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Instagram Post Like User Extractor Scraper API

Unlock powerful Instagram scraping with the Instagram Post Like User Extractor Scraper API. Effortlessly scrape Instagram data, extract users who liked specific posts, and bypass rate limits or IP blocking. Our instagram scraper API delivers clean JSON datasets for posts, likes, and user profiles—perfect for developers using instagram scraper python or instagram web scraper tools.

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

Build engagement analytics dashboards by scraping instagram posts and extracting liker datasets with instagram post scraper. Create influencer discovery tools using instagram like downloader to track user interactions. Develop competitor monitoring apps with scrape instagram data for real-time instagram data download and post analysis via instagram scraping api.

XCrawl

Real-Time Data Extraction

Access fresh instagram scrape results instantly via REST endpoints, delivering structured JSON with user profiles, bios, and engagement metrics for seamless integration into Python or Node.js apps.

XCrawl

Python SDK Ready

Integrate effortlessly with instagram scraper python libraries; our instagram api python supports async requests for high-volume scraping instagram data without managing proxies or sessions.

XCrawl

Comprehensive User Datasets

Extract detailed liker info including usernames, follower counts, and verification status using instagram post like user extractor—ideal for building rich instagram datasets.

XCrawl

Scalable & Reliable

Handle millions of requests with built-in anti-detection; instagram scraping tool ensures 99.9% uptime for continuous instagram data extraction and post analysis.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Post Like User Extractor Scraper API Scrapers

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

instagram scraper api

Core API endpoint to scrape instagram posts and extract all users who liked them with full profile details.

Scraping method:
  • post_id
  • username
  • full_name
  • profile_pic_url
  • is_verified
  • follower_count
  • is_private
  • bio

instagram post scraper

Target specific posts to download instagram likes and associated user data in structured JSON format.

Scraping method:
  • post_url
  • like_count
  • user_id
  • username
  • engagement_rate
  • media_urls
  • timestamp

scrape instagram posts

Batch scrape multiple instagram posts for likers, comments, and engagement metrics effortlessly.

Scraping method:
  • post_id
  • caption
  • likes
  • user_usernames
  • comment_count
  • media_type
  • post_date

instagram scraper python

Python-optimized scraper for instagram data download, focusing on post likers and user profiles.

Scraping method:
  • user_id
  • full_name
  • profile_url
  • follower_count
  • following_count
  • post_count
  • is_business

download instagram likes

Direct endpoint to download lists of users liking Instagram posts with complete metadata.

Scraping method:
  • like_id
  • username
  • user_link
  • verified_status
  • bio_preview
  • location
  • engagement_metrics

instagram like downloader

Specialized tool for bulk downloading Instagram likes data and exporting user datasets.

Scraping method:
  • post_shortcode
  • liker_username
  • full_name
  • profile_picture
  • account_type
  • public_status

Instagram Post Like User Extractor Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API calls for programmatic Instagram scraping with Python or any HTTP client.

  • XCrawl
    Python Instagram API
    Use instagram scraper python SDK for async, high-throughput requests to scrape instagram data efficiently.
  • XCrawl
    JSON Response Handling
    Receive structured datasets instantly, perfect for pipelines analyzing instagram posts and likes.
  • XCrawl
    Custom Parameters
    Filter by post ID, date ranges, or user types for precise instagram scraping api control.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual Instagram post like user extraction without coding.

  • XCrawl
    Visual Post Selector
    Point-and-click to choose Instagram posts and extract likers with one dashboard setup.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram data download directly from the no-code interface.
  • XCrawl
    CSV/Excel Exports
    Instantly download scraped datasets in user-friendly formats for quick analysis.

Code examples

Retrieve Instagram Post Like User Extractor 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 User Extractor 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

This instagram scraper api transformed our post analysis pipeline—fast scraping instagram data with perfect JSON datasets every time.

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

Easy to integrate instagram post scraper into Python; downloading instagram likes has never been smoother for our campaigns.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram scraper python SDK is a game-changer—reliable scrape instagram posts without hassle or blocks.

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

Outstanding dataset quality from instagram data scraper; built comprehensive user engagement reports effortlessly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Scalable instagram scraping api handles our volume perfectly—top-tier for instagram data download tools.

David Kim
David Kim
CTO
★★★★★
5.0

Love the instagram like downloader feature; quick insights into post likers boosted our strategy.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Seamless integration and accurate parsing make this the best instagram web scraper for production use.

Tom Harris
Tom Harris
Full-Stack Dev
★★★★★
5.0

Instagram scraping tool delivers clean, real-time data—ideal for our dashboard visualizations.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Effortless to scrape instagram data and export datasets; saved our team weeks of dev time.

