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๐Ÿ”” Instagram Following Scraper API

XCrawl's Instagram Following Scraper API empowers developers to scrape instagram following lists, user profiles, and bios without hassle. Overcome Instagram's rate limits, IP blocking, and complex parsing challenges with our robust instagram scraper api, delivering clean JSON data for instagram scraping at scale.

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What Can You Build With ๐Ÿ”” Instagram Following Scraper API Scraper?

Build powerful instagram data scrapers for follower tracking and competitor analysis using our instagram scraper api. Create lead generation tools with instagram profile scraper endpoints, automate instagram data download for market research, and develop real-time instagram web scraper apps for engagement metrics and user insights.

XCrawl

Real-Time Instagram Scraping

Access fresh instagram data via RESTful endpoints with JSON output, perfect for python instagram scraper scripts and async integrations in high-volume instagram scraping workflows.

XCrawl

Proxy-Rotated Requests

Evade blocks with built-in residential proxies, ensuring reliable scrape instagram data operations even for large-scale instagram profile scraper tasks and follower list extractions.

XCrawl

Python SDK Ready

Seamless integration with instagram scraper python libraries; generate datasets instantly for analysis using instagram-scraper python tools and custom instagram api python scripts.

XCrawl

Structured JSON Datasets

Receive parsed instagram data download in consistent JSON format, including bios, engagement metrics, and following lists for easy processing in instagram data scraper pipelines.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available ๐Ÿ”” Instagram Following Scraper API Scrapers

Access the most commonly used ๐Ÿ”” Instagram Following Scraper API data types โ€” fully structured, consistently formatted, and production-ready.

instagram profile scraper

Extract detailed user profiles, bios, and stats from any Instagram account via simple API calls.

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

instagram scraper api

Core API for scraping instagram following lists and public user interactions with anti-ban measures.

Scraping method:
  • user_id
  • following_users
  • follower_count
  • engagement_rate
  • last_post_date
  • media_count
  • verified_status

instagram scraper python

Optimized endpoints for Python devs to build instagram scraper python tools for bulk data extraction.

Scraping method:
  • username_list
  • bio_text
  • profile_url
  • follow_back_status
  • account_age
  • post_urls

python instagram scraper

High-performance scraper for instagram data scraping in Python environments, focusing on following networks.

Scraping method:
  • following_list
  • user_profiles
  • interaction_metrics
  • media_thumbnails
  • comment_counts
  • like_counts

instagram web scraper

Web-based instagram web scraper API to crawl public following data without browser dependencies.

Scraping method:
  • full_profile_data
  • following_profiles
  • bio_keywords
  • external_links
  • highlight_reels

instagram scraper tool

Versatile tool for instagram scraping tools users, delivering follower and following datasets instantly.

Scraping method:
  • network_graph
  • mutual_follows
  • bio_excerpts
  • location_tags
  • story_highlights

๐Ÿ”” Instagram Following Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our REST API directly into your Python or Node.js apps for programmatic instagram scraper api access.

  • XCrawl
    Python Instagram Integration
    Use instagram api python SDK for quick setup; scrape instagram data with async requests and handle pagination effortlessly.
  • XCrawl
    Scalable Async Calls
    Support for high-concurrency instagram scraping api requests, ideal for python instagram scraper scripts processing thousands of profiles.
  • XCrawl
    JSON Response Handling
    Parse structured data from instagram profile scraper endpoints directly in your code for real-time analysis.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code instagram scraper tool operations without writing a single line.

  • XCrawl
    Visual Query Builder
    Select profiles and following lists visually; preview instagram data download before full extraction.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram web scraper runs, monitoring follower changes over time.
  • XCrawl
    CSV/Excel Exports
    Download scraped instagram data scraper results in spreadsheet formats for easy sharing and reporting.

Code examples

Retrieve ๐Ÿ”” Instagram Following 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 Youโ€™re seeing this ad based on the productโ€™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 โ€” 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 Youโ€™re seeing this ad based on the productโ€™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 โ€” 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 ๐Ÿ”” Instagram Following 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 โ€” 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

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What do our customers say?

โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

XCrawl's instagram scraper python integration saved us weeks; dataset quality from instagram profile scraper is impeccable for our analytics.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast scraping of following lists with instagram scraper api โ€“ perfect for lead gen without any blocks.

Sarah Kim
Sarah Kim
Growth Marketer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easy python instagram scraper setup; accurate instagram data download boosted our competitor tracking tool.

Mike Chen
Mike Chen
Full-Stack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Reliable instagram web scraper for profile data; JSON output made parsing instagram scraping a breeze.

Luna Patel
Luna Patel
SEO Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram scraper tool delivers real-time follower insights; scalability is unmatched for our dashboard.

David Ortiz
David Ortiz
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Outstanding instagram data scraper performance; clean datasets from following scrapes enhanced our reports.

Emma Wong
Emma Wong
BI Specialist
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Seamless instagram-scraper python API; handles large-scale instagram data extraction without downtime.

Raj Singh
Raj Singh
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Transformed our workflow with instagram scraper api; precise bios and metrics for audience analysis.

Olivia Grant
Olivia Grant
Marketing Director
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram profile scraper endpoints are robust; quick integration for our custom scraper.

Tyler Brooks
Tyler Brooks
Backend Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Best instagram scraper for python; high-accuracy data fueled our ML models on networks.

