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PGVector Integration Scraper API

XCrawl's PGVector Integration Scraper API revolutionizes data extraction for backend developers. Effortlessly scrape user profiles, product details with ASIN and pricing, reviews, search results, and more. Overcome parsing challenges, IP blocking, and CAPTCHAs with enterprise proxies and AI solvers. Deliver JSON datasets directly to PGVector for vector search, outperforming standard Apify integrations in speed and scalability.

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What Can You Build With PGVector Integration Scraper API Scraper?

Build AI-powered price monitoring tracking ASIN pricing history and variants in real-time. Conduct review analysis on verified purchases and threaded comments for sentiment insights. Enable competitor tracking with search results, best sellers lists, and seller information. Our PGVector-ready datasets support semantic search RAG apps, offering superior Apify integrations for scalable vector databases.

XCrawl

Direct PGVector Upsert

Seamlessly pipe scraped JSON datasets into PGVector with one API call. Supports async Python/Node.js SDKs for real-time vector ingestion and similarity search.

XCrawl

Apify-Compatible Datasets

Export structured data in formats matching Apify actors. JSON outputs with fields like ASIN, ratings, and reviews ready for immediate processing or storage.

XCrawl

Async High-Volume Scraping

Handle thousands of concurrent requests with async endpoints. Python and Node.js clients ensure low-latency extraction for large-scale AI datasets.

XCrawl

Proxy & CAPTCHA Bypass

Rotating residential proxies and AI CAPTCHA solvers deliver reliable real-time data without blocks, perfect for dynamic e-commerce sites.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available PGVector Integration Scraper API Scrapers

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

Product Details Scraper

Extract ASIN, pricing, variants, and media from product pages, formatted for PGVector vectorization.

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

Reviews Scraper

Pull verified reviews, ratings, and text content optimized for sentiment embeddings in PGVector.

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

Search Results Scraper

Capture keyword rankings, titles, and prices from search pages for competitive analysis.

Scraping method:
  • keyword
  • position
  • title
  • url
  • price
  • asin
  • sponsored

Best Sellers Scraper

Scrape category lists and rankings with product details ready for PGVector ingestion.

Scraping method:
  • category
  • rank
  • asin
  • title
  • price
  • image_url

User Profiles Scraper

Fetch bios, engagement metrics, and profile data for semantic profile search.

Scraping method:
  • username
  • bio
  • followers
  • following
  • profile_image
  • location

Pricing History Scraper

Track historical prices and changes over time for trend analysis in vectors.

Scraping method:
  • asin
  • price
  • date
  • currency
  • availability
  • condition

PGVector Integration Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Developers integrate via RESTful API endpoints with Python and Node.js SDKs for full control.

  • XCrawl
    Async SDK Support
    Leverage Python/Node.js libraries for concurrent scraping and PGVector pushes asynchronously.
  • XCrawl
    Custom Query Params
    Fine-tune with keywords, ASINs, categories, and limits for precise data extraction.
  • XCrawl
    Webhook Integrations
    Stream results to webhooks for seamless Apify-like integrations and real-time processing.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Ops teams use the visual dashboard for no-code scraping and PGVector scheduling.

  • XCrawl
    Visual Data Selector
    Point-and-click to choose fields like reviews, ASINs, and profiles without code.
  • XCrawl
    Cron Scheduling
    Automate recurring scrapes for pricing history or search results on your schedule.
  • XCrawl
    Multi-Format Export
    Download CSV, JSON, Excel or auto-export directly to PGVector dashboards.

Code examples

Retrieve PGVector 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 PGVector 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

PGVector integration is flawless—scraped datasets load instantly for our RAG app. Beats Apify integrations hands down.

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

Fast scraping of ASIN pricing and reviews with perfect JSON. Easy Python integration for vector search.

Sarah Chen
Sarah Chen
CTO
★★★★★
5.0

Accurate product details and user profiles scraper. PGVector upsert saved us weeks of dev time.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Review datasets are high-quality for embeddings. Scalable alternative to Apify integrations.

Lisa Patel
Lisa Patel
AI Product Manager
★★★★★
4.9

Search results and best sellers data flows seamlessly to PGVector. Super fast and reliable.

David Kim
David Kim
Growth Hacker
★★★★★
5.0

No more proxy issues—handles pricing history perfectly. Dataset quality is exceptional.

Emma Lopez
Emma Lopez
DevOps Lead
★★★★★
4.7

Threaded comments scraper excels for sentiment analysis. Direct PGVector push is a game-changer.

Raj Singh
Raj Singh
ML Engineer
★★★★★
5.0

Easy integration, accurate seller info and engagement metrics. Ideal for our competitive tracking.

Olivia Grant
Olivia Grant
Founder
★★★★★
4.9

Async API crushes volume scraping. PGVector-ready outputs streamline our pipeline.

Tom Bradley
Tom Bradley
Senior Developer
★★★★★
4.8

Verified reviews and bios are spot-on. Far superior speed to other Apify integrations.

Nina Voss
Nina Voss
Data Scientist
★★★★★
5.0

PGVector integration is flawless—scraped datasets load instantly for our RAG app. Beats Apify integrations hands down.

