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Context Layer Scraper API

Context Layer Scraper API enables reliable extraction of public data from Context Layer platforms. This API leverages advanced proxy networks and headless browsers to deliver clean, structured JSON without interruptions. Ideal for backend developers, it supports high-volume requests with minimal setup, ensuring data freshness and compliance.

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What Can You Build With Context Layer Scraper API Scraper?

Build competitive intelligence tools by scraping Context Layer data for market insights. Create AI datasets using the Apify Context Layer scraper for training models on real-time extracts. Develop monitoring dashboards with Context Layer API integrations to track changes in crawling Context Layer content effortlessly.

XCrawl

Structured JSON Output

Receive clean, parseable JSON from every scrape, including nested fields for Context Layer data, enabling instant integration into databases or analytics pipelines.

XCrawl

Proxy Rotation Built-in

Automatic IP rotation prevents blocks during high-volume Context Layer scraping, supporting millions of requests with residential proxies for maximum reliability.

XCrawl

Scalable Async Processing

Handle concurrent requests asynchronously, perfect for real-time applications extracting Context Layer data at scale without performance bottlenecks.

XCrawl

No-Code Dashboard Access

Visual interface for non-devs to configure scrapers, schedule runs, and export Context Layer datasets in CSV or JSON formats seamlessly.

Trusted by Data-Driven Teams Worldwide

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

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Available Context Layer Scraper API Scrapers

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

apify context layer scraper

Apify-powered scraper for bulk extraction of Context Layer profiles and content using actor-based crawling.

Scraping method:
  • profile_id
  • bio
  • followers_count
  • engagement_metrics
  • media_urls
  • post_comments
  • timestamp
  • verified_status

context layer scraper

Dedicated endpoint for scraping search results and category data from Context Layer with full pagination support.

Scraping method:
  • search_query
  • ranking_position
  • result_title
  • result_url
  • snippet
  • media_links
  • publish_date

context layer api

RESTful API for programmatic access to Context Layer user profiles and bios in real-time.

Scraping method:
  • user_id
  • username
  • bio_text
  • profile_image
  • follower_count
  • following_count
  • join_date

context layer crawler

Intelligent crawler navigating threaded comments and replies on Context Layer discussions.

Scraping method:
  • comment_id
  • parent_id
  • author
  • text
  • likes
  • replies_count
  • timestamp

scrape context layer

Targeted scraper for engagement metrics and media assets from Context Layer posts.

Scraping method:
  • post_id
  • likes_count
  • shares
  • views
  • image_urls
  • video_urls
  • hashtags

extract context layer

Precise extractor for best sellers lists and category hierarchies in Context Layer.

Scraping method:
  • category_id
  • product_name
  • rank
  • price
  • seller_info
  • review_count
  • avg_rating

Context Layer Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the Context Layer Scraper API via simple REST endpoints for full programmatic control.

  • XCrawl
    Python Client SDK
    Use our official Python library for async calls, custom headers, and easy authentication in scraping Context Layer data.
  • XCrawl
    Node.js Async Support
    Leverage Node.js promises for high-throughput extraction from Context Layer API endpoints.
  • XCrawl
    Custom Parameters
    Tailor queries with geo-targeting, depth limits, and filters for precise Context Layer crawling.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Access all features through an intuitive dashboard without writing a single line of code.

  • XCrawl
    Visual Scraper Builder
    Point-and-click to select elements for Context Layer data extraction and preview results instantly.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrapes of Context Layer content with email notifications.
  • XCrawl
    CSV/Excel Exports
    Download cleaned datasets from Context Layer scraper runs in multiple formats for analysis.

Code examples

Retrieve Context Layer 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 Context Layer 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 Context Layer scraper delivers flawless JSON datasets – integrated seamlessly into our Python pipeline for real-time analysis.

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

Apify Context Layer scraper saved us weeks; proxy rotation handles massive volumes without blocks.

Sarah Kim
Sarah Kim
CTO
★★★★★
5.0

Extract Context Layer data effortlessly – accurate fields and fast scraping for our ML models.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Context Layer API integration was a breeze; structured output powers our competitor tracking.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Crawling Context Layer has never been easier – high uptime and dataset quality exceed expectations.

David Patel
David Patel
Analytics Lead
★★★★★
4.9

Scrape Context Layer for engagement metrics; no-code dashboard makes scheduling simple.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Context Layer crawler scales perfectly – async support crushes our high-volume needs.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the clean JSON from Context Layer scraper; perfect for training our recommendation engine.

Rachel Nguyen
Rachel Nguyen
Data Scientist
★★★★★
5.0

Scraping Context Layer data is reliable and fast – transformed our market research workflow.

