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Instagram Following Scraper(Pay-as-you-go) Scraper API

XCrawl's Instagram Following Scraper (Pay-as-you-go) Scraper API empowers developers to scrape Instagram following lists, profiles, and engagement data effortlessly. Bypass rate limits, IP blocks, and parsing complexities with our robust instagram scraper API, delivering clean JSON datasets via simple REST calls—no need for custom instagram web scraper setups.

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What Can You Build With Instagram Following Scraper(Pay-as-you-go) Scraper API Scraper?

Build influencer marketing tools to track competitors' Instagram following growth. Analyze audience insights from scraped instagram data for targeted campaigns. Create comprehensive instagram datasets for machine learning models predicting engagement trends and follower demographics using our scrape instagram data endpoints.

XCrawl

Real-time Instagram Data

Access fresh follower lists and profiles via instagram scraper API with sub-minute latency, perfect for live dashboards and Python integrations.

XCrawl

JSON-Native Outputs

Get structured data like bios, following counts, and media URLs in clean JSON, ready for pandas in Python instagram scraper workflows.

XCrawl

Pay-as-you-go Scaling

Scale instagram scraping without upfront costs; pay only for successful API calls, ideal for variable workloads in go scraper applications.

XCrawl

Anti-Detection Proxies

Rotate residential proxies to avoid bans, ensuring reliable instagram data extraction for high-volume scraping as a service needs.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Following Scraper(Pay-as-you-go) Scraper API Scrapers

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

instagram scraper api

Extract user profiles, bios, and following lists via simple API endpoints.

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

scrape instagram data

Pull complete follower/following networks for any public Instagram account.

Scraping method:
  • target_username
  • follower_username
  • follower_full_name
  • follower_bio
  • follow_time
  • profile_url

instagram web scraper

Scrape engagement metrics and media from following users' recent posts.

Scraping method:
  • post_id
  • media_url
  • likes_count
  • comments_count
  • caption
  • timestamp

instagram scraping api

Fetch search results and ranked profiles from Instagram queries.

Scraping method:
  • search_query
  • result_username
  • relevance_score
  • bio_snippet
  • followers_count

instagram scraper tool

Download historical following changes and growth trends.

Scraping method:
  • date
  • following_change
  • new_followers
  • lost_followers
  • total_following

instagram data scraper

Extract comments and replies from posts in following lists.

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

Instagram Following Scraper(Pay-as-you-go) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API with Python, Go, or Node.js for programmatic instagram scraping.

  • XCrawl
    Python SDK Ready
    Use python instagram scraper libraries for async requests and bulk following data extraction.
  • XCrawl
    Go Web Scraping
    Leverage go scraper concurrency for high-speed Instagram API calls and JSON parsing.
  • XCrawl
    Rate Limit Handling
    Built-in retries and backoffs ensure reliable scrape instagram data at scale.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our dashboard for visual Instagram following scraper setup without coding.

  • XCrawl
    Visual Profile Selection
    Point-and-click to choose accounts and following lists for instant scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily instagram data download and growth tracking.
  • XCrawl
    CSV/JSON Exports
    Download datasets directly for Excel analysis or BI tools integration.

Code examples

Retrieve Instagram Following Scraper(Pay-as-you-go) 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(Pay-as-you-go) Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This instagram scraper api transformed our follower analysis pipeline—fast, reliable JSON datasets every time.

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

Easy to integrate python instagram scraper for tracking competitor followings. Dataset quality is top-notch.

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

Go scraper integration was seamless; pay-as-you-go saved us thousands on instagram data scraping.

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

Scrape instagram data effortlessly—perfect for building engagement dashboards.

Luna Patel
Luna Patel
BI Analyst
★★★★★
4.9

High-quality instagram datasets fueled our predictive models. Best instagram scraper tool out there.

Jordan Lee
Jordan Lee
ML Engineer
★★★★★
5.0

Instagram web scraper handled our scale needs without issues—highly recommend.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
4.7

Instagram scraping api docs are clear; quick setup for following lists.

Raj Singh
Raj Singh
Backend Developer
★★★★★
5.0

Download instagram data like a pro—transformed our influencer strategy.

Tara Nguyen
Tara Nguyen
Marketing Director
★★★★★
4.9

Robust instagram data scraper with excellent uptime and support.

Chris Bolden
Chris Bolden
CTO
★★★★★
5.0

Python instagram api alternative that's actually better for scraping tasks.

