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Instagram Comments, Replies And Subscribers Scraper API

Instagram Comments, Replies And Subscribers Scraper API delivers precise extraction of public comments, threaded replies, and subscriber lists from Instagram posts and profiles. This API ensures reliable data retrieval in structured JSON format, bypassing restrictions without cookies or complex setups. Perfect for developers needing instagram scraper api functionality for analysis and automation.

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What Can You Build With Instagram Comments, Replies And Subscribers Scraper API Scraper?

Build sentiment analysis tools using instagram comments scraper data to gauge user opinions on posts. Create engagement trackers with scrape instagram comments and replies for real-time metrics. Develop subscriber monitoring apps via instagram data scraper to track audience growth and interactions across profiles.

XCrawl

No-Cookie Extraction

Bypass Instagram restrictions without cookies using advanced instagram scraper techniques. Receive clean JSON datasets for comments, replies, and subscribers instantly.

XCrawl

Structured JSON Output

Get parsed data from instagram comments api endpoints including text, authors, timestamps, and engagement metrics for seamless integration.

XCrawl

Anti-Block Technology

Scalable web scraping instagram solution handles rate limits and captchas automatically, ensuring uninterrupted data flow for large-scale crawls.

XCrawl

Python-Ready Integration

Leverage python instagram scraper libraries with REST API calls for quick setup in your data extraction pipelines and automation scripts.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Comments, Replies And Subscribers Scraper API Scrapers

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

instagram comments scraper

Scrape top-level comments from Instagram posts and profiles with full text and metadata.

Scraping method:
  • comment_id
  • text
  • author_username
  • likes_count
  • timestamp
  • post_id
  • is_reply

instagram comments replies and subscribers scraper no cookie

Extract threaded replies and subscriber lists without cookies for comprehensive conversation data.

Scraping method:
  • reply_id
  • parent_comment_id
  • reply_text
  • subscriber_count
  • subscriber_usernames
  • engagement_metrics
  • reply_timestamp
  • depth_level

instagram scraper api

Full API access to scrape instagram comments api endpoints for posts and user interactions.

Scraping method:
  • api_response
  • post_url
  • comment_count
  • total_replies
  • user_profile_link
  • media_url

scrape instagram comments

Targeted scraping of instagram comments from search results or specific posts efficiently.

Scraping method:
  • search_query
  • comment_text
  • author_bio
  • verified_status
  • reply_chain
  • likes
  • timestamp

instagram data scraper

Download instagram data including comments, replies, and subscribers in bulk formats.

Scraping method:
  • data_download_url
  • profile_id
  • subscriber_list
  • comment_dataset
  • reply_threads
  • metrics_summary

instagram comment scraper

Specialized tool for instagram comment downloader functionality on high-volume posts.

Scraping method:
  • downloader_status
  • comment_batch
  • author_id
  • nested_replies
  • engagement_score
  • export_format

Instagram Comments, Replies And Subscribers Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API for programmatic access to instagram scraping api endpoints.

  • XCrawl
    Python SDK
    Use python instagram scraper scripts with async calls for high-speed data extraction and custom parsing.
  • XCrawl
    Node.js Support
    Deploy instagram scraper api in Node.js environments with promise-based requests for scalable crawls.
  • XCrawl
    JSON Webhooks
    Receive real-time instagram data scraper updates via webhooks for instant processing pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the dashboard for visual instagram web scraper setup without coding.

  • XCrawl
    Visual Query Builder
    Select posts and profiles graphically to scrape instagram comments effortlessly.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram data download without manual intervention.
  • XCrawl
    CSV/Excel Export
    Download cleaned datasets from instagram comments replies directly to spreadsheets.

Code examples

Retrieve Instagram Comments, Replies And Subscribers 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 Comments, Replies And Subscribers 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

The instagram scraper api transformed our comment analysis pipeline. Fast, accurate datasets with no cookie issues.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping instagram comments. Easy integration and high-quality JSON output for our campaigns.

Sarah Kim
Sarah Kim
Growth Marketer
5.0

Python instagram scraper works flawlessly. Got subscriber data quickly without any blocks.

Mike Chen
Mike Chen
Python Developer
4.8

Instagram data scraper delivers clean replies and comments. Boosted our sentiment tool immensely.

Luna Patel
Luna Patel
Analytics Lead
4.9

Best instagram scraper for threaded replies. Seamless API and reliable uptime.

David Ortiz
David Ortiz
Backend Dev
5.0

Instagram comments scraper no cookie saved us hours. Structured data is top-notch.

Emma Walsh
Emma Walsh
Product Manager
4.7

Excellent for scrape instagram python scripts. High accuracy on engagement metrics.

Raj Singh
Raj Singh
ML Engineer
5.0

Instagram scraper tool extracts subscribers perfectly. Game-changer for audience insights.

Olivia Grant
Olivia Grant
Marketing Analyst
4.9

Instagram web scraper handles large volumes effortlessly. Love the no-code options too.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Reliable instagram comments api for our research. Fast scraping and precise parsing.