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

Fast scraping of ASIN pricing and reviews with perfect JSON. Easy Python integration for vector search.

Sarah Chen
Sarah Chen
CTO
★★★★★
5.0

Accurate product details and user profiles scraper. PGVector upsert saved us weeks of dev time.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Review datasets are high-quality for embeddings. Scalable alternative to Apify integrations.

Lisa Patel
Lisa Patel
AI Product Manager
★★★★★
4.9

Search results and best sellers data flows seamlessly to PGVector. Super fast and reliable.

David Kim
David Kim
Growth Hacker
★★★★★
5.0

No more proxy issues—handles pricing history perfectly. Dataset quality is exceptional.

Emma Lopez
Emma Lopez
DevOps Lead
★★★★★
4.7

Threaded comments scraper excels for sentiment analysis. Direct PGVector push is a game-changer.

Raj Singh
Raj Singh
ML Engineer
★★★★★
5.0

Easy integration, accurate seller info and engagement metrics. Ideal for our competitive tracking.

Olivia Grant
Olivia Grant
Founder
★★★★★
4.9

Async API crushes volume scraping. PGVector-ready outputs streamline our pipeline.

Tom Bradley
Tom Bradley
Senior Developer
★★★★★
4.8

Verified reviews and bios are spot-on. Far superior speed to other Apify integrations.

Nina Voss
Nina Voss
Data Scientist
★★★★★
5.0

PGVector integration is flawless—scraped datasets load instantly for our RAG app. Beats Apify integrations hands down.

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

Fast scraping of ASIN pricing and reviews with perfect JSON. Easy Python integration for vector search.

Sarah Chen
Sarah Chen
CTO
★★★★★
5.0

Accurate product details and user profiles scraper. PGVector upsert saved us weeks of dev time.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Review datasets are high-quality for embeddings. Scalable alternative to Apify integrations.

Lisa Patel
Lisa Patel
AI Product Manager
★★★★★
4.9

Search results and best sellers data flows seamlessly to PGVector. Super fast and reliable.

David Kim
David Kim
Growth Hacker
★★★★★
5.0

No more proxy issues—handles pricing history perfectly. Dataset quality is exceptional.

Emma Lopez
Emma Lopez
DevOps Lead
★★★★★
4.7

Threaded comments scraper excels for sentiment analysis. Direct PGVector push is a game-changer.

Raj Singh
Raj Singh
ML Engineer
★★★★★
5.0

Easy integration, accurate seller info and engagement metrics. Ideal for our competitive tracking.

Olivia Grant
Olivia Grant
Founder
★★★★★
4.9

Async API crushes volume scraping. PGVector-ready outputs streamline our pipeline.

Tom Bradley
Tom Bradley
Senior Developer
★★★★★
4.8

Verified reviews and bios are spot-on. Far superior speed to other Apify integrations.

Nina Voss
Nina Voss
Data Scientist
★★★★★
5.0

PGVector integration is flawless—scraped datasets load instantly for our RAG app. Beats Apify integrations hands down.

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

Fast scraping of ASIN pricing and reviews with perfect JSON. Easy Python integration for vector search.

Sarah Chen
Sarah Chen
CTO
★★★★★
5.0

Accurate product details and user profiles scraper. PGVector upsert saved us weeks of dev time.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Review datasets are high-quality for embeddings. Scalable alternative to Apify integrations.

Lisa Patel
Lisa Patel
AI Product Manager
★★★★★
4.9

Search results and best sellers data flows seamlessly to PGVector. Super fast and reliable.

David Kim
David Kim
Growth Hacker
★★★★★
5.0

No more proxy issues—handles pricing history perfectly. Dataset quality is exceptional.

Emma Lopez
Emma Lopez
DevOps Lead
★★★★★
4.7

Threaded comments scraper excels for sentiment analysis. Direct PGVector push is a game-changer.

Raj Singh
Raj Singh
ML Engineer
★★★★★
5.0

Easy integration, accurate seller info and engagement metrics. Ideal for our competitive tracking.

Olivia Grant
Olivia Grant
Founder
★★★★★
4.9

Async API crushes volume scraping. PGVector-ready outputs streamline our pipeline.

Tom Bradley
Tom Bradley
Senior Developer
★★★★★
4.8

Verified reviews and bios are spot-on. Far superior speed to other Apify integrations.

Nina Voss
Nina Voss
Data Scientist
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 PGVector Integration Scraper API architecture work?
Send REST API requests specifying targets like ASIN or keywords; headless browsers scrape, parse to JSON, optionally embed vectors, and upsert directly to your PGVector instance.
What factors determine the pricing model?
Pricing scales with API calls, data volume scraped, compute usage for CAPTCHA/proxies, and PGVector upsert operations. Pay-per-successful-record options available.
What data coverage and limitations apply?
Comprehensive coverage for public product details, reviews, search results, and profiles from major e-commerce sites. Subject to site changes, rate limits, and dynamic content variability.
Is scraping legal and compliant?
We access only public data and recommend users review target site ToS. Our tools support ethical scraping of publicly available information—no private data.
What integration support is provided?
Full docs, Python/Node.js SDKs, webhook examples, and PGVector connection guides. Community Slack and priority support for enterprise Apify integrations migrants.

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