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Instagram Bulk Scraper API

XCrawl's Instagram Bulk Scraper API empowers developers to scrape instagram data at scale, bypassing rate limits, IP blocks, and complex parsing challenges. Seamlessly extract instagram profiles, followers, posts, reels, and hashtags with our robust instagram scraper api, delivering clean JSON for instagram scraping projects in Python or any backend.

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What Can You Build With Instagram Bulk Scraper API Scraper?

Build influencer marketing tools by scraping instagram followers and engagement metrics for audience analysis. Create content trend trackers using instagram hashtag scraper and post data to monitor viral topics. Develop competitor intelligence dashboards with instagram profile scraper and reels insights for strategy optimization.

XCrawl

Real-Time Instagram Scraping

Access fresh instagram data via RESTful endpoints, perfect for python instagram scraper scripts delivering JSON datasets instantly without delays.

XCrawl

Python Instagram API Integration

Leverage our instagram scraper python library for async requests, enabling bulk extraction of followers, posts, and profiles with minimal code.

XCrawl

Scalable Bulk Extraction

Handle millions of instagram scrapers requests daily with auto-rotating proxies, ensuring reliable scraping instagram followers and data export.

XCrawl

Structured JSON Datasets

Receive parsed instagram data in clean JSON format, including bios, media URLs, and metrics, ready for analysis or database ingestion.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Bulk Scraper API Scrapers

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

instagram profile scraper

Extract complete user profiles including bios, stats, and media previews for influencer research.

Scraping method:
  • username
  • full_name
  • bio
  • followers_count
  • following_count
  • post_count
  • profile_pic_url
  • is_private

instagram followers scraper

Bulk scrape instagram followers lists with usernames and profiles for network analysis.

Scraping method:
  • follower_username
  • follower_id
  • full_name
  • profile_pic
  • is_verified
  • bio_preview

instagram post scraper

Pull instagram posts, captions, likes, and comments for content performance tracking.

Scraping method:
  • post_id
  • caption
  • likes_count
  • comments_count
  • media_urls
  • timestamp
  • location
  • hashtags

instagram reels scraper

Scrape short-form videos with views, shares, and engagement data from instagram reels.

Scraping method:
  • reel_id
  • video_url
  • thumbnail_url
  • views_count
  • likes
  • shares
  • duration
  • audio_title

instagram hashtag scraper

Discover top posts and trends by scraping instagram hashtags for market insights.

Scraping method:
  • hashtag
  • post_count
  • top_posts
  • media_type
  • engagement_rate
  • recent_posts

instagram account scraper

Comprehensive account data extraction including highlights, stories, and activity metrics.

Scraping method:
  • account_id
  • username
  • bio
  • external_url
  • contact_info
  • highlight_reels
  • business_category

Instagram Bulk Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API into Python, Node.js, or any backend for programmatic instagram scraping.

  • XCrawl
    Python Instagram Scraper SDK
    Use our instagram scraper python client for async bulk requests and easy instagram data extraction.
  • XCrawl
    JSON REST Endpoints
    Simple HTTP calls return structured instagram scraping data, scalable for high-volume needs.
  • XCrawl
    Custom Parameters
    Filter by usernames, hashtags, or dates for precise scrape instagram followers control.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual instagram scraper tool setup without coding.

  • XCrawl
    Visual Scraper Builder
    Select profiles, posts, or followers via point-and-click for quick instagram data scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape instagram data and receive fresh datasets.
  • XCrawl
    CSV/Excel Exports
    Download scraped instagram followers or posts directly in spreadsheet formats.

Code examples

Retrieve Instagram Bulk 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 Bulk 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 follower analysis—blazing fast and dataset quality is top-notch.

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

Easiest instagram profile scraper I've used; integrated with Python in minutes for bulk extraction.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable instagram followers scraper handles scale perfectly, no more IP bans on our pipelines.

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

Instagram post scraper delivers precise engagement metrics—game-changer for our reports.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Instagram reels scraper api is robust; JSON output feeds our ML models seamlessly.

David Patel
David Patel
CTO
★★★★★
4.9

Love the instagram hashtag scraper for trend tracking—accurate and easy integration.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram scraper SDK made scraping instagram data effortless at enterprise scale.

