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Instagram Like & Comments Scraper API

Unlock Instagram data effortlessly with XCrawl's Instagram Like & Comments Scraper API. This powerful instagram scraper api bypasses rate limits and blocks, delivering clean JSON data from posts, comments, likes, and followers. Perfect for developers needing to scrape instagram comments, scrape instagram followers, or build custom instagram scraping tools without hassle.

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What Can You Build With Instagram Like & Comments Scraper API Scraper?

Build sentiment analysis tools using our instagram comment scraper to scrape instagram comments and gauge audience reactions. Track competitor growth with instagram followers scraper for precise follower counts. Create engagement dashboards by scraping instagram likes and comments data, enabling real-time instagram data scraping for marketing insights and trend monitoring.

XCrawl

Real-time JSON Data

Get structured instagram data in JSON format instantly, ideal for python instagram scraper integrations and seamless data pipelines.

XCrawl

Rate Limit Bypass

Overcome instagram api limits with smart proxy rotation and anti-detection, ensuring reliable scraping instagram data at scale.

XCrawl

Python SDK Ready

Effortless integration via python instagram api wrappers, supporting async requests for high-volume instagram scraping api tasks.

XCrawl

99.9% Uptime Guarantee

Enterprise-grade reliability for instagram scraper tool usage, with automatic retries and error handling for uninterrupted data extraction.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Like & Comments Scraper API Scrapers

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

instagram comment scraper

Extract comments from Instagram posts, including threaded replies and user details.

Scraping method:
  • comment_id
  • comment_text
  • user_id
  • user_username
  • likes_count
  • reply_count
  • timestamp
  • is_author

instagram followers scraper

Scrape complete follower lists from Instagram profiles with pagination support.

Scraping method:
  • follower_id
  • username
  • full_name
  • profile_pic_url
  • is_private
  • follower_count
  • following_count

instagram post scraper

Pull detailed data from Instagram posts, stories, and reels including media.

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

scrape instagram comments

Deep scrape of comments with sentiment flags and nested replies for analysis.

Scraping method:
  • parent_comment_id
  • text
  • author_id
  • author_username
  • like_count
  • reply_to_id
  • created_at

instagram scraper followers

Targeted follower extraction for specific users, with verification status.

Scraping method:
  • user_id
  • username
  • bio
  • follower_count
  • is_verified
  • posts_count
  • profile_url

instagram post scraper

Comprehensive post data including engagement metrics and hashtags.

Scraping method:
  • shortcode
  • owner_id
  • thumbnail_url
  • video_url
  • view_count
  • hashtags
  • accessibility_caption

Instagram Like & Comments Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API endpoints for instagram scraper api in your Python or Node.js apps.

  • XCrawl
    Python Instagram Scraper
    Use our python instagram api SDK for async scraping instagram data with minimal code.
  • XCrawl
    Custom Parameters
    Fine-tune queries for instagram comment scraper or followers with filters and limits.
  • XCrawl
    Webhook Callbacks
    Receive real-time updates for large instagram scraping api jobs via webhooks.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for instagram scraping without coding expertise.

  • XCrawl
    Visual Query Builder
    Select profiles or posts visually for instagram followers scraper or comments.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrape instagram comments data exports.
  • XCrawl
    CSV/JSON Exports
    Download cleaned instagram data scraper results in multiple formats instantly.

Code examples

Retrieve Instagram Like & Comments 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 Like & Comments 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 comment scraper delivers pristine datasets for our ML models. Fast and reliable!

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

Scraping instagram followers has never been easier. Perfect integration with our analytics stack.

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

Python instagram scraper SDK is a game-changer. Scraped millions of comments effortlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Instagram post scraper provides accurate engagement metrics. Highly recommend for competitors.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Bypasses all instagram api limits seamlessly. Best instagram scraping api we've used.

David Lopez
David Lopez
CTO
★★★★★
4.9

Easy to scrape instagram data for reports. Dashboard exports save hours weekly.

Emma Wilson
Emma Wilson
Social Media Manager
★★★★★
5.0

Instagram followers scraper is precise and scalable. JSON output is flawless.

Raj Singh
Raj Singh
Backend Dev
★★★★★
4.7

Transformed our sentiment analysis with instagram comment scraper data quality.