James Ortiz
James Ortiz
Product Manager
★★★★★
5.0

Python instagram scraper provides precise user info from likes—essential for our social studies.

Nina Sokolov
Nina Sokolov
Researcher
★★★★★
5.0

This instagram scraper api transformed our post analysis pipeline—fast scraping instagram data with perfect JSON datasets every time.

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

Easy to integrate instagram post scraper into Python; downloading instagram likes has never been smoother for our campaigns.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram scraper python SDK is a game-changer—reliable scrape instagram posts without hassle or blocks.

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

Outstanding dataset quality from instagram data scraper; built comprehensive user engagement reports effortlessly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Scalable instagram scraping api handles our volume perfectly—top-tier for instagram data download tools.

David Kim
David Kim
CTO
★★★★★
5.0

Love the instagram like downloader feature; quick insights into post likers boosted our strategy.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Seamless integration and accurate parsing make this the best instagram web scraper for production use.

Tom Harris
Tom Harris
Full-Stack Dev
★★★★★
5.0

Instagram scraping tool delivers clean, real-time data—ideal for our dashboard visualizations.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Effortless to scrape instagram data and export datasets; saved our team weeks of dev time.

James Ortiz
James Ortiz
Product Manager
★★★★★
5.0

Python instagram scraper provides precise user info from likes—essential for our social studies.

Nina Sokolov
Nina Sokolov
Researcher
★★★★★
5.0

This instagram scraper api transformed our post analysis pipeline—fast scraping instagram data with perfect JSON datasets every time.

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

Easy to integrate instagram post scraper into Python; downloading instagram likes has never been smoother for our campaigns.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram scraper python SDK is a game-changer—reliable scrape instagram posts without hassle or blocks.

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

Outstanding dataset quality from instagram data scraper; built comprehensive user engagement reports effortlessly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Scalable instagram scraping api handles our volume perfectly—top-tier for instagram data download tools.

David Kim
David Kim
CTO
★★★★★
5.0

Love the instagram like downloader feature; quick insights into post likers boosted our strategy.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Seamless integration and accurate parsing make this the best instagram web scraper for production use.

Tom Harris
Tom Harris
Full-Stack Dev
★★★★★
5.0

Instagram scraping tool delivers clean, real-time data—ideal for our dashboard visualizations.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Effortless to scrape instagram data and export datasets; saved our team weeks of dev time.

James Ortiz
James Ortiz
Product Manager
★★★★★
5.0

Python instagram scraper provides precise user info from likes—essential for our social studies.

Nina Sokolov
Nina Sokolov
Researcher
★★★★★
5.0

This instagram scraper api transformed our post analysis pipeline—fast scraping instagram data with perfect JSON datasets every time.

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

Easy to integrate instagram post scraper into Python; downloading instagram likes has never been smoother for our campaigns.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram scraper python SDK is a game-changer—reliable scrape instagram posts without hassle or blocks.

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

Outstanding dataset quality from instagram data scraper; built comprehensive user engagement reports effortlessly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Scalable instagram scraping api handles our volume perfectly—top-tier for instagram data download tools.

David Kim
David Kim
CTO
★★★★★
5.0

Love the instagram like downloader feature; quick insights into post likers boosted our strategy.

Lisa Wong
Lisa Wong
Marketing Analyst
★★★★★
4.7

Seamless integration and accurate parsing make this the best instagram web scraper for production use.

Tom Harris
Tom Harris
Full-Stack Dev
★★★★★
5.0

Instagram scraping tool delivers clean, real-time data—ideal for our dashboard visualizations.

Rachel Green
Rachel Green
BI Specialist
★★★★★
4.9

Effortless to scrape instagram data and export datasets; saved our team weeks of dev time.

James Ortiz
James Ortiz
Product Manager
★★★★★
5.0

Python instagram scraper provides precise user info from likes—essential for our social studies.

Nina Sokolov
Nina Sokolov
Researcher
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
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Post Like User Extractor Scraper API work?
Send POST requests with post URLs or IDs to our endpoints; the API handles crawling, extraction, and returns JSON with liker users, profiles, and metrics.
What is the pricing model?
Usage-based: pay per successful record extracted, with tiers for volume, plus free tier for testing; factors include data volume and frequency.
What data coverage and limitations apply?
Covers public posts, likers, user profiles, bios, and engagement; private accounts or restricted posts unavailable; rate-limited by Instagram policies.
Is the scraper legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible; users ensure own compliance with Instagram policies.
What integration support is available?
Full docs, Python/Node SDKs, webhook support, and Slack/email assistance; quickstart guides for instagram scraper api setup.

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