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New Instagram Post Comments & Replies Scraper API

The New Instagram Post Comments & Replies Scraper API enables developers to extract comments and replies from Instagram posts effortlessly. This API provides structured JSON output, handles rate limits, and bypasses blocks for reliable data access. Ideal for building instagram scraper tools, analyzing engagement, or creating custom datasets without hassle.

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What Can You Build With New Instagram Post Comments & Replies Scraper API Scraper?

Build sentiment analysis tools using instagram comments scraper data to gauge public opinion on posts. Create engagement dashboards with scrape instagram comments metrics for marketing insights. Develop competitor tracking apps that monitor instagram comment downloader results for threaded discussions and reply trends.

XCrawl

Structured JSON Output

Receive clean, parseable JSON from instagram scraper api endpoints, including comments, replies, timestamps, and user details for instant integration in Python or Node.js applications.

XCrawl

Anti-Block Technology

Bypass Instagram's defenses with rotating proxies and smart delays, ensuring uninterrupted instagram scraping even at high volumes without CAPTCHAs or bans.

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Real-Time Extraction

Fetch live instagram post comments & replies scraper 091k data instantly, perfect for dynamic apps needing fresh engagement metrics and threaded reply structures.

XCrawl

Scalable API Calls

Handle thousands of requests per minute with instagram data scraper optimization, supporting async Python instagram scraper scripts for enterprise-level data extraction.

Trusted by Data-Driven Teams Worldwide

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

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Available New Instagram Post Comments & Replies Scraper API Scrapers

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

instagram comment scraper

Extract all comments from specific Instagram posts with full text and metadata.

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

new instagram post comments replies scraper 091k

Targeted scraper for post comments and nested replies with high-volume support.

Scraping method:
  • post_url
  • comment_text
  • reply_chain
  • user_profile
  • engagement_metrics
  • media_url
  • reply_count
  • timestamp

scrape instagram comments

Batch scrape comments across multiple posts for comprehensive datasets.

Scraping method:
  • post_id
  • comments_list
  • threaded_replies
  • user_bios
  • likes
  • verified_status

instagram comments scraper

Pull comments with user details and engagement stats from any public post.

Scraping method:
  • comment_id
  • full_text
  • author_id
  • profile_pic
  • reply_ids
  • like_count
  • created_at

instagram comment downloader

Download complete comment threads including replies in structured format.

Scraping method:
  • download_url
  • comment_content
  • replies_array
  • user_info
  • engagement_data
  • media_links

scraping instagram comments

Advanced scraping for comments, replies, and associated metrics at scale.

Scraping method:
  • scrape_session_id
  • comments_data
  • replies_nested
  • user_profiles
  • metrics
  • images
  • videos

New Instagram Post Comments & Replies Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate the REST API directly into your Python instagram scraper or Node.js app for programmatic control.

  • XCrawl
    Python SDK Ready
    Use python instagram scraper libraries with simple API keys for async requests and bulk instagram api python calls.
  • XCrawl
    Async Endpoint Support
    Fire off parallel requests to instagram scraper api endpoints, handling thousands of posts efficiently.
  • XCrawl
    Custom Parameters
    Filter by post ID, depth of replies, or keywords in instagram comment api queries for precise data.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard for visual scraping without writing code, ideal for quick instagram data extraction.

  • XCrawl
    Visual Post Selector
    Point-and-click to choose Instagram posts and auto-scrape comments & replies with preview.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram scraping tool runs, capturing fresh data daily.
  • XCrawl
    CSV/JSON Exports
    Download scraped instagram dataset directly as CSV, Excel, or JSON for analysis tools.

Code examples

Retrieve New Instagram Post Comments & Replies 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 New Instagram Post Comments & Replies 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 comment scraper delivers flawless datasets. Integrated in minutes with python instagram scraper code.

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

Perfect for scraping instagram comments on competitor posts. Fast and accurate engagement metrics every time.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
5.0

New instagram post comments replies scraper 091k handles threads brilliantly. No blocks, pure JSON gold.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Transformed our sentiment analysis with instagram data scraper. Easy API, reliable instagram scraping.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Instagram comments api provides rich reply data for NLP models. Scalable and precise.

David Patel
David Patel
AI Researcher
★★★★★
4.9

Instagram scraper tool saved weeks of manual work. Love the threaded replies extraction.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram api integration was a breeze. High-volume scrape instagram python without issues.

Tom Harris
Tom Harris
DevOps Lead
★★★★★
4.7

Best instagram scraper for comments download. Insights boosted our campaigns instantly.

Nina Gupta
Nina Gupta
Social Media Strategist
★★★★★
5.0

Instagram web scraper api with anti-bot tech is top-tier. Structured data perfection.

Raj Singh
Raj Singh
Backend Developer
★★★★★
4.9

Scraping instagram data has never been easier. Excellent for building custom datasets.

