XCrawlGet started in 30 seconds.No credit card required. Explore everything for freeStart Free Trial

Instagram Following Dataset (Full History) cookieless Scraper API

XCrawl's Instagram Following Dataset (Full History) cookieless Scraper API empowers developers to scrape Instagram following lists without cookies or logins. Bypass IP blocks and parsing challenges with our robust instagram scraper API, delivering complete historical data on users' followings via simple REST endpoints for seamless instagram scraping.

Start free trial
Contact Sales

What Can You Build With Instagram Following Dataset (Full History) cookieless Scraper API Scraper?

Build influencer network analyzers using scrape instagram data from full following histories. Create competitor tracking tools to monitor instagram user info changes over time. Develop audience growth dashboards with instagram data download capabilities, enabling precise engagement metrics analysis and trend forecasting with our instagram scraper tool.

XCrawl

Cookieless Full History

Access complete Instagram following datasets without authentication, ensuring reliable data extraction even for private profiles' public follow lists in JSON format.

XCrawl

Python-Ready Integration

Seamless instagram scraper python support with async requests, perfect for building scalable instagram scraping api pipelines in your backend applications.

XCrawl

Real-Time Data Delivery

Get fresh instagram data scraper outputs instantly, with high-fidelity user profiles, bios, and engagement metrics for real-time analytics dashboards.

XCrawl

Anti-Block Technology

Advanced proxies and rate-limiting evasion for uninterrupted instagram web scraping, delivering massive datasets without CAPTCHAs or suspensions.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Following Dataset (Full History) cookieless Scraper API Scrapers

Access the most commonly used Instagram Following Dataset (Full History) cookieless Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram scraper api

Extract full historical following lists from any Instagram user profile cookieless.

Scraping method:
  • username
  • full_name
  • bio
  • profile_pic_url
  • follower_count
  • following_count
  • is_verified
  • following_since

scrape instagram data

Retrieve detailed follower relationships and timestamps for network analysis.

Scraping method:
  • target_username
  • followed_username
  • follow_date
  • unfollow_date
  • engagement_rate
  • post_count
  • media_urls

instagram user info

Pull comprehensive profiles of followed users including bios and metrics.

Scraping method:
  • user_id
  • username
  • full_name
  • bio
  • external_url
  • is_private
  • follower_count
  • following_count

scrape instagram posts

Fetch posts from followed accounts with full media and engagement data.

Scraping method:
  • post_id
  • caption
  • media_type
  • media_urls
  • likes_count
  • comments_count
  • timestamp

instagram post scraper

Scrape threaded comments and replies on posts from following lists.

Scraping method:
  • post_id
  • comment_id
  • commenter_username
  • text
  • likes
  • replies_count
  • timestamp

instagram scraper python

Optimized endpoint for Python scripts to build custom instagram data download tools.

Scraping method:
  • batch_id
  • user_list
  • total_follows
  • historical_changes
  • export_url
  • status
  • error_log

Instagram Following Dataset (Full History) cookieless Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful instagram scraping api directly into your Python or Node.js apps for programmatic control.

  • XCrawl
    Python SDK
    Use instagram scraper python library for async, high-volume requests with built-in retries and JSON parsing.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes by date ranges, user IDs, or depth for precise instagram data scraping workflows.
  • XCrawl
    Webhook Callbacks
    Receive real-time notifications on scrape completion for automated instagram data download pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual Profile Selection
    Point-and-click to select Instagram users and following datasets for instant scraping.
  • XCrawl
    Automated Scheduling
    Set recurring crawls for ongoing instagram data extraction and historical tracking.
  • XCrawl
    CSV/JSON Exports
    Download clean datasets directly for analysis in Excel or BI tools.

