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Milvus Integration Scraper API

XCrawl's Milvus Integration Scraper API is the best data integration tool for scraping websites, offering seamless apify integrations. Effortlessly extract structured data like product details, reviews, and user profiles, then pipe it directly into Milvus for vector embeddings and AI-powered search, solving parsing complexities and ensuring scalable, real-time ingestion.

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What Can You Build With Milvus Integration Scraper API Scraper?

Build AI-driven price monitoring systems tracking pricing history and variants in Milvus vectors, conduct review analysis for sentiment insights from verified purchases, and enable competitor tracking via search results and seller information. Leverage engagement metrics and comments for recommendation engines with unmatched accuracy.

XCrawl

Seamless Milvus Sync

Push scraped JSON datasets directly into Milvus collections using Python or Node.js SDKs, with async support for high-volume real-time updates.

XCrawl

Apify Integrations Ready

Migrate effortlessly from apify integrations, combining familiar workflows with superior data integration for scraping websites.

XCrawl

High-Accuracy Datasets

Extract precise fields like ASIN, ratings, and bios into clean JSON, optimized for Milvus vectorization and downstream ML tasks.

XCrawl

Scalable Real-Time Scraping

Handle massive scrapes with auto-scaling, delivering fresh datasets for dynamic Milvus queries and analytics.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Milvus Integration Scraper API Scrapers

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

User Profiles & Bios Scraper

Scrapes detailed user profiles, bios, and social metadata, formatted for direct Milvus vector embedding.

Scraping method:
  • user_id
  • username
  • bio_text
  • profile_image_url
  • followers_count
  • location
  • join_date

Product Details Scraper

Extracts ASIN, pricing, variants, and specs from products for competitive analysis in Milvus.

Scraping method:
  • ASIN
  • title
  • current_price
  • variants
  • description
  • images
  • category_path

Reviews Scraper

Collects reviews with verified purchase status, ratings, and text for sentiment vectors.

Scraping method:
  • review_id
  • rating
  • review_title
  • review_body
  • verified_purchase
  • date
  • helpful_count

Search Results Scraper

Captures keyword search rankings and listings for market intelligence.

Scraping method:
  • keyword
  • ranking_position
  • ASIN
  • title_snippet
  • price
  • rating_stars
  • url

Comments Scraper

Pulls threaded comments and replies for conversation analysis in Milvus.

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

Engagement Metrics Scraper

Gathers likes, shares, and metrics for trend detection and vectors.

Scraping method:
  • post_id
  • likes
  • shares
  • views
  • comments_count
  • engagement_rate
  • timestamp

Milvus Integration Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API for developer-friendly scraping with native Milvus insertion endpoints.

  • XCrawl
    Python SDK
    Async Python client handles requests, parsing, and Milvus upserts in one pipeline.
  • XCrawl
    Node.js Support
    Leverage async/await for scalable Node.js apps with apify integrations compatibility.
  • XCrawl
    Custom Webhooks
    Automate Milvus updates post-scrape for real-time data integration workflows.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the dashboard for visual scraping setup and automatic Milvus data syncing.

  • XCrawl
    Visual Data Selection
    Point-and-click to target fields like ASIN or reviews without code.
  • XCrawl
    Scheduled Runs
    Automate recurring scrapes for fresh pricing history and metrics.
  • XCrawl
    CSV/Milvus Export
    Export to CSV/Excel or push directly to Milvus collections seamlessly.

Code examples

Retrieve Milvus 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 Milvus 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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What do our customers say?

★★★★★
5.0

The best data integration tool for scraping websites – apify integrations were a breeze to replace with Milvus sync!

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

Scraped product details and reviews integrate perfectly into Milvus; dataset quality is outstanding.

Sarah Kim
Sarah Kim
ML Engineer
★★★★★
5.0

Fast scraping of search results and pricing history powers our competitor tracking effortlessly.

Mike Chen
Mike Chen
Product Manager
★★★★★
4.8

Easy Python integration for user profiles; accurate data straight to Milvus vectors.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Engagement metrics and comments scraper is a game-changer for our analytics dashboard.

David Wong
David Wong
Growth Hacker
★★★★★
4.9

Seamless apify integrations transition; love the real-time Milvus data flow.

Emma Lopez
Emma Lopez
Data Scientist
★★★★★
5.0

Best tool for scraping seller information and variants – scalable and precise.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Handles large review datasets flawlessly, direct to Milvus for AI models.

Rachel Green
Rachel Green
DevOps Lead
★★★★★
5.0

Verified purchase reviews and bios extraction is spot-on; highly recommend.

Kevin Lee
Kevin Lee
Analytics Manager
★★★★★
4.9

Quick setup for search results scraper; boosts our Milvus-powered search.

Nina Sokolov
Nina Sokolov
Full-Stack Developer
★★★★★
5.0

The best data integration tool for scraping websites – apify integrations were a breeze to replace with Milvus sync!