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

Bulk instagram account scraper exports clean data—saved us weeks of manual work.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Best instagram scraper tool for real-time posts; handles everything flawlessly.

James Lee
James Lee
Full-Stack Developer
★★★★★
4.9

Instagram followers scraper provides rich datasets for our network analysis projects.

Nina Sokolov
Nina Sokolov
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis—blazing fast and dataset quality is top-notch.

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

Easiest instagram profile scraper I've used; integrated with Python in minutes for bulk extraction.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable instagram followers scraper handles scale perfectly, no more IP bans on our pipelines.

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

Instagram post scraper delivers precise engagement metrics—game-changer for our reports.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Instagram reels scraper api is robust; JSON output feeds our ML models seamlessly.

David Patel
David Patel
CTO
★★★★★
4.9

Love the instagram hashtag scraper for trend tracking—accurate and easy integration.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram scraper SDK made scraping instagram data effortless at enterprise scale.

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

Bulk instagram account scraper exports clean data—saved us weeks of manual work.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Best instagram scraper tool for real-time posts; handles everything flawlessly.

James Lee
James Lee
Full-Stack Developer
★★★★★
4.9

Instagram followers scraper provides rich datasets for our network analysis projects.

Nina Sokolov
Nina Sokolov
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis—blazing fast and dataset quality is top-notch.

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

Easiest instagram profile scraper I've used; integrated with Python in minutes for bulk extraction.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable instagram followers scraper handles scale perfectly, no more IP bans on our pipelines.

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

Instagram post scraper delivers precise engagement metrics—game-changer for our reports.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Instagram reels scraper api is robust; JSON output feeds our ML models seamlessly.

David Patel
David Patel
CTO
★★★★★
4.9

Love the instagram hashtag scraper for trend tracking—accurate and easy integration.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram scraper SDK made scraping instagram data effortless at enterprise scale.

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

Bulk instagram account scraper exports clean data—saved us weeks of manual work.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Best instagram scraper tool for real-time posts; handles everything flawlessly.

James Lee
James Lee
Full-Stack Developer
★★★★★
4.9

Instagram followers scraper provides rich datasets for our network analysis projects.

Nina Sokolov
Nina Sokolov
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis—blazing fast and dataset quality is top-notch.

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

Easiest instagram profile scraper I've used; integrated with Python in minutes for bulk extraction.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Reliable instagram followers scraper handles scale perfectly, no more IP bans on our pipelines.

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

Instagram post scraper delivers precise engagement metrics—game-changer for our reports.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Instagram reels scraper api is robust; JSON output feeds our ML models seamlessly.

David Patel
David Patel
CTO
★★★★★
4.9

Love the instagram hashtag scraper for trend tracking—accurate and easy integration.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram scraper SDK made scraping instagram data effortless at enterprise scale.

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

Bulk instagram account scraper exports clean data—saved us weeks of manual work.

Rachel Green
Rachel Green
Marketing Analyst
★★★★★
5.0

Best instagram scraper tool for real-time posts; handles everything flawlessly.

James Lee
James Lee
Full-Stack Developer
★★★★★
4.9

Instagram followers scraper provides rich datasets for our network analysis projects.

Nina Sokolov
Nina Sokolov
Data Scientist
ISO 27001
XCrawlISO 27001
CDPR
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Top-Rated by Users
XCrawlTop-Rated by Users
Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Bulk Scraper API architecture work?
Our cloud-based proxy pool and headless browsers fetch public instagram data, parse it into JSON, and deliver via REST endpoints for seamless integration.
What factors determine pricing?
Pricing scales by monthly credits consumed, based on data volume, scrape frequency, and endpoint complexity—no hidden fees.
What data coverage and limitations apply?
Covers public profiles, posts, followers, reels, and hashtags; private accounts and stories require authentication, with rate limits per Instagram policies.
Is this legal and compliant?
We scrape only publicly available data in compliance with terms; users must ensure their use respects robots.txt and data protection laws.
What integration support is available?
Full docs, Python/Node.js SDKs, webhook support, and Slack/Email channels for troubleshooting instagram scraper api setups.

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