Code examples

Retrieve Instagram Following Dataset (Full History) cookieless 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 Following Dataset (Full History) cookieless 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

Explore more solutions

P
Precious Metal Price Scraper API

Unlock real-time precious metal prices with XCrawl's Precious Metal Price Scraper API, the ultimate price scraper tool for developers. Effortlessly scrape prices from websites, bypass parsing challenges, and integrate web scraping prices into your apps without IP blocks or manual headaches. Perfect for price scraping python scripts or scalable price crawling services.

Learn More
K
Kayak Scraper API

XCrawl's Kayak Scraper API simplifies web scraping Kayak for flights, hotels, and car rentals. Effortlessly extract real-time prices, itineraries, and deals while bypassing CAPTCHAs, IP blocking, and complex parsing challenges. Get structured JSON data instantly for your travel apps or analytics.

Learn More
2
2gis Places Scraper API

XCrawl's 2gis Places Scraper API delivers a powerful places api for extracting rich 2GIS places data. Overcome bots place restrictions and rate limits with our robust infrastructure, building comprehensive places dataset in structured JSON. Ideal for developers needing reliable, scalable access to location intelligence without parsing headaches.

Learn More
P
Playwright Mcp Scraper API

Harness the power of playwright web scraping with Playwright Mcp Scraper API, the ultimate playwright scraper for developers. Built on playwright python and web scraping playwright frameworks, it automates playwright crawler tasks, handles dynamic content, and delivers clean JSON data without IP blocks or parsing headaches—perfect for python playwright automation.

Learn More
T
Tiktok data scraper from video url Scraper API

XCrawl's TikTok data scraper from video URL Scraper API empowers developers to scrape TikTok data effortlessly. This tiktok scraper and tiktok api extracts video details, user profiles, comments, and engagement metrics from any TikTok video URL. Bypass blocks with our robust url scraper, delivering clean JSON via simple API calls—no Python headaches or parsing woes.

Learn More
c
cnc-smart-estimator Scraper API

The cnc-smart-estimator Scraper API is the ultimate smart scraper for developers targeting precise data extraction from the cnc-smart-estimator platform. Our intelligent smart crawler overcomes parsing hurdles, rate limits, and dynamic content to deliver reliable, structured JSON via REST endpoints—empowering your apps without proxy hassles.

Learn More

What do our customers say?

★★★★★
5.0

This instagram scraper api transformed our follower analytics—full history datasets in JSON, super fast integration with Python.

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

Effortless scrape instagram data for competitor tracking. Cookieless design means no more login headaches!

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

Instagram scraper python SDK is a game-changer. Accurate instagram user info and scalable for our pipelines.

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

Love the instagram data download speed and dataset quality. Perfect for building network graphs.

Luna Patel
Luna Patel
Analytics Lead
★★★★★
5.0

Reliable instagram scraping api with anti-block tech. Handles massive volumes without issues.

David Ortiz
David Ortiz
CTO
★★★★★
4.9

Scrape instagram posts and followings seamlessly. Easy dashboard exports saved us weeks.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
5.0

Top-tier instagram data scraper for training models. Full history precision is unmatched.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.7

Instagram post scraper delivers rich engagement metrics. Great value for influencer research.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Python instagram scraper integration was plug-and-play. Cookieless scraping rocks!

Tom Bradley
Tom Bradley
DevOps Specialist
★★★★★
4.9

Comprehensive instagram data extraction for dashboards. Testimonials don't lie—this works flawlessly.

Nina Lopez
Nina Lopez
BI Consultant
★★★★★
5.0

This instagram scraper api transformed our follower analytics—full history datasets in JSON, super fast integration with Python.

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

Effortless scrape instagram data for competitor tracking. Cookieless design means no more login headaches!

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

Instagram scraper python SDK is a game-changer. Accurate instagram user info and scalable for our pipelines.

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

Love the instagram data download speed and dataset quality. Perfect for building network graphs.

Luna Patel
Luna Patel
Analytics Lead
★★★★★
5.0

Reliable instagram scraping api with anti-block tech. Handles massive volumes without issues.

