David Kim
AI Researcher
★★★★★
4.9

Effortless Python SDK for product details; Qdrant push saves hours of custom coding.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Pricing variants and media URLs scraped flawlessly – real-time Qdrant updates rock!

Tom Harris
Tom Harris
E-commerce Specialist
★★★★★
4.7

User profiles & bios data quality is exceptional for our recommendation models in Qdrant.

Rachel Green
Rachel Green
Data Scientist
★★★★★
5.0

Scales perfectly for comments & threaded replies; easy Apify migration to this scraper API.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Accurate extraction of all fields – Qdrant integration makes building AI apps a breeze.

Anna Silva
Anna Silva
Analytics Engineer
★★★★★
5.0

Game-changer for ASIN product scraper – fast integration with Qdrant and top-notch dataset quality!

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping reviews & verified purchase status has never been easier; Qdrant vectors boost our analysis.

Sarah Chen
Sarah Chen
ML Product Manager
★★★★★
5.0

Love the search results scraper – accurate keyword/ranking data flows perfectly into Qdrant.

Mike Patel
Mike Patel
Backend Developer
★★★★★
4.8

Best sellers scraper delivers reliable category lists; pricing history tracking is spot-on.

Emma Lopez
Emma Lopez
Growth Analyst
★★★★★
5.0

Seller information and engagement metrics integrate seamlessly – better than Apify integrations.

David Kim
David Kim
AI Researcher
★★★★★
4.9

Effortless Python SDK for product details; Qdrant push saves hours of custom coding.

Lisa Wong
Lisa Wong
DevOps Lead
★★★★★
5.0

Pricing variants and media URLs scraped flawlessly – real-time Qdrant updates rock!

Tom Harris
Tom Harris
E-commerce Specialist
★★★★★
4.7

User profiles & bios data quality is exceptional for our recommendation models in Qdrant.

Rachel Green
Rachel Green
Data Scientist
★★★★★
5.0

Scales perfectly for comments & threaded replies; easy Apify migration to this scraper API.

Chris Novak
Chris Novak
CTO
★★★★★
4.9

Accurate extraction of all fields – Qdrant integration makes building AI apps a breeze.

Anna Silva
Anna Silva
Analytics Engineer
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Qdrant Integration Scraper API architecture work?
Send API requests to scrape endpoints for data like ASIN products or reviews; structured JSON is automatically vectorized and upserted to your Qdrant collections via secure webhooks or SDKs.
What factors determine the pricing model?
Pricing scales with successful requests, data volume (e.g., number of reviews or search results), compute usage for parsing, and Qdrant storage/embedding operations.
What data coverage and limitations should I expect?
Comprehensive coverage for user profiles, product details, pricing history, seller information across major sites; subject to rate limits, dynamic content changes, and platform-specific restrictions.
Is scraping legal and compliant?
We scrape only publicly available data; users must ensure compliance with target sites' terms of service and applicable laws like robots.txt adherence.
What integration support is available?
Full docs, Python/Node.js SDKs, REST API examples, webhook configs for Qdrant, and Apify-compatible dataset formats; community Slack and priority support for enterprises.

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