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🏯 Instagram Comments Scraper (Pay Per Result) Scraper API

Unlock Instagram data with the Instagram Comments Scraper (Pay Per Result) Scraper API. Effortlessly scrape Instagram comments, posts, and engagement metrics without CAPTCHA blocks, IP bans, or rate limits. Our robust Instagram scraper API delivers clean JSON data via simple REST endpoints, perfect for Python Instagram scraper scripts or any backend integration.

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What Can You Build With 🏯 Instagram Comments Scraper (Pay Per Result) Scraper API Scraper?

Build sentiment analysis tools using scraped Instagram comments data for brand monitoring. Create competitor tracking dashboards with Instagram post scraper insights on engagement metrics. Develop comprehensive datasets for research by scraping Instagram comments and threaded replies across searches and profiles.

XCrawl

Pay Per Result Pricing

Cost-effective model charges only for successful Instagram data extractions, ideal for scalable scraping Instagram comments without upfront commitments.

XCrawl

JSON Structured Output

Receive precise datasets from your Instagram scraper API calls, including comments, replies, and metrics, ready for Python processing or database ingestion.

XCrawl

Python SDK Ready

Seamless integration with Python Instagram API libraries for async scraping Instagram data, handling high-volume Instagram comment downloader tasks effortlessly.

XCrawl

Real-time Comment Extraction

Instantly access fresh Instagram comments scraper results with threading support, bypassing official Instagram API limits for unrestricted data flow.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available 🏯 Instagram Comments Scraper (Pay Per Result) Scraper API Scrapers

Access the most commonly used 🏯 Instagram Comments Scraper (Pay Per Result) Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram comment scraper

Extract comments from Instagram posts, including threaded replies and author details for deep engagement analysis.

Scraping method:
  • comment_id
  • text
  • author_username
  • likes_count
  • timestamp
  • replies_count
  • is_reply
  • media_url

scrape instagram comments

Target specific posts or searches to scrape Instagram comments with full metadata and nested reply structures.

Scraping method:
  • post_id
  • comment_text
  • user_profile
  • engagement_metrics
  • created_at
  • parent_comment_id
  • verified_status

instagram comments scraper

High-volume scraper for Instagram comments download across profiles, hashtags, or keyword searches.

Scraping method:
  • username
  • comment_content
  • reply_thread
  • like_count
  • reply_count
  • bio_snippet
  • profile_pic_url

instagram post scraper

Scrape Instagram posts alongside comments for complete post-comment datasets with media and metrics.

Scraping method:
  • post_url
  • caption
  • comments_array
  • total_comments
  • views_count
  • image_urls
  • video_url

instagram scraper api

RESTful API endpoint for scraping Instagram data including comments, profiles, and search results.

Scraping method:
  • search_query
  • results_count
  • comment_list
  • user_bios
  • engagement_rate
  • timestamp

instagram scraping api

Advanced Instagram web scraper API for comments, posts, and real-time data extraction.

Scraping method:
  • api_key
  • endpoint
  • comment_data
  • post_details
  • metrics_json
  • error_code
  • success_rate

🏯 Instagram Comments Scraper (Pay Per Result) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful Instagram scraper API directly into your Python or Node.js apps for programmatic access.

  • XCrawl
    Python Instagram Scraper
    Use our Python Instagram API wrapper for async requests to scrape Instagram comments at scale.
  • XCrawl
    JSON Endpoint Calls
    Simple HTTP POST with post IDs to retrieve structured Instagram data scraper outputs instantly.
  • XCrawl
    Rate Limit Handling
    Built-in retries and proxies ensure uninterrupted Instagram scraping API performance.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code Instagram comments scraper operations without writing a single line.

  • XCrawl
    Visual Post Selection
    Point-and-click to select Instagram posts and scrape comments via user-friendly interface.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing Instagram data download with zero maintenance.
  • XCrawl
    CSV/JSON Exports
    Download scraped Instagram comments datasets in multiple formats for easy analysis.

Code examples

Retrieve 🏯 Instagram Comments Scraper (Pay Per Result) 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 Scraper (Pay Per Result) 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 pristine datasets for my sentiment models—fast and reliable every time.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the Instagram scraper API into our Python pipeline seamlessly; scraping Instagram comments is now effortless.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Pay per result model saved us thousands on Instagram data download—perfect for competitor analysis.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

High-quality Instagram comments scraper outputs fueled our NLP projects with accurate engagement metrics.

Luna Patel
Luna Patel
AI Researcher
★★★★★
4.9

Python Instagram scraper integration was a breeze; no more manual Instagram scraping headaches.

David Ortiz
David Ortiz
DevOps Engineer
★★★★★
5.0

Scraping Instagram data has never been easier—structured JSON from comments is analysis-ready.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.7

Instagram post scraper handles threaded replies perfectly for our social listening tool.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
5.0

Best Instagram scraper tool for real-time comment insights—transformed our strategy.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram scraping API scales beautifully; pay per result keeps costs predictable.

Tom Bradley
Tom Bradley
Data Engineer
★★★★★
5.0

Effortless Instagram comments download for datasets—highly recommend this scraper.

Nina Lopez
Nina Lopez
Social Media Analyst
★★★★★
5.0

The Instagram comment scraper delivers pristine datasets for my sentiment models—fast and reliable every time.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the Instagram scraper API into our Python pipeline seamlessly; scraping Instagram comments is now effortless.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Pay per result model saved us thousands on Instagram data download—perfect for competitor analysis.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

High-quality Instagram comments scraper outputs fueled our NLP projects with accurate engagement metