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Instagram_Comments_Scrapper Scraper API

XCrawl's Instagram Comments Scraper API empowers developers to scrape instagram comments, posts, and engagement data effortlessly. Bypass rate limits and parsing hurdles with our robust instagram scraper api, delivering clean JSON responses via simple endpoints. Ideal for instagram scraper python scripts or any backend integration needing reliable instagram data extraction.

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What Can You Build With Instagram_Comments_Scrapper Scraper API Scraper?

Build powerful sentiment analysis tools by scraping instagram comments for real-time insights. Track competitor engagement with instagram comments scraper data on likes and replies. Create custom dashboards for brand monitoring using scraped instagram data, enabling automated alerts on trending discussions and user interactions across posts.

XCrawl

JSON-Native Responses

Receive structured instagram comments data in clean JSON format, perfect for python instagram scraper integrations or database ingestion without manual parsing.

XCrawl

Real-Time Scraping

Extract fresh instagram comments and engagement metrics instantly, supporting high-volume requests for dynamic datasets and live analytics applications.

XCrawl

Python SDK Ready

Seamless integration with instagram scraper python libraries; async support ensures scalable scraping of comments, profiles, and media without delays.

XCrawl

Rate Limit Handling

Smart proxies and delays prevent blocks during intensive instagram scraping sessions, maintaining 99% uptime for continuous data collection.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram_Comments_Scrapper Scraper API Scrapers

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

instagram comment scraper

Extract comments from specific Instagram posts including threaded replies and metadata.

Scraping method:
  • comment_text
  • username
  • timestamp
  • likes_count
  • replies_count
  • parent_id
  • is_verified

scrape instagram comments

Bulk scrape comments across multiple posts or user timelines with full engagement details.

Scraping method:
  • post_id
  • comment_id
  • author_bio
  • engagement_rate
  • media_urls
  • reply_thread
  • created_at

instagram comments scraper

Targeted scraper for user-specific comments, ideal for profile analysis and sentiment tracking.

Scraping method:
  • user_profile
  • bio_text
  • total_comments
  • avg_likes
  • comment_list
  • media_thumbs

instagram comments download

Download comprehensive comment datasets with export options for offline processing.

Scraping method:
  • download_url
  • comment_batch
  • user_id
  • like_metrics
  • reply_depth
  • timestamp_range

instagram post scraper

Scrape full post data including associated comments and engagement stats.

Scraping method:
  • post_caption
  • comment_count
  • video_url
  • image_urls
  • engagement_metrics
  • user_profiles

scrape instagram posts

Fetch posts and nested comments for hashtag or search-based queries.

Scraping method:
  • hashtag_comments
  • search_results
  • threaded_replies
  • bios
  • pricing_history
  • seller_info

Instagram_Comments_Scrapper Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the Instagram Comments Scraper API via REST endpoints for programmatic control.

  • XCrawl
    Python Integration
    Use our instagram scraper python SDK for quick setup, async calls, and bulk scraping of comments.
  • XCrawl
    Node.js Support
    Leverage JavaScript clients for real-time instagram comments scraper operations with promise-based requests.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters for dates, users, or keywords in instagram data extraction.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Utilize the no-code dashboard to visually configure and run instagram scrapers without writing code.

  • XCrawl
    Visual Post Selection
    Point-and-click to select Instagram posts and comments for instant scraping previews.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing instagram comments data collection and monitoring.
  • XCrawl
    CSV/JSON Exports
    Download scraped datasets directly in CSV, JSON, or Excel for easy analysis.

Code examples

Retrieve Instagram_Comments_Scrapper 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_Scrapper 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.

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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.

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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 comments scraper delivers flawless JSON datasets; integrated perfectly with our python instagram scraper pipeline.

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

Scraping instagram comments has transformed our sentiment analysis—fast, accurate, and reliable every time.

Sarah Kim
Sarah Kim
Growth Analyst
★★★★★
5.0

Easy instagram scraper api setup in Python; no more manual parsing or block issues.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Downloaded instagram comments data effortlessly for competitor tracking—game-changer for insights.

Lisa Patel
Lisa Patel
Marketing Lead
★★★★★
4.9

High-quality scrape instagram comments output fueled our best comment analysis models yet.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram scraper python compatibility saved us weeks; datasets are pristine and scalable.

Emma Wong
Emma Wong
Product Manager
★★★★★
4.7

Robust instagram comments scraper handles massive volumes without downtime—highly recommend.

Raj Singh
Raj Singh
DevOps Specialist
★★★★★
5.0

Precise engagement metrics from instagram data scraper boosted our engagement forecasting accuracy.

Sophie Laurent
Sophie Laurent
Data Scientist
★★★★★
4.9

Seamless integration of instagram scraper api; threaded replies parsing is spot-on.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
5.0

Instagram comments download feature streamlined our workflow—top-tier tool for data extraction.

Nina Gupta
Nina Gupta
Analytics Manager
★★★★★
5.0

The instagram comments scraper delivers flawless JSON datasets; integrated perfectly with our python instagram scraper pipeline.

