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Instagram Following - No Cookies Required Scraper API

Unlock Instagram data effortlessly with the Instagram Following - No Cookies Required Scraper API. This powerful instagram scraper api bypasses traditional hurdles like cookie management and IP blocks, delivering clean, structured JSON data from public profiles and following lists. Perfect for developers seeking a reliable instagram scraping tool without complex authentication.

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What Can You Build With Instagram Following - No Cookies Required Scraper API Scraper?

Build influencer marketing dashboards with instagram profile scraper data for audience insights. Create competitor analysis tools using scrape instagram accounts to track following trends. Develop research datasets via instagram data scraper for academic studies on social network growth and engagement patterns.

XCrawl

No Cookies Needed

Access public Instagram following data without managing sessions or cookies, simplifying your instagram scraper setup for scalable, hassle-free data extraction in Python or any language.

XCrawl

Real-time JSON Output

Get instant, parse-ready JSON responses with user profiles, bios, and following lists, enabling seamless integration into your instagram api python workflows for dynamic applications.

XCrawl

Rate Limit Evasion

Smart proxy rotation and anti-detection ensure uninterrupted instagram scraping api calls, perfect for high-volume instagram data download without bans or throttling.

XCrawl

Python SDK Ready

Leverage our instagram scraper python library for async requests, making it easy to scrape instagram data at scale with minimal code for datasets and analytics.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Following - No Cookies Required Scraper API Scrapers

Access the most commonly used Instagram Following - No Cookies Required Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram scraper api

Core endpoint for extracting public Instagram following lists and profile details without cookies.

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

instagram profile scraper

Fetch comprehensive user profiles including bios and engagement metrics from Instagram accounts.

Scraping method:
  • id
  • username
  • bio
  • external_url
  • is_verified
  • media_count
  • follower_count
  • following_count

instagram account scraper

Scrape detailed account data like following lists and basic stats for public profiles.

Scraping method:
  • account_id
  • username
  • full_name
  • profile_url
  • is_business_account
  • follows_count
  • followed_by_count

scrape instagram accounts

Targeted scraper for multiple accounts' following and follower relationships.

Scraping method:
  • target_username
  • following_list
  • follower_list
  • mutual_follows
  • engagement_rate
  • last_post_date

instagram data scraper

Extract structured data from Instagram for datasets including profiles and lists.

Scraping method:
  • data_id
  • username
  • account_type
  • bio_text
  • media_urls
  • engagement_metrics
  • following_users

python instagram scraper

Optimized for Python integration to scrape Instagram following data efficiently.

Scraping method:
  • user_id
  • handle
  • display_name
  • avatar_url
  • bio
  • total_following
  • privacy_status

Instagram Following - No Cookies Required Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API endpoints for full control in your code.

  • XCrawl
    Python Client Library
    Use our instagram api python SDK for async scraping of following lists with built-in error handling.
  • XCrawl
    Node.js Support
    Effortless instagram scraper api calls in JavaScript with promises for real-time data flows.
  • XCrawl
    Custom Parameters
    Pass queries for specific profiles or depth in following scrapes with JSON responses.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for point-and-click Instagram data extraction.

  • XCrawl
    Visual Profile Selector
    Choose accounts and following lists via UI without writing code.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram data download and notifications.
  • XCrawl
    CSV/JSON Export
    Download scraped datasets instantly in multiple formats for analysis.

Code examples

Retrieve Instagram Following - No Cookies Required 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 - No Cookies Required 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 influencer dataset quality—fast, accurate following lists without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy python instagram scraper integration; scraped thousands of profiles seamlessly for our analytics platform.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Instagram profile scraper delivers real-time data downloads—perfect for tracking competitor accounts.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

No more IP blocks with this instagram scraping tool; reliable for large-scale data extraction.

Laura Patel
Laura Patel
CTO
★★★★★
5.0

Outstanding instagram data scraper—JSON output fueled our social graph models effortlessly.