David Ortiz
David Ortiz
CTO
★★★★★
4.9

Scrape instagram posts and followings seamlessly. Easy dashboard exports saved us weeks.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
5.0

Top-tier instagram data scraper for training models. Full history precision is unmatched.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.7

Instagram post scraper delivers rich engagement metrics. Great value for influencer research.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Python instagram scraper integration was plug-and-play. Cookieless scraping rocks!

Tom Bradley
Tom Bradley
DevOps Specialist
★★★★★
4.9

Comprehensive instagram data extraction for dashboards. Testimonials don't lie—this works flawlessly.

Nina Lopez
Nina Lopez
BI Consultant
★★★★★
5.0

This instagram scraper api transformed our follower analytics—full history datasets in JSON, super fast integration with Python.

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

Effortless scrape instagram data for competitor tracking. Cookieless design means no more login headaches!

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

Instagram scraper python SDK is a game-changer. Accurate instagram user info and scalable for our pipelines.

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

Love the instagram data download speed and dataset quality. Perfect for building network graphs.

Luna Patel
Luna Patel
Analytics Lead
★★★★★
5.0

Reliable instagram scraping api with anti-block tech. Handles massive volumes without issues.

David Ortiz
David Ortiz
CTO
★★★★★
4.9

Scrape instagram posts and followings seamlessly. Easy dashboard exports saved us weeks.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
5.0

Top-tier instagram data scraper for training models. Full history precision is unmatched.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.7

Instagram post scraper delivers rich engagement metrics. Great value for influencer research.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Python instagram scraper integration was plug-and-play. Cookieless scraping rocks!

Tom Bradley
Tom Bradley
DevOps Specialist
★★★★★
4.9

Comprehensive instagram data extraction for dashboards. Testimonials don't lie—this works flawlessly.

Nina Lopez
Nina Lopez
BI Consultant
★★★★★
5.0

This instagram scraper api transformed our follower analytics—full history datasets in JSON, super fast integration with Python.

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

Effortless scrape instagram data for competitor tracking. Cookieless design means no more login headaches!

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

Instagram scraper python SDK is a game-changer. Accurate instagram user info and scalable for our pipelines.

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

Love the instagram data download speed and dataset quality. Perfect for building network graphs.

Luna Patel
Luna Patel
Analytics Lead
★★★★★
5.0

Reliable instagram scraping api with anti-block tech. Handles massive volumes without issues.

David Ortiz
David Ortiz
CTO
★★★★★
4.9

Scrape instagram posts and followings seamlessly. Easy dashboard exports saved us weeks.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
5.0

Top-tier instagram data scraper for training models. Full history precision is unmatched.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.7

Instagram post scraper delivers rich engagement metrics. Great value for influencer research.

Olivia Grant
Olivia Grant
Marketing Analyst
★★★★★
5.0

Python instagram scraper integration was plug-and-play. Cookieless scraping rocks!

Tom Bradley
Tom Bradley
DevOps Specialist
★★★★★
4.9

Comprehensive instagram data extraction for dashboards. Testimonials don't lie—this works flawlessly.

Nina Lopez
Nina Lopez
BI Consultant
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Following Dataset Scraper API work?
Send a simple REST request with a target username; our cookieless crawlers fetch and structure full historical following data into JSON, handling pagination and anti-bot measures automatically.
What factors determine pricing?
Pricing scales by data volume (records scraped), request frequency, and historical depth requested—no flat fees, pay-per-successful-record model.
What data coverage and limitations apply?
Full public following histories for any user, including profiles, bios, and timestamps. Private accounts limited to visible data; no private DMs or stories.
Is this legal and compliant?
We scrape only publicly available data, adhering to robots.txt and terms where possible. Users must ensure their own compliance with Instagram's policies and local laws.
What integration support is available?
Official Python, Node.js SDKs, REST docs, and webhook support. Dashboard for no-code, plus 24/7 API uptime with dedicated Slack channel for enterprise users.

Get the data you need.

Let us handle the data collection while you focus on your work.

Start for Free