James Ortiz
James Ortiz
Founder
★★★★★
4.9

Apify Context Layer integration boosted our data pipeline efficiency overnight.

Nina Gupta
Nina Gupta
Senior Developer
★★★★★
5.0

The Context Layer scraper delivers flawless JSON datasets – integrated seamlessly into our Python pipeline for real-time analysis.

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

Apify Context Layer scraper saved us weeks; proxy rotation handles massive volumes without blocks.

Sarah Kim
Sarah Kim
CTO
★★★★★
5.0

Extract Context Layer data effortlessly – accurate fields and fast scraping for our ML models.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Context Layer API integration was a breeze; structured output powers our competitor tracking.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Crawling Context Layer has never been easier – high uptime and dataset quality exceed expectations.

David Patel
David Patel
Analytics Lead
★★★★★
4.9

Scrape Context Layer for engagement metrics; no-code dashboard makes scheduling simple.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Context Layer crawler scales perfectly – async support crushes our high-volume needs.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the clean JSON from Context Layer scraper; perfect for training our recommendation engine.

Rachel Nguyen
Rachel Nguyen
Data Scientist
★★★★★
5.0

Scraping Context Layer data is reliable and fast – transformed our market research workflow.

James Ortiz
James Ortiz
Founder
★★★★★
4.9

Apify Context Layer integration boosted our data pipeline efficiency overnight.

Nina Gupta
Nina Gupta
Senior Developer
★★★★★
5.0

The Context Layer scraper delivers flawless JSON datasets – integrated seamlessly into our Python pipeline for real-time analysis.

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

Apify Context Layer scraper saved us weeks; proxy rotation handles massive volumes without blocks.

Sarah Kim
Sarah Kim
CTO
★★★★★
5.0

Extract Context Layer data effortlessly – accurate fields and fast scraping for our ML models.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Context Layer API integration was a breeze; structured output powers our competitor tracking.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Crawling Context Layer has never been easier – high uptime and dataset quality exceed expectations.

David Patel
David Patel
Analytics Lead
★★★★★
4.9

Scrape Context Layer for engagement metrics; no-code dashboard makes scheduling simple.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Context Layer crawler scales perfectly – async support crushes our high-volume needs.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the clean JSON from Context Layer scraper; perfect for training our recommendation engine.

Rachel Nguyen
Rachel Nguyen
Data Scientist
★★★★★
5.0

Scraping Context Layer data is reliable and fast – transformed our market research workflow.

James Ortiz
James Ortiz
Founder
★★★★★
4.9

Apify Context Layer integration boosted our data pipeline efficiency overnight.

Nina Gupta
Nina Gupta
Senior Developer
★★★★★
5.0

The Context Layer scraper delivers flawless JSON datasets – integrated seamlessly into our Python pipeline for real-time analysis.

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

Apify Context Layer scraper saved us weeks; proxy rotation handles massive volumes without blocks.

Sarah Kim
Sarah Kim
CTO
★★★★★
5.0

Extract Context Layer data effortlessly – accurate fields and fast scraping for our ML models.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Context Layer API integration was a breeze; structured output powers our competitor tracking.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Crawling Context Layer has never been easier – high uptime and dataset quality exceed expectations.

David Patel
David Patel
Analytics Lead
★★★★★
4.9

Scrape Context Layer for engagement metrics; no-code dashboard makes scheduling simple.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Context Layer crawler scales perfectly – async support crushes our high-volume needs.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Love the clean JSON from Context Layer scraper; perfect for training our recommendation engine.

Rachel Nguyen
Rachel Nguyen
Data Scientist
★★★★★
5.0

Scraping Context Layer data is reliable and fast – transformed our market research workflow.

James Ortiz
James Ortiz
Founder
★★★★★
4.9

Apify Context Layer integration boosted our data pipeline efficiency overnight.

Nina Gupta
Nina Gupta
Senior 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.

What is the architecture of the Context Layer Scraper API?
Built on headless browsers and proxy pools, the Context Layer Scraper API uses distributed actors for scalable, fault-tolerant scraping of public data.
What is the pricing model for Context Layer Scraper API?
Pay-per-result CPM starting at $0.001, with volume discounts; no subscriptions, only for successful Context Layer data extractions.
What data coverage and rate limits apply to Context Layer scraper?
Full coverage of public profiles, searches, and comments; soft rate limits scale with proxies for real-time Context Layer data access.
Is scraping Context Layer compliant and legal?
Yes, focuses exclusively on public data with ethical crawling practices, respecting robots.txt and terms for Context Layer compliance.
How to integrate Context Layer API with Python or Node.js?
Use our SDKs for Python/Node.js: simple API keys, async endpoints, and webhooks for Context Layer scraper results.

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