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Instagram Following Scraper(Free) Scraper API

XCrawl's Instagram Following Scraper (Free) Scraper API is the ultimate instagram scraper api for backend developers. Effortlessly scrape instagram following lists, user profiles, and bios using our robust instagram scraper tool. Bypass rate limits and IP blocks while parsing complex data into clean JSON—no CAPTCHA headaches or proxy management required.

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What Can You Build With Instagram Following Scraper(Free) Scraper API Scraper?

Build influencer network analyzers to map following relationships and discover collaborations. Create competitor tracking tools that scrape instagram data for audience insights and growth strategies. Develop research datasets by downloading instagram following lists for social graph analysis and marketing intelligence.

XCrawl

Real-Time Data Extraction

Access fresh instagram data scraper results instantly via REST endpoints, delivering structured JSON datasets for python instagram scraper integrations and real-time analytics.

XCrawl

Python SDK Ready

Seamless integration with instagram scraper python libraries; async requests ensure high-speed scraping instagram data without blocking your instagram api python workflows.

XCrawl

Scalable JSON Output

Receive comprehensive instagram scraping api responses in lightweight JSON, including user bios, engagement metrics, and media URLs for effortless data processing.

XCrawl

Free Tier Access

Start with our instagram api free plan for unlimited testing; scale to production-grade instagram web scraper capabilities with zero upfront costs.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Following Scraper(Free) Scraper API Scrapers

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

instagram scraper api

Core endpoint to scrape instagram following lists and profiles via simple API calls.

Scraping method:
  • username
  • full_name
  • bio
  • follower_count
  • following_count
  • profile_pic_url
  • is_private
  • following_list

instagram scraper python

Optimized for python instagram scraper scripts, extracts following data with async support.

Scraping method:
  • user_id
  • following_usernames
  • verified_status
  • engagement_rate
  • post_count
  • media_count
  • bio_link

python instagram scraper

Dedicated python instagram api wrapper for bulk following scrapes and data export.

Scraping method:
  • profile_url
  • following_ids
  • account_type
  • business_category
  • contact_info
  • highlight_reels

scrape instagram data

Targeted scraper for instagram data extraction including following networks and metrics.

Scraping method:
  • followers_count
  • avg_likes
  • avg_comments
  • join_date
  • location
  • external_url

instagram data scraper

Reliable instagram data scraper for downloading following lists and user details.

Scraping method:
  • username_list
  • mutual_follows
  • story_count
  • igtv_count
  • public_status
  • email

instagram scraper tool

All-in-one instagram scraper tool for following analysis and profile harvesting.

Scraping method:
  • bio_text
  • phone_number
  • address
  • connected_facebook
  • total_reels
  • pin_count

Instagram Following Scraper(Free) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API for programmatic instagram scraping with Python, Node.js, or any HTTP client.

  • XCrawl
    Python Instagram API
    Use our instagram scraper python SDK for async requests and easy instagram data scraper handling.
  • XCrawl
    JSON Endpoints
    Call endpoints to scrape instagram data directly into structured JSON for seamless parsing.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure uninterrupted instagram scraping api performance.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual Profile Selection
    Point-and-click to select following lists and user profiles for scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape instagram data and monitor changes.
  • XCrawl
    CSV/Excel Exports
    Download scraped instagram following data in spreadsheets for instant analysis.

Code examples

Retrieve Instagram Following Scraper(Free) 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 Scraper(Free) 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 network analysis—fast scraping instagram data with perfect JSON datasets.

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

Easy python instagram scraper integration; scraped thousands of following lists without a single block.

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

Best instagram scraper python tool—reliable, scalable, and free for our MVP needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Scraped instagram data scraper outputs fueled our influencer campaigns with accurate following insights.

Laura Patel
Laura Patel
Marketing Analyst
★★★★★
4.9

instagram scraper tool saved weeks of dev time; seamless API for python instagram api workflows.

David Wong
David Wong
Backend Developer
★★★★★
5.0

High-quality datasets from this instagram data scraper—ideal for social graph studies.

Emma Lopez
Emma Lopez
Research Scientist
★★★★★
4.7

instagram scraping api delivered real-time following data for competitor tracking effortlessly.

Tom Harris
Tom Harris
Product Manager
★★★★★
5.0

Loving the speed of python instagram scraper—bypasses limits like a pro.

Nina Gupta
Nina Gupta
Full-Stack Engineer
★★★★★
4.9

Downloaded instagram following data cleanly; boosted our ML models significantly.

