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Instagram Following Scraper Pro (No Cookie) Scraper API

XCrawl's Instagram Following Scraper Pro (No Cookie) Scraper API empowers developers to scrape instagram data without cookies or logins. Our instagram scraper api bypasses rate limits, IP blocks, and parsing complexities, delivering structured JSON on instagram profiles, user info, bios, and following lists for seamless instagram scraping.

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What Can You Build With Instagram Following Scraper Pro (No Cookie) Scraper API Scraper?

With our instagram scraper api, build competitor analysis tools tracking influencers' following for market insights, lead generation apps using instagram profile scraper to map user networks, and social graph analyzers extracting instagram user info, engagement metrics, and bios for advanced research and marketing automation.

XCrawl

No Cookie Required

Scrape instagram profiles and following lists without cookie management or authentication using our instagram scraper api for instant access to public datasets.

XCrawl

Python-Ready Integration

Leverage python instagram scraper libraries with REST endpoints for async, high-volume instagram data extraction and real-time processing.

XCrawl

Structured JSON Output

Receive clean JSON datasets with instagram user info, bios, engagement metrics, and media URLs for easy parsing in your instagram scraping tool.

XCrawl

Scalable Performance

Handle millions of requests with built-in proxies and anti-detection, ensuring reliable instagram web scraping at enterprise scale.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Following Scraper Pro (No Cookie) Scraper API Scrapers

Access the most commonly used Instagram Following Scraper Pro (No Cookie) Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram profile scraper

Extract detailed user profiles including bios and stats from Instagram.

Scraping method:
  • username
  • full_name
  • bio
  • profile_pic_url
  • followers_count
  • following_count
  • is_verified

instagram web scraper

Scrape Instagram web pages for public following lists and user networks.

Scraping method:
  • user_id
  • following_usernames
  • follower_count
  • engagement_rate
  • media_count
  • external_url
  • is_private

instagram search api

Search and retrieve Instagram users, profiles, and related following data.

Scraping method:
  • search_query
  • results
  • username
  • bio
  • followers
  • following
  • profile_url

instagram parser

Parse Instagram data into structured formats for following and profiles.

Scraping method:
  • parsed_bio
  • hashtags
  • media_urls
  • comments_count
  • likes_count
  • following_list

instagram data scraper

Gather comprehensive Instagram datasets on users and their followings.

Scraping method:
  • dataset_id
  • user_info
  • bios
  • engagement_metrics
  • media_urls
  • following_profiles
  • scrape_timestamp

instagram scraper tool

Tool for scraping Instagram following relationships and profile details.

Scraping method:
  • tool_session
  • usernames
  • full_profiles
  • follow_status
  • metrics
  • images

Instagram Following Scraper Pro (No Cookie) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful instagram scraper api for programmatic Instagram data extraction.

  • XCrawl
    Python Instagram API
    Use python instagram scraper scripts with SDK for async requests and easy instagram data download.
  • XCrawl
    Node.js Compatibility
    Seamless Node.js integration for scalable instagram web scraping and real-time processing.
  • XCrawl
    Custom Parameters
    Fine-tune endpoints for specific instagram profile scraper needs with JSON responses.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code instagram scraping and data management.

  • XCrawl
    Visual Query Builder
    Select Instagram profiles and following lists via drag-and-drop interface.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for fresh instagram user info without coding.
  • XCrawl
    CSV/Excel Exports
    Download instagram datasets directly in spreadsheet formats for analysis.

Code examples

Retrieve Instagram Following Scraper Pro (No Cookie) 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 Pro (No Cookie) 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

Best instagram scraper api for python instagram scraper projects. Clean JSON datasets and no cookie issues!

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

instagram profile scraper works flawlessly. Fast instagram data extraction without blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Transformed our lead gen with instagram user info. Reliable instagram scraper tool.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Easy python instagram api integration. Scalable for massive instagram scraping.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

instagram web scraper delivers accurate following data. No more manual work.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

High-quality instagram datasets from this scraper. Perfect for social analysis.

Lisa Wong
Lisa Wong
Analyst
★★★★★
5.0

instagram search api is a game-changer. Quick and precise results.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.8

Love the no cookie feature. instagram data scraper saves hours daily.

