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Instagram Post Like Scraper API

The Instagram Post Like Scraper API empowers developers to retrieve detailed like data from Instagram posts at scale. This API delivers structured JSON output including liker profiles and timestamps, bypassing restrictions without needing official instagram api access. Ideal for sentiment analysis, influencer tracking, and engagement insights using instagram scraper techniques.

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What Can You Build With Instagram Post Like Scraper API Scraper?

Build social media analytics dashboards to monitor instagram post like scraper bulk data for engagement trends. Create influencer marketing tools that analyze instagram likes search patterns and user interactions. Develop competitive research apps using instagram data scraper for bulk extraction of likes, profiles, and metrics to track viral content performance.

XCrawl

Bulk Like Extraction

Scrape thousands of likes per Instagram post instantly with instagram post like scraper bulk capabilities, delivering structured datasets for Python analysis and real-time processing.

XCrawl

JSON Structured Output

Receive clean, parseable JSON from instagram scraper api endpoints, including user profiles, timestamps, and engagement metrics for seamless integration into databases or BI tools.

XCrawl

Anti-Detection Proxies

Evade Instagram's rate limits and blocks using rotating proxies and smart delays in this instagram scraping tool, ensuring reliable data download instagram without interruptions.

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Python SDK Support

Integrate effortlessly with instagram scraper python libraries or raw HTTP calls, supporting async requests for high-volume instagram data extraction in web apps or scripts.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Post Like Scraper API Scrapers

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

instagram post like scraper bulk

Extract all users who liked a specific Instagram post in bulk for comprehensive engagement analysis.

Scraping method:
  • post_id
  • liker_username
  • liker_id
  • like_timestamp
  • liker_full_name
  • liker_profile_pic
  • is_private

instagram scraper api

RESTful API endpoint for scraping likes, profiles, and post metadata from Instagram.

Scraping method:
  • username
  • post_url
  • like_count
  • likers_list
  • media_type
  • caption

instagram data scraper

Pull structured data on likes, comments, and user info for Instagram posts efficiently.

Scraping method:
  • user_id
  • bio
  • follower_count
  • like_date
  • post_likes
  • engagement_rate

python instagram scraper

Optimized for Python scripts to download instagram likes and post details programmatically.

Scraping method:
  • api_key
  • post_shortcode
  • liker_bio
  • verified_status
  • media_url
  • thumbnail

instagram likes downloader

Download complete lists of likers for any public Instagram post with timestamps.

Scraping method:
  • download_url
  • liker_external_id
  • profile_link
  • like_position
  • batch_id

scrape instagram posts

Scrape likes alongside post content, media, and comments for full context.

Scraping method:
  • post_caption
  • media_urls
  • comment_count
  • total_likes
  • hashtags
  • location

Instagram Post Like Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for programmatic access to instagram post like scraper bulk endpoints.

  • XCrawl
    Python Integration
    Use instagram scraper python SDK with async requests to fetch bulk likes data at scale without hassle.
  • XCrawl
    Node.js Support
    Leverage JavaScript clients for instagram data scraper workflows, handling pagination and retries automatically.
  • XCrawl
    Custom Parameters
    Pass post URLs and limits via JSON payloads for precise instagram scraping api control.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard for visual scraping without coding instagram post like scraper bulk jobs.

  • XCrawl
    Visual Post Selection
    Point-and-click to select Instagram posts and extract likes data effortlessly.
  • XCrawl
    Automated Scheduling
    Set recurring crawls for ongoing instagram data download with one-click setup.
  • XCrawl
    CSV/JSON Export
    Download scraped likes datasets directly in Excel or JSON for quick analysis.

Code examples

Retrieve Instagram Post Like 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 Instagram Post Like 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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
★★★★★
5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
★★★★★
5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
★★★★★
5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

What is the architecture of the Instagram Post Like Scraper API?
Built on a distributed crawling engine with proxy pools and headless browsers, it processes instagram post like scraper bulk requests via REST endpoints returning JSON.
What is the pricing model for Instagram Post Like Scraper API?
Pay-per-result CPM starting at $0.01 per 1K likes, with volume discounts. No subscriptions; scale with usage for instagram data scraper needs.
What data coverage and rate limits apply to Instagram Post Like Scraper API?
Covers public posts' likes with near real-time data; soft limits of 10K likes/minute per IP, scalable with premium proxies.
Is the Instagram Post Like Scraper API legal and compliant?
Yes, extracts only public data per Instagram's ToS, using ethical scraping. No private info; complies with GDPR for public instagram scraping.
How to integrate Instagram Post Like Scraper API with Python or Node.js?
Use our SDKs: pip install for python instagram scraper, or npm for Node. Simple API keys and POST requests handle instagram scraper python workflows.

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