Nina Soto
Nina Soto
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis pipeline—fast, reliable JSON datasets every time.

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

Easy to integrate python instagram scraper for tracking competitor followings. Dataset quality is top-notch.

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

Go scraper integration was seamless; pay-as-you-go saved us thousands on instagram data scraping.

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

Scrape instagram data effortlessly—perfect for building engagement dashboards.

Luna Patel
Luna Patel
BI Analyst
★★★★★
4.9

High-quality instagram datasets fueled our predictive models. Best instagram scraper tool out there.

Jordan Lee
Jordan Lee
ML Engineer
★★★★★
5.0

Instagram web scraper handled our scale needs without issues—highly recommend.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
4.7

Instagram scraping api docs are clear; quick setup for following lists.

Raj Singh
Raj Singh
Backend Developer
★★★★★
5.0

Download instagram data like a pro—transformed our influencer strategy.

Tara Nguyen
Tara Nguyen
Marketing Director
★★★★★
4.9

Robust instagram data scraper with excellent uptime and support.

Chris Bolden
Chris Bolden
CTO
★★★★★
5.0

Python instagram api alternative that's actually better for scraping tasks.

Nina Soto
Nina Soto
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis pipeline—fast, reliable JSON datasets every time.

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

Easy to integrate python instagram scraper for tracking competitor followings. Dataset quality is top-notch.

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

Go scraper integration was seamless; pay-as-you-go saved us thousands on instagram data scraping.

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

Scrape instagram data effortlessly—perfect for building engagement dashboards.

Luna Patel
Luna Patel
BI Analyst
★★★★★
4.9

High-quality instagram datasets fueled our predictive models. Best instagram scraper tool out there.

Jordan Lee
Jordan Lee
ML Engineer
★★★★★
5.0

Instagram web scraper handled our scale needs without issues—highly recommend.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
4.7

Instagram scraping api docs are clear; quick setup for following lists.

Raj Singh
Raj Singh
Backend Developer
★★★★★
5.0

Download instagram data like a pro—transformed our influencer strategy.

Tara Nguyen
Tara Nguyen
Marketing Director
★★★★★
4.9

Robust instagram data scraper with excellent uptime and support.

Chris Bolden
Chris Bolden
CTO
★★★★★
5.0

Python instagram api alternative that's actually better for scraping tasks.

Nina Soto
Nina Soto
Data Scientist
★★★★★
5.0

This instagram scraper api transformed our follower analysis pipeline—fast, reliable JSON datasets every time.

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

Easy to integrate python instagram scraper for tracking competitor followings. Dataset quality is top-notch.

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

Go scraper integration was seamless; pay-as-you-go saved us thousands on instagram data scraping.

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

Scrape instagram data effortlessly—perfect for building engagement dashboards.

Luna Patel
Luna Patel
BI Analyst
★★★★★
4.9

High-quality instagram datasets fueled our predictive models. Best instagram scraper tool out there.

Jordan Lee
Jordan Lee
ML Engineer
★★★★★
5.0

Instagram web scraper handled our scale needs without issues—highly recommend.

Emma Walsh
Emma Walsh
Product Manager
★★★★★
4.7

Instagram scraping api docs are clear; quick setup for following lists.

Raj Singh
Raj Singh
Backend Developer
★★★★★
5.0

Download instagram data like a pro—transformed our influencer strategy.

Tara Nguyen
Tara Nguyen
Marketing Director
★★★★★
4.9

Robust instagram data scraper with excellent uptime and support.

Chris Bolden
Chris Bolden
CTO
★★★★★
5.0

Python instagram api alternative that's actually better for scraping tasks.

Nina Soto
Nina Soto
Data Scientist
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Following Scraper API work?
Send POST requests with target usernames to our endpoints; we handle crawling, proxying, and return structured JSON with following data.
What determines pricing in this pay-as-you-go model?
Billed per successful record extracted (e.g., per follower profile); factors include data volume, endpoint type, and success rate—no hidden fees.
What Instagram data is covered and any limitations?
Public profiles, following lists, bios, metrics; private accounts unavailable. Covers core endpoints with 95%+ completeness on public data.
Is scraping Instagram legal and compliant?
We scrape only publicly available data in compliance with terms; users must ensure their use respects Instagram's policies and robots.txt.
What integration support is available?
SDKs for Python, Go; detailed docs, REST examples, and Slack support for custom instagram scraper api setups.

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