Olivia Martinez
Olivia Martinez
Data Scientist
★★★★★
5.0

The instagram comment scraper delivers flawless datasets. Integrated in minutes with python instagram scraper code.

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

Perfect for scraping instagram comments on competitor posts. Fast and accurate engagement metrics every time.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
5.0

New instagram post comments replies scraper 091k handles threads brilliantly. No blocks, pure JSON gold.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Transformed our sentiment analysis with instagram data scraper. Easy API, reliable instagram scraping.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Instagram comments api provides rich reply data for NLP models. Scalable and precise.

David Patel
David Patel
AI Researcher
★★★★★
4.9

Instagram scraper tool saved weeks of manual work. Love the threaded replies extraction.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram api integration was a breeze. High-volume scrape instagram python without issues.

Tom Harris
Tom Harris
DevOps Lead
★★★★★
4.7

Best instagram scraper for comments download. Insights boosted our campaigns instantly.

Nina Gupta
Nina Gupta
Social Media Strategist
★★★★★
5.0

Instagram web scraper api with anti-bot tech is top-tier. Structured data perfection.

Raj Singh
Raj Singh
Backend Developer
★★★★★
4.9

Scraping instagram data has never been easier. Excellent for building custom datasets.

Olivia Martinez
Olivia Martinez
Data Scientist
★★★★★
5.0

The instagram comment scraper delivers flawless datasets. Integrated in minutes with python instagram scraper code.

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

Perfect for scraping instagram comments on competitor posts. Fast and accurate engagement metrics every time.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
5.0

New instagram post comments replies scraper 091k handles threads brilliantly. No blocks, pure JSON gold.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Transformed our sentiment analysis with instagram data scraper. Easy API, reliable instagram scraping.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Instagram comments api provides rich reply data for NLP models. Scalable and precise.

David Patel
David Patel
AI Researcher
★★★★★
4.9

Instagram scraper tool saved weeks of manual work. Love the threaded replies extraction.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram api integration was a breeze. High-volume scrape instagram python without issues.

Tom Harris
Tom Harris
DevOps Lead
★★★★★
4.7

Best instagram scraper for comments download. Insights boosted our campaigns instantly.

Nina Gupta
Nina Gupta
Social Media Strategist
★★★★★
5.0

Instagram web scraper api with anti-bot tech is top-tier. Structured data perfection.

Raj Singh
Raj Singh
Backend Developer
★★★★★
4.9

Scraping instagram data has never been easier. Excellent for building custom datasets.

Olivia Martinez
Olivia Martinez
Data Scientist
★★★★★
5.0

The instagram comment scraper delivers flawless datasets. Integrated in minutes with python instagram scraper code.

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

Perfect for scraping instagram comments on competitor posts. Fast and accurate engagement metrics every time.

Sarah Kim
Sarah Kim
Marketing Analyst
★★★★★
5.0

New instagram post comments replies scraper 091k handles threads brilliantly. No blocks, pure JSON gold.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Transformed our sentiment analysis with instagram data scraper. Easy API, reliable instagram scraping.

Emma Lopez
Emma Lopez
Growth Hacker
★★★★★
5.0

Instagram comments api provides rich reply data for NLP models. Scalable and precise.

David Patel
David Patel
AI Researcher
★★★★★
4.9

Instagram scraper tool saved weeks of manual work. Love the threaded replies extraction.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Python instagram api integration was a breeze. High-volume scrape instagram python without issues.

Tom Harris
Tom Harris
DevOps Lead
★★★★★
4.7

Best instagram scraper for comments download. Insights boosted our campaigns instantly.

Nina Gupta
Nina Gupta
Social Media Strategist
★★★★★
5.0

Instagram web scraper api with anti-bot tech is top-tier. Structured data perfection.

Raj Singh
Raj Singh
Backend Developer
★★★★★
4.9

Scraping instagram data has never been easier. Excellent for building custom datasets.

Olivia Martinez
Olivia Martinez
Data Scientist
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Frequently asked questions

Everything you need to know about XCrawl.

What is the architecture of the New Instagram Post Comments & Replies Scraper API?
It uses headless browsers with proxy rotation and smart parsing to mimic human behavior, delivering JSON via REST endpoints for instagram scraper api scalability.
What is the pricing model for New Instagram Post Comments & Replies Scraper API?
Pay-per-use CPM based on comments extracted, with free tier for testing. Scales with volume, no subscriptions needed for instagram comment scraper access.
What data coverage and limitations does the New Instagram Post Comments & Replies Scraper API have?
Covers public posts' comments and replies in real-time, up to 10k/day free. Rate limits prevent bans; private content unavailable.
Is the New Instagram Post Comments & Replies Scraper API legal and compliant?
Yes, extracts only public data per Instagram TOS. No private scraping; users ensure compliance for instagram data extraction ethically.
How to integrate New Instagram Post Comments & Replies Scraper API with Python or Node.js?
Use our SDKs: pip install for python instagram scraper, npm for Node. Simple API key auth and async calls for instagram api python setups.

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