Nina Lopez
Nina Lopez
Data Scientist
5.0

The instagram scraper api transformed our comment analysis pipeline. Fast, accurate datasets with no cookie issues.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping instagram comments. Easy integration and high-quality JSON output for our campaigns.

Sarah Kim
Sarah Kim
Growth Marketer
5.0

Python instagram scraper works flawlessly. Got subscriber data quickly without any blocks.

Mike Chen
Mike Chen
Python Developer
4.8

Instagram data scraper delivers clean replies and comments. Boosted our sentiment tool immensely.

Luna Patel
Luna Patel
Analytics Lead
4.9

Best instagram scraper for threaded replies. Seamless API and reliable uptime.

David Ortiz
David Ortiz
Backend Dev
5.0

Instagram comments scraper no cookie saved us hours. Structured data is top-notch.

Emma Walsh
Emma Walsh
Product Manager
4.7

Excellent for scrape instagram python scripts. High accuracy on engagement metrics.

Raj Singh
Raj Singh
ML Engineer
5.0

Instagram scraper tool extracts subscribers perfectly. Game-changer for audience insights.

Olivia Grant
Olivia Grant
Marketing Analyst
4.9

Instagram web scraper handles large volumes effortlessly. Love the no-code options too.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Reliable instagram comments api for our research. Fast scraping and precise parsing.

Nina Lopez
Nina Lopez
Data Scientist
5.0

The instagram scraper api transformed our comment analysis pipeline. Fast, accurate datasets with no cookie issues.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping instagram comments. Easy integration and high-quality JSON output for our campaigns.

Sarah Kim
Sarah Kim
Growth Marketer
5.0

Python instagram scraper works flawlessly. Got subscriber data quickly without any blocks.

Mike Chen
Mike Chen
Python Developer
4.8

Instagram data scraper delivers clean replies and comments. Boosted our sentiment tool immensely.

Luna Patel
Luna Patel
Analytics Lead
4.9

Best instagram scraper for threaded replies. Seamless API and reliable uptime.

David Ortiz
David Ortiz
Backend Dev
5.0

Instagram comments scraper no cookie saved us hours. Structured data is top-notch.

Emma Walsh
Emma Walsh
Product Manager
4.7

Excellent for scrape instagram python scripts. High accuracy on engagement metrics.

Raj Singh
Raj Singh
ML Engineer
5.0

Instagram scraper tool extracts subscribers perfectly. Game-changer for audience insights.

Olivia Grant
Olivia Grant
Marketing Analyst
4.9

Instagram web scraper handles large volumes effortlessly. Love the no-code options too.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Reliable instagram comments api for our research. Fast scraping and precise parsing.

Nina Lopez
Nina Lopez
Data Scientist
5.0

The instagram scraper api transformed our comment analysis pipeline. Fast, accurate datasets with no cookie issues.

Alex Rivera
Alex Rivera
Data Engineer
4.9

Perfect for scraping instagram comments. Easy integration and high-quality JSON output for our campaigns.

Sarah Kim
Sarah Kim
Growth Marketer
5.0

Python instagram scraper works flawlessly. Got subscriber data quickly without any blocks.

Mike Chen
Mike Chen
Python Developer
4.8

Instagram data scraper delivers clean replies and comments. Boosted our sentiment tool immensely.

Luna Patel
Luna Patel
Analytics Lead
4.9

Best instagram scraper for threaded replies. Seamless API and reliable uptime.

David Ortiz
David Ortiz
Backend Dev
5.0

Instagram comments scraper no cookie saved us hours. Structured data is top-notch.

Emma Walsh
Emma Walsh
Product Manager
4.7

Excellent for scrape instagram python scripts. High accuracy on engagement metrics.

Raj Singh
Raj Singh
ML Engineer
5.0

Instagram scraper tool extracts subscribers perfectly. Game-changer for audience insights.

Olivia Grant
Olivia Grant
Marketing Analyst
4.9

Instagram web scraper handles large volumes effortlessly. Love the no-code options too.

Tom Bradley
Tom Bradley
Full-Stack Dev
5.0

Reliable instagram comments api for our research. Fast scraping and precise parsing.

Nina Lopez
Nina Lopez
Data Scientist
ISO 27001
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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 Comments, Replies And Subscribers Scraper API architecture work?
It uses headless browsers and smart proxies to mimic human behavior, extracting data via instagram scraper api endpoints into structured JSON without cookies.
What is the pricing model for Instagram Comments, Replies And Subscribers Scraper API?
Pay-per-result CPM model based on data volume, with free tier for testing. Scales with usage for cost-effective instagram data scraping.
What data coverage and rate limits apply to Instagram Comments, Replies And Subscribers Scraper API?
Full coverage of public comments, replies, and subscribers. Adaptive rate limits ensure real-time instagram scraping without interruptions.
Is the Instagram Comments, Replies And Subscribers Scraper API legal and compliant?
Yes, focuses on public data extraction per Instagram terms. No private info; complies with robots.txt and fair use for web scraping instagram.
How to integrate Instagram Comments, Replies And Subscribers Scraper API with Python or Node.js?
Simple REST calls with SDKs for python instagram scraper or Node.js. Docs include curl examples and async wrappers for quick setup.

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