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Instagram Profile Posts Scraper API

XCrawl's Instagram Profile Posts Scraper API empowers developers to scrape Instagram profiles, posts, and comments effortlessly. Bypass rate limits, IP blocks, and complex parsing with our robust instagram scraper API. Extract rich datasets including bios, media URLs, engagement metrics, and threaded replies using simple HTTP requests for instagram scraping at scale.

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What Can You Build With Instagram Profile Posts Scraper API Scraper?

Build competitor analysis tools with instagram profile scraper to track follower growth and post performance. Create sentiment dashboards by scraping instagram comments for real-time insights. Develop engagement trackers using instagram post scraper data to monitor likes, shares, and video views across profiles.

XCrawl

JSON-Native Responses

Receive structured instagram data scraper outputs in clean JSON, perfect for python instagram scraper integrations and seamless database ingestion.

XCrawl

Real-Time Scraping

Fetch live instagram scraping api data on posts, profiles, and comments without delays, enabling dynamic apps with python instagram api compatibility.

XCrawl

High-Volume Handling

Scale your instagram scraper tool to millions of requests daily, with async support for efficient scrape instagram posts workflows in Node.js or Python.

XCrawl

Precise Data Extraction

Capture engagement metrics, media URLs, and bios accurately via instagram post scraper endpoints, ready for ML models or BI tools.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Profile Posts Scraper API Scrapers

Access the most commonly used Instagram Profile Posts Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram profile scraper

Extract complete user profiles including bios, follower counts, and profile pictures.

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

instagram post scraper

Scrape posts from profiles with captions, media, and timestamps.

Scraping method:
  • post_id
  • caption
  • media_type
  • media_urls
  • thumbnail_url
  • timestamp
  • location

instagram comment scraper

Fetch comments and threaded replies on specific posts.

Scraping method:
  • comment_id
  • text
  • username
  • likes_count
  • replies_count
  • timestamp
  • is_author

scrape instagram posts

Bulk extract posts from usernames with pagination support.

Scraping method:
  • post_id
  • shortcode
  • caption
  • likes_count
  • comments_count
  • media_urls
  • owner_username

instagram data scraper

Comprehensive endpoint for profiles, posts, and engagement metrics.

Scraping method:
  • username
  • bio
  • posts
  • engagement_rate
  • media_count
  • top_posts
  • follower_growth

instagram scraper api

Core API for custom instagram scraping queries and data downloads.

Scraping method:
  • query_id
  • results_count
  • data_batch
  • next_page_token
  • rate_limit_remaining
  • scraped_at

Instagram Profile Posts Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful instagram scraper api with Python or Node.js for programmatic instagram scraping.

  • XCrawl
    Python SDK Ready
    Use python instagram scraper libraries with simple post requests to fetch profile and post data instantly.
  • XCrawl
    Async Endpoints
    Handle high-throughput scrape instagram posts via asynchronous calls for scalable applications.
  • XCrawl
    Custom Parameters
    Tailor requests for instagram comment scraper with filters like date ranges and keywords.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual Profile Selection
    Point-and-click to select instagram profiles and posts for instant scraping previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly scrape instagram comments and export fresh datasets.
  • XCrawl
    CSV/JSON Exports
    Download scraped data in multiple formats for easy analysis in Excel or BI tools.

Code examples

Retrieve Instagram Profile Posts 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 Profile Posts 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

The instagram profile scraper delivers pristine JSON datasets, making our competitor tracking pipeline a breeze with python instagram api integration.

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

Scrape instagram posts effortlessly – fast, accurate, and scalable for our social analytics dashboard.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram comment scraper saved us weeks of dev time; easy requests python post setup with reliable data.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect instagram scraper api for extracting engagement metrics – high-quality data every time.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Python instagram scraper integration is seamless; love the structured outputs for model training.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Instagram data scraper handles profiles and posts flawlessly – boosted our insights dramatically.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales beautifully for bulk scrape instagram comments; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
5.0

Instagram post scraper provides real-time data for trend monitoring – game-changer!

Olivia Grant
Olivia Grant
Social Media Strategist
★★★★★
4.9

Effortless instagram scraping tool with post python requests; highly recommend for datasets.

Carlos Mendoza
Carlos Mendoza
Full-Stack Developer
★★★★★
5.0

Instagram scraper python compatibility is top-notch; accurate bios and metrics every scrape.