Sarah Ruiz
Sarah Ruiz
Product Manager
★★★★★
5.0

Structured output ideal for ML on instagram profile scraper data.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.9

Top instagram parser for real-time insights. Highly recommend!

Nina Gupta
Nina Gupta
Founder
★★★★★
5.0

Best instagram scraper api for python instagram scraper projects. Clean JSON datasets and no cookie issues!

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

instagram profile scraper works flawlessly. Fast instagram data extraction without blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Transformed our lead gen with instagram user info. Reliable instagram scraper tool.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Easy python instagram api integration. Scalable for massive instagram scraping.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

instagram web scraper delivers accurate following data. No more manual work.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

High-quality instagram datasets from this scraper. Perfect for social analysis.

Lisa Wong
Lisa Wong
Analyst
★★★★★
5.0

instagram search api is a game-changer. Quick and precise results.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.8

Love the no cookie feature. instagram data scraper saves hours daily.

Sarah Ruiz
Sarah Ruiz
Product Manager
★★★★★
5.0

Structured output ideal for ML on instagram profile scraper data.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.9

Top instagram parser for real-time insights. Highly recommend!

Nina Gupta
Nina Gupta
Founder
★★★★★
5.0

Best instagram scraper api for python instagram scraper projects. Clean JSON datasets and no cookie issues!

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

instagram profile scraper works flawlessly. Fast instagram data extraction without blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Transformed our lead gen with instagram user info. Reliable instagram scraper tool.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Easy python instagram api integration. Scalable for massive instagram scraping.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

instagram web scraper delivers accurate following data. No more manual work.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

High-quality instagram datasets from this scraper. Perfect for social analysis.

Lisa Wong
Lisa Wong
Analyst
★★★★★
5.0

instagram search api is a game-changer. Quick and precise results.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.8

Love the no cookie feature. instagram data scraper saves hours daily.

Sarah Ruiz
Sarah Ruiz
Product Manager
★★★★★
5.0

Structured output ideal for ML on instagram profile scraper data.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.9

Top instagram parser for real-time insights. Highly recommend!

Nina Gupta
Nina Gupta
Founder
★★★★★
5.0

Best instagram scraper api for python instagram scraper projects. Clean JSON datasets and no cookie issues!

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

instagram profile scraper works flawlessly. Fast instagram data extraction without blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Transformed our lead gen with instagram user info. Reliable instagram scraper tool.

Sam Patel
Sam Patel
Growth Marketer
★★★★★
4.8

Easy python instagram api integration. Scalable for massive instagram scraping.

Emily Chen
Emily Chen
DevOps Engineer
★★★★★
5.0

instagram web scraper delivers accurate following data. No more manual work.

Mike Thompson
Mike Thompson
CTO
★★★★★
4.9

High-quality instagram datasets from this scraper. Perfect for social analysis.

Lisa Wong
Lisa Wong
Analyst
★★★★★
5.0

instagram search api is a game-changer. Quick and precise results.

David Kim
David Kim
Full-Stack Dev
★★★★★
4.8

Love the no cookie feature. instagram data scraper saves hours daily.

Sarah Ruiz
Sarah Ruiz
Product Manager
★★★★★
5.0

Structured output ideal for ML on instagram profile scraper data.

Tom Harris
Tom Harris
ML Engineer
★★★★★
4.9

Top instagram parser for real-time insights. Highly recommend!

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

Everything you need to know about XCrawl.

How does the Instagram Following Scraper Pro (No Cookie) Scraper API work?
Send REST API requests with usernames or queries; our servers handle proxy rotation, parsing, and return structured JSON with following lists and profile data without needing cookies.
What determines the pricing model?
Pricing is based on API calls volume, data points extracted (e.g., profiles scraped), concurrent requests, and subscription tier for instagram scraping needs.
What Instagram data is covered and any limitations?
Covers public user profiles, bios, following lists, engagement metrics, and media URLs. Limited to public data; private accounts require approval and respect platform changes.
Is using this for Instagram scraping legal and compliant?
We scrape only public Instagram data responsibly. Always review Instagram's terms of service and consult legal experts for your use case.
What integration support is available?
Full docs, Python/Node.js SDKs, code samples for instagram scraper api, and support for custom endpoints via our developer portal.

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