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

Scraping instagram comments has transformed our sentiment analysis—fast, accurate, and reliable every time.

Sarah Kim
Sarah Kim
Growth Analyst
★★★★★
5.0

Easy instagram scraper api setup in Python; no more manual parsing or block issues.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Downloaded instagram comments data effortlessly for competitor tracking—game-changer for insights.

Lisa Patel
Lisa Patel
Marketing Lead
★★★★★
4.9

High-quality scrape instagram comments output fueled our best comment analysis models yet.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram scraper python compatibility saved us weeks; datasets are pristine and scalable.

Emma Wong
Emma Wong
Product Manager
★★★★★
4.7

Robust instagram comments scraper handles massive volumes without downtime—highly recommend.

Raj Singh
Raj Singh
DevOps Specialist
★★★★★
5.0

Precise engagement metrics from instagram data scraper boosted our engagement forecasting accuracy.

Sophie Laurent
Sophie Laurent
Data Scientist
★★★★★
4.9

Seamless integration of instagram scraper api; threaded replies parsing is spot-on.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
5.0

Instagram comments download feature streamlined our workflow—top-tier tool for data extraction.

Nina Gupta
Nina Gupta
Analytics Manager
★★★★★
5.0

The instagram comments scraper delivers flawless JSON datasets; integrated perfectly with our python instagram scraper pipeline.

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

Scraping instagram comments has transformed our sentiment analysis—fast, accurate, and reliable every time.

Sarah Kim
Sarah Kim
Growth Analyst
★★★★★
5.0

Easy instagram scraper api setup in Python; no more manual parsing or block issues.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Downloaded instagram comments data effortlessly for competitor tracking—game-changer for insights.

Lisa Patel
Lisa Patel
Marketing Lead
★★★★★
4.9

High-quality scrape instagram comments output fueled our best comment analysis models yet.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram scraper python compatibility saved us weeks; datasets are pristine and scalable.

Emma Wong
Emma Wong
Product Manager
★★★★★
4.7

Robust instagram comments scraper handles massive volumes without downtime—highly recommend.

Raj Singh
Raj Singh
DevOps Specialist
★★★★★
5.0

Precise engagement metrics from instagram data scraper boosted our engagement forecasting accuracy.

Sophie Laurent
Sophie Laurent
Data Scientist
★★★★★
4.9

Seamless integration of instagram scraper api; threaded replies parsing is spot-on.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
5.0

Instagram comments download feature streamlined our workflow—top-tier tool for data extraction.

Nina Gupta
Nina Gupta
Analytics Manager
★★★★★
5.0

The instagram comments scraper delivers flawless JSON datasets; integrated perfectly with our python instagram scraper pipeline.

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

Scraping instagram comments has transformed our sentiment analysis—fast, accurate, and reliable every time.

Sarah Kim
Sarah Kim
Growth Analyst
★★★★★
5.0

Easy instagram scraper api setup in Python; no more manual parsing or block issues.

Mike Chen
Mike Chen
Backend Developer
★★★★★
4.8

Downloaded instagram comments data effortlessly for competitor tracking—game-changer for insights.

Lisa Patel
Lisa Patel
Marketing Lead
★★★★★
4.9

High-quality scrape instagram comments output fueled our best comment analysis models yet.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram scraper python compatibility saved us weeks; datasets are pristine and scalable.

Emma Wong
Emma Wong
Product Manager
★★★★★
4.7

Robust instagram comments scraper handles massive volumes without downtime—highly recommend.

Raj Singh
Raj Singh
DevOps Specialist
★★★★★
5.0

Precise engagement metrics from instagram data scraper boosted our engagement forecasting accuracy.

Sophie Laurent
Sophie Laurent
Data Scientist
★★★★★
4.9

Seamless integration of instagram scraper api; threaded replies parsing is spot-on.

Tom Bradley
Tom Bradley
Full-Stack Developer
★★★★★
5.0

Instagram comments download feature streamlined our workflow—top-tier tool for data extraction.

Nina Gupta
Nina Gupta
Analytics Manager
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
XCrawlEasiest To Use
Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Comments Scraper API work?
Send POST requests to endpoints with post URLs or usernames; our cloud scrapers fetch, parse, and return structured JSON with comments and metadata.
What factors determine pricing?
Pricing scales by request volume, data fields scraped, and concurrency levels; pay-per-successful-record with tiered plans for high-volume instagram scraping.
What Instagram data coverage and limitations apply?
Covers public comments, profiles, media, and engagement; private content inaccessible. Supports latest Instagram layouts with 95%+ field completeness.
Is using this Instagram scraper legal and compliant?
Designed for public data only; complies with robots.txt and terms where applicable. Users responsible for their usage adhering to Instagram policies.
What integration support is available?
Full docs, Python/Node SDKs, webhooks, and 24/7 support. Quickstarts for instagram scraper python and REST API usage included.

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