Olivia Grant
Olivia Grant
Insights Lead
★★★★★
5.0

Instagram scraper tool handles everything. No more manual data collection.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Python instagram api integration is smooth. Rapid prototyping for instagram scraping.

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

This instagram comment scraper delivers pristine datasets for our ML models. Fast and reliable!

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

Scraping instagram followers has never been easier. Perfect integration with our analytics stack.

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

Python instagram scraper SDK is a game-changer. Scraped millions of comments effortlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Instagram post scraper provides accurate engagement metrics. Highly recommend for competitors.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Bypasses all instagram api limits seamlessly. Best instagram scraping api we've used.

David Lopez
David Lopez
CTO
★★★★★
4.9

Easy to scrape instagram data for reports. Dashboard exports save hours weekly.

Emma Wilson
Emma Wilson
Social Media Manager
★★★★★
5.0

Instagram followers scraper is precise and scalable. JSON output is flawless.

Raj Singh
Raj Singh
Backend Dev
★★★★★
4.7

Transformed our sentiment analysis with instagram comment scraper data quality.

Olivia Grant
Olivia Grant
Insights Lead
★★★★★
5.0

Instagram scraper tool handles everything. No more manual data collection.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Python instagram api integration is smooth. Rapid prototyping for instagram scraping.

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

This instagram comment scraper delivers pristine datasets for our ML models. Fast and reliable!

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

Scraping instagram followers has never been easier. Perfect integration with our analytics stack.

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

Python instagram scraper SDK is a game-changer. Scraped millions of comments effortlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Instagram post scraper provides accurate engagement metrics. Highly recommend for competitors.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Bypasses all instagram api limits seamlessly. Best instagram scraping api we've used.

David Lopez
David Lopez
CTO
★★★★★
4.9

Easy to scrape instagram data for reports. Dashboard exports save hours weekly.

Emma Wilson
Emma Wilson
Social Media Manager
★★★★★
5.0

Instagram followers scraper is precise and scalable. JSON output is flawless.

Raj Singh
Raj Singh
Backend Dev
★★★★★
4.7

Transformed our sentiment analysis with instagram comment scraper data quality.

Olivia Grant
Olivia Grant
Insights Lead
★★★★★
5.0

Instagram scraper tool handles everything. No more manual data collection.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Python instagram api integration is smooth. Rapid prototyping for instagram scraping.

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

This instagram comment scraper delivers pristine datasets for our ML models. Fast and reliable!

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

Scraping instagram followers has never been easier. Perfect integration with our analytics stack.

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

Python instagram scraper SDK is a game-changer. Scraped millions of comments effortlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Instagram post scraper provides accurate engagement metrics. Highly recommend for competitors.

Laura Patel
Laura Patel
Product Analyst
★★★★★
5.0

Bypasses all instagram api limits seamlessly. Best instagram scraping api we've used.

David Lopez
David Lopez
CTO
★★★★★
4.9

Easy to scrape instagram data for reports. Dashboard exports save hours weekly.

Emma Wilson
Emma Wilson
Social Media Manager
★★★★★
5.0

Instagram followers scraper is precise and scalable. JSON output is flawless.

Raj Singh
Raj Singh
Backend Dev
★★★★★
4.7

Transformed our sentiment analysis with instagram comment scraper data quality.

Olivia Grant
Olivia Grant
Insights Lead
★★★★★
5.0

Instagram scraper tool handles everything. No more manual data collection.

Tom Harris
Tom Harris
Founder
★★★★★
4.9

Python instagram api integration is smooth. Rapid prototyping for instagram scraping.

Nina Soto
Nina Soto
Data Scientist
ISO 27001
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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 Like & Comments Scraper API work?
Send POST requests to endpoints with profile/post URLs; our cloud crawlers fetch, parse, and return structured JSON data via REST API.
What determines pricing?
Billed by successful records extracted (e.g., comments, likes), data freshness, and volume; no charge for failed requests.
What Instagram data is covered and any limitations?
Covers public posts, comments, likes, followers, profiles; private content inaccessible. Updated for platform changes regularly.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible. Users ensure own compliance; we provide ethical scraping tools.
What integration support is available?
SDKs for Python, Node.js; full docs, code samples, and Slack support for instagram scraper api setup and troubleshooting.

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