David Wong
David Wong
ML Engineer
★★★★★
4.9

Scrape instagram accounts in minutes; game-changer for our marketing intelligence dashboard.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Instagram scraper python library is robust—handles rate limits like a pro for daily scrapes.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
4.7

Downloaded instagram account data hassle-free; excellent for academic social network studies.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Best instagram web scraper—no cookies needed, pure efficiency in data pipeline builds.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
4.9

Instagram data download speed and accuracy blew us away for influencer outreach campaigns.

Nina Voss
Nina Voss
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our influencer dataset quality—fast, accurate following lists without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy python instagram scraper integration; scraped thousands of profiles seamlessly for our analytics platform.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Instagram profile scraper delivers real-time data downloads—perfect for tracking competitor accounts.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

No more IP blocks with this instagram scraping tool; reliable for large-scale data extraction.

Laura Patel
Laura Patel
CTO
★★★★★
5.0

Outstanding instagram data scraper—JSON output fueled our social graph models effortlessly.

David Wong
David Wong
ML Engineer
★★★★★
4.9

Scrape instagram accounts in minutes; game-changer for our marketing intelligence dashboard.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Instagram scraper python library is robust—handles rate limits like a pro for daily scrapes.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
4.7

Downloaded instagram account data hassle-free; excellent for academic social network studies.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Best instagram web scraper—no cookies needed, pure efficiency in data pipeline builds.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
4.9

Instagram data download speed and accuracy blew us away for influencer outreach campaigns.

Nina Voss
Nina Voss
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our influencer dataset quality—fast, accurate following lists without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy python instagram scraper integration; scraped thousands of profiles seamlessly for our analytics platform.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Instagram profile scraper delivers real-time data downloads—perfect for tracking competitor accounts.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

No more IP blocks with this instagram scraping tool; reliable for large-scale data extraction.

Laura Patel
Laura Patel
CTO
★★★★★
5.0

Outstanding instagram data scraper—JSON output fueled our social graph models effortlessly.

David Wong
David Wong
ML Engineer
★★★★★
4.9

Scrape instagram accounts in minutes; game-changer for our marketing intelligence dashboard.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Instagram scraper python library is robust—handles rate limits like a pro for daily scrapes.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
4.7

Downloaded instagram account data hassle-free; excellent for academic social network studies.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Best instagram web scraper—no cookies needed, pure efficiency in data pipeline builds.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
4.9

Instagram data download speed and accuracy blew us away for influencer outreach campaigns.

Nina Voss
Nina Voss
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our influencer dataset quality—fast, accurate following lists without cookies!

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy python instagram scraper integration; scraped thousands of profiles seamlessly for our analytics platform.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Instagram profile scraper delivers real-time data downloads—perfect for tracking competitor accounts.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

No more IP blocks with this instagram scraping tool; reliable for large-scale data extraction.

Laura Patel
Laura Patel
CTO
★★★★★
5.0

Outstanding instagram data scraper—JSON output fueled our social graph models effortlessly.

David Wong
David Wong
ML Engineer
★★★★★
4.9

Scrape instagram accounts in minutes; game-changer for our marketing intelligence dashboard.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
5.0

Instagram scraper python library is robust—handles rate limits like a pro for daily scrapes.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
4.7

Downloaded instagram account data hassle-free; excellent for academic social network studies.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Best instagram web scraper—no cookies needed, pure efficiency in data pipeline builds.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
4.9

Instagram data download speed and accuracy blew us away for influencer outreach campaigns.

Nina Voss
Nina Voss
Marketing Director
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
XCrawlEasiest To Use
Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Following Scraper API architecture work?
Send POST requests to endpoints with target usernames; our cloud scrapers fetch public following data, parse it, and return JSON without requiring cookies or logins.
What factors determine pricing?
Pricing scales by API calls, data volume (e.g., following list size), and frequency; starter plans for low-volume instagram scraper use, enterprise for high-throughput.
What data coverage and limitations apply?
Covers public profiles, bios, following lists, and metrics; private accounts or stories unavailable due to platform restrictions on public data only.
Is this compliant and legal for Instagram scraping?
Designed for public data only, adhering to terms where permissible; we recommend checking local laws and using ethically for analysis, not spam.
What integration support is available?
Full docs, Python/Node SDKs, webhook support, and Slack/Email help; quickstarts for instagram api python and dashboard users.

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