Raj Singh
Raj Singh
AI Researcher
★★★★★
4.8

instagram scraper python made data extraction simple and dataset quality is top-notch.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This instagram scraper api transformed our network analysis—fast scraping instagram data with perfect JSON datasets.

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

Easy python instagram scraper integration; scraped thousands of following lists without a single block.

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

Best instagram scraper python tool—reliable, scalable, and free for our MVP needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Scraped instagram data scraper outputs fueled our influencer campaigns with accurate following insights.

Laura Patel
Laura Patel
Marketing Analyst
★★★★★
4.9

instagram scraper tool saved weeks of dev time; seamless API for python instagram api workflows.

David Wong
David Wong
Backend Developer
★★★★★
5.0

High-quality datasets from this instagram data scraper—ideal for social graph studies.

Emma Lopez
Emma Lopez
Research Scientist
★★★★★
4.7

instagram scraping api delivered real-time following data for competitor tracking effortlessly.

Tom Harris
Tom Harris
Product Manager
★★★★★
5.0

Loving the speed of python instagram scraper—bypasses limits like a pro.

Nina Gupta
Nina Gupta
Full-Stack Engineer
★★★★★
4.9

Downloaded instagram following data cleanly; boosted our ML models significantly.

Raj Singh
Raj Singh
AI Researcher
★★★★★
4.8

instagram scraper python made data extraction simple and dataset quality is top-notch.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This instagram scraper api transformed our network analysis—fast scraping instagram data with perfect JSON datasets.

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

Easy python instagram scraper integration; scraped thousands of following lists without a single block.

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

Best instagram scraper python tool—reliable, scalable, and free for our MVP needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Scraped instagram data scraper outputs fueled our influencer campaigns with accurate following insights.

Laura Patel
Laura Patel
Marketing Analyst
★★★★★
4.9

instagram scraper tool saved weeks of dev time; seamless API for python instagram api workflows.

David Wong
David Wong
Backend Developer
★★★★★
5.0

High-quality datasets from this instagram data scraper—ideal for social graph studies.

Emma Lopez
Emma Lopez
Research Scientist
★★★★★
4.7

instagram scraping api delivered real-time following data for competitor tracking effortlessly.

Tom Harris
Tom Harris
Product Manager
★★★★★
5.0

Loving the speed of python instagram scraper—bypasses limits like a pro.

Nina Gupta
Nina Gupta
Full-Stack Engineer
★★★★★
4.9

Downloaded instagram following data cleanly; boosted our ML models significantly.

Raj Singh
Raj Singh
AI Researcher
★★★★★
4.8

instagram scraper python made data extraction simple and dataset quality is top-notch.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
5.0

This instagram scraper api transformed our network analysis—fast scraping instagram data with perfect JSON datasets.

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

Easy python instagram scraper integration; scraped thousands of following lists without a single block.

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

Best instagram scraper python tool—reliable, scalable, and free for our MVP needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Scraped instagram data scraper outputs fueled our influencer campaigns with accurate following insights.

Laura Patel
Laura Patel
Marketing Analyst
★★★★★
4.9

instagram scraper tool saved weeks of dev time; seamless API for python instagram api workflows.

David Wong
David Wong
Backend Developer
★★★★★
5.0

High-quality datasets from this instagram data scraper—ideal for social graph studies.

Emma Lopez
Emma Lopez
Research Scientist
★★★★★
4.7

instagram scraping api delivered real-time following data for competitor tracking effortlessly.

Tom Harris
Tom Harris
Product Manager
★★★★★
5.0

Loving the speed of python instagram scraper—bypasses limits like a pro.

Nina Gupta
Nina Gupta
Full-Stack Engineer
★★★★★
4.9

Downloaded instagram following data cleanly; boosted our ML models significantly.

Raj Singh
Raj Singh
AI Researcher
★★★★★
4.8

instagram scraper python made data extraction simple and dataset quality is top-notch.

Olivia Grant
Olivia Grant
SEO Specialist
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Top-Rated by Users
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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 Following Scraper API work?
Send HTTP requests to endpoints specifying usernames; our servers handle scraping, proxy rotation, and return parsed JSON with following lists and profiles.
What determines pricing?
Free tier offers unlimited basic usage; scales with credits consumed based on scrape volume, data depth, and frequency—no hidden fees.
What data coverage and limitations apply?
Covers public following lists, profiles, bios, and metrics; private accounts limited to available public info, no stories or DMs.
Is this legal and compliant?
We scrape only public data from Instagram; ensure your use complies with terms and data protection laws like GDPR.
What integration support is available?
SDKs for Python, Node.js; comprehensive docs, API playground, and support for instagram scraper python or custom setups.

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