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

Scraped product details and reviews integrate perfectly into Milvus; dataset quality is outstanding.

Sarah Kim
Sarah Kim
ML Engineer
★★★★★
5.0

Fast scraping of search results and pricing history powers our competitor tracking effortlessly.

Mike Chen
Mike Chen
Product Manager
★★★★★
4.8

Easy Python integration for user profiles; accurate data straight to Milvus vectors.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Engagement metrics and comments scraper is a game-changer for our analytics dashboard.

David Wong
David Wong
Growth Hacker
★★★★★
4.9

Seamless apify integrations transition; love the real-time Milvus data flow.

Emma Lopez
Emma Lopez
Data Scientist
★★★★★
5.0

Best tool for scraping seller information and variants – scalable and precise.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Handles large review datasets flawlessly, direct to Milvus for AI models.

Rachel Green
Rachel Green
DevOps Lead
★★★★★
5.0

Verified purchase reviews and bios extraction is spot-on; highly recommend.

Kevin Lee
Kevin Lee
Analytics Manager
★★★★★
4.9

Quick setup for search results scraper; boosts our Milvus-powered search.

Nina Sokolov
Nina Sokolov
Full-Stack Developer
★★★★★
5.0

The best data integration tool for scraping websites – apify integrations were a breeze to replace with Milvus sync!

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

Scraped product details and reviews integrate perfectly into Milvus; dataset quality is outstanding.

Sarah Kim
Sarah Kim
ML Engineer
★★★★★
5.0

Fast scraping of search results and pricing history powers our competitor tracking effortlessly.

Mike Chen
Mike Chen
Product Manager
★★★★★
4.8

Easy Python integration for user profiles; accurate data straight to Milvus vectors.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Engagement metrics and comments scraper is a game-changer for our analytics dashboard.

David Wong
David Wong
Growth Hacker
★★★★★
4.9

Seamless apify integrations transition; love the real-time Milvus data flow.

Emma Lopez
Emma Lopez
Data Scientist
★★★★★
5.0

Best tool for scraping seller information and variants – scalable and precise.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Handles large review datasets flawlessly, direct to Milvus for AI models.

Rachel Green
Rachel Green
DevOps Lead
★★★★★
5.0

Verified purchase reviews and bios extraction is spot-on; highly recommend.

Kevin Lee
Kevin Lee
Analytics Manager
★★★★★
4.9

Quick setup for search results scraper; boosts our Milvus-powered search.

Nina Sokolov
Nina Sokolov
Full-Stack Developer
★★★★★
5.0

The best data integration tool for scraping websites – apify integrations were a breeze to replace with Milvus sync!

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

Scraped product details and reviews integrate perfectly into Milvus; dataset quality is outstanding.

Sarah Kim
Sarah Kim
ML Engineer
★★★★★
5.0

Fast scraping of search results and pricing history powers our competitor tracking effortlessly.

Mike Chen
Mike Chen
Product Manager
★★★★★
4.8

Easy Python integration for user profiles; accurate data straight to Milvus vectors.

Lisa Patel
Lisa Patel
Backend Developer
★★★★★
5.0

Engagement metrics and comments scraper is a game-changer for our analytics dashboard.

David Wong
David Wong
Growth Hacker
★★★★★
4.9

Seamless apify integrations transition; love the real-time Milvus data flow.

Emma Lopez
Emma Lopez
Data Scientist
★★★★★
5.0

Best tool for scraping seller information and variants – scalable and precise.

Tom Harris
Tom Harris
CTO
★★★★★
4.7

Handles large review datasets flawlessly, direct to Milvus for AI models.

Rachel Green
Rachel Green
DevOps Lead
★★★★★
5.0

Verified purchase reviews and bios extraction is spot-on; highly recommend.

Kevin Lee
Kevin Lee
Analytics Manager
★★★★★
4.9

Quick setup for search results scraper; boosts our Milvus-powered search.

Nina Sokolov
Nina Sokolov
Full-Stack Developer
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 Milvus Integration Scraper API architecture work?
API endpoints trigger scrapers, parse data into JSON, and upsert vectors into Milvus collections via SDKs or webhooks for end-to-end automation.
What factors determine the pricing model?
Pricing scales with scrape requests, data volume processed, Milvus storage/inserts, and optional premium features like priority queues.
What is the data coverage and any limitations?
Comprehensive coverage for public product details, reviews, profiles, and metrics from major sites; limited by robots.txt, rate limits, and dynamic content.
Is the scraper API legal and compliant?
Strictly for public data only, respecting site policies; we recommend reviewing terms of service and consulting legal experts for your use case.
What integration support is provided?
Detailed docs, Python/Node.js SDKs, apify integrations guides, REST examples, and priority support for custom Milvus workflows.

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