Nina Walsh
Nina Walsh
BI Analyst
★★★★★
5.0

The instagram profile scraper delivers pristine JSON datasets, making our competitor tracking pipeline a breeze with python instagram api integration.

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

Scrape instagram posts effortlessly – fast, accurate, and scalable for our social analytics dashboard.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram comment scraper saved us weeks of dev time; easy requests python post setup with reliable data.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect instagram scraper api for extracting engagement metrics – high-quality data every time.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Python instagram scraper integration is seamless; love the structured outputs for model training.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Instagram data scraper handles profiles and posts flawlessly – boosted our insights dramatically.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales beautifully for bulk scrape instagram comments; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
5.0

Instagram post scraper provides real-time data for trend monitoring – game-changer!

Olivia Grant
Olivia Grant
Social Media Strategist
★★★★★
4.9

Effortless instagram scraping tool with post python requests; highly recommend for datasets.

Carlos Mendoza
Carlos Mendoza
Full-Stack Developer
★★★★★
5.0

Instagram scraper python compatibility is top-notch; accurate bios and metrics every scrape.

Nina Walsh
Nina Walsh
BI Analyst
★★★★★
5.0

The instagram profile scraper delivers pristine JSON datasets, making our competitor tracking pipeline a breeze with python instagram api integration.

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

Scrape instagram posts effortlessly – fast, accurate, and scalable for our social analytics dashboard.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram comment scraper saved us weeks of dev time; easy requests python post setup with reliable data.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect instagram scraper api for extracting engagement metrics – high-quality data every time.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Python instagram scraper integration is seamless; love the structured outputs for model training.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Instagram data scraper handles profiles and posts flawlessly – boosted our insights dramatically.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales beautifully for bulk scrape instagram comments; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
5.0

Instagram post scraper provides real-time data for trend monitoring – game-changer!

Olivia Grant
Olivia Grant
Social Media Strategist
★★★★★
4.9

Effortless instagram scraping tool with post python requests; highly recommend for datasets.

Carlos Mendoza
Carlos Mendoza
Full-Stack Developer
★★★★★
5.0

Instagram scraper python compatibility is top-notch; accurate bios and metrics every scrape.

Nina Walsh
Nina Walsh
BI Analyst
★★★★★
5.0

The instagram profile scraper delivers pristine JSON datasets, making our competitor tracking pipeline a breeze with python instagram api integration.

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

Scrape instagram posts effortlessly – fast, accurate, and scalable for our social analytics dashboard.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Instagram comment scraper saved us weeks of dev time; easy requests python post setup with reliable data.

Mike Thompson
Mike Thompson
Backend Developer
★★★★★
4.8

Perfect instagram scraper api for extracting engagement metrics – high-quality data every time.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Python instagram scraper integration is seamless; love the structured outputs for model training.

David Kim
David Kim
ML Engineer
★★★★★
5.0

Instagram data scraper handles profiles and posts flawlessly – boosted our insights dramatically.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales beautifully for bulk scrape instagram comments; no more proxy hassles.

Raj Singh
Raj Singh
DevOps Lead
★★★★★
5.0

Instagram post scraper provides real-time data for trend monitoring – game-changer!

Olivia Grant
Olivia Grant
Social Media Strategist
★★★★★
4.9

Effortless instagram scraping tool with post python requests; highly recommend for datasets.

Carlos Mendoza
Carlos Mendoza
Full-Stack Developer
★★★★★
5.0

Instagram scraper python compatibility is top-notch; accurate bios and metrics every scrape.

Nina Walsh
Nina Walsh
BI Analyst
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Profile Posts Scraper API work?
Send HTTP POST requests to endpoints with usernames or post IDs; our servers handle scraping, parsing, and return structured JSON with profiles, posts, and comments.
What is the pricing model?
Usage-based: pay per successful record scraped. Factors include data volume, frequency, and scraper type like instagram comment scraper; no upfront costs.
What data coverage and limitations apply?
Covers public profiles, posts, comments, media URLs, and engagement metrics. Limited to public data; private accounts and stories not supported.
Is using this scraper legal and compliant?
We only scrape publicly available Instagram data, respecting robots.txt and terms where possible. Users must ensure their own compliance with data usage laws.
What integration support is available?
SDKs for Python and Node.js, detailed docs, and API playground. Community forums and priority support for enterprise instagram scraper api users.

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