Nina Lopez
Nina Lopez
Data Scientist
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

XCrawl's instagram scraper python integration saved us weeks; dataset quality from instagram profile scraper is impeccable for our analytics.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast scraping of following lists with instagram scraper api โ€“ perfect for lead gen without any blocks.

Sarah Kim
Sarah Kim
Growth Marketer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easy python instagram scraper setup; accurate instagram data download boosted our competitor tracking tool.

Mike Chen
Mike Chen
Full-Stack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Reliable instagram web scraper for profile data; JSON output made parsing instagram scraping a breeze.

Luna Patel
Luna Patel
SEO Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram scraper tool delivers real-time follower insights; scalability is unmatched for our dashboard.

David Ortiz
David Ortiz
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Outstanding instagram data scraper performance; clean datasets from following scrapes enhanced our reports.

Emma Wong
Emma Wong
BI Specialist
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Seamless instagram-scraper python API; handles large-scale instagram data extraction without downtime.

Raj Singh
Raj Singh
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Transformed our workflow with instagram scraper api; precise bios and metrics for audience analysis.

Olivia Grant
Olivia Grant
Marketing Director
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram profile scraper endpoints are robust; quick integration for our custom scraper.

Tyler Brooks
Tyler Brooks
Backend Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Best instagram scraper for python; high-accuracy data fueled our ML models on networks.

Nina Lopez
Nina Lopez
Data Scientist
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

XCrawl's instagram scraper python integration saved us weeks; dataset quality from instagram profile scraper is impeccable for our analytics.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast scraping of following lists with instagram scraper api โ€“ perfect for lead gen without any blocks.

Sarah Kim
Sarah Kim
Growth Marketer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easy python instagram scraper setup; accurate instagram data download boosted our competitor tracking tool.

Mike Chen
Mike Chen
Full-Stack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Reliable instagram web scraper for profile data; JSON output made parsing instagram scraping a breeze.

Luna Patel
Luna Patel
SEO Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram scraper tool delivers real-time follower insights; scalability is unmatched for our dashboard.

David Ortiz
David Ortiz
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Outstanding instagram data scraper performance; clean datasets from following scrapes enhanced our reports.

Emma Wong
Emma Wong
BI Specialist
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Seamless instagram-scraper python API; handles large-scale instagram data extraction without downtime.

Raj Singh
Raj Singh
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Transformed our workflow with instagram scraper api; precise bios and metrics for audience analysis.

Olivia Grant
Olivia Grant
Marketing Director
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram profile scraper endpoints are robust; quick integration for our custom scraper.

Tyler Brooks
Tyler Brooks
Backend Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Best instagram scraper for python; high-accuracy data fueled our ML models on networks.

Nina Lopez
Nina Lopez
Data Scientist
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

XCrawl's instagram scraper python integration saved us weeks; dataset quality from instagram profile scraper is impeccable for our analytics.

Alex Rivera
Alex Rivera
Data Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Fast scraping of following lists with instagram scraper api โ€“ perfect for lead gen without any blocks.

Sarah Kim
Sarah Kim
Growth Marketer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Easy python instagram scraper setup; accurate instagram data download boosted our competitor tracking tool.

Mike Chen
Mike Chen
Full-Stack Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
4.8

Reliable instagram web scraper for profile data; JSON output made parsing instagram scraping a breeze.

Luna Patel
Luna Patel
SEO Analyst
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram scraper tool delivers real-time follower insights; scalability is unmatched for our dashboard.

David Ortiz
David Ortiz
Product Manager
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Outstanding instagram data scraper performance; clean datasets from following scrapes enhanced our reports.

Emma Wong
Emma Wong
BI Specialist
โ˜…โ˜…โ˜…โ˜…โ˜…
4.7

Seamless instagram-scraper python API; handles large-scale instagram data extraction without downtime.

Raj Singh
Raj Singh
DevOps Engineer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Transformed our workflow with instagram scraper api; precise bios and metrics for audience analysis.

Olivia Grant
Olivia Grant
Marketing Director
โ˜…โ˜…โ˜…โ˜…โ˜…
4.9

Instagram profile scraper endpoints are robust; quick integration for our custom scraper.

Tyler Brooks
Tyler Brooks
Backend Developer
โ˜…โ˜…โ˜…โ˜…โ˜…
5.0

Best instagram scraper for python; high-accuracy data fueled our ML models on networks.

Nina Lopez
Nina Lopez
Data Scientist
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 Scraper API architecture work?
Our cloud-based instagram scraper api uses headless browsers with proxy rotation to fetch public following lists and profiles, parsing them into structured JSON via REST endpoints.
What factors determine pricing for the scraper?
Pricing scales with request volume, data fields extracted, and concurrency levels; pay-per-successful-record model with free tier for testing instagram scraping.
What Instagram data coverage and limitations apply?
Covers public profiles, bios, following lists, engagement metrics; private accounts and stories require login (not supported); up to 10k records per call.
Is scraping Instagram legal and compliant?
We scrape only public data in compliance with Instagram's terms where permissible; always respect robots.txt and use ethically for your own analysis.
What integration support is available?
Full docs, Python/Node SDKs, webhook support, and Slack/Email for instagram scraper api queries; 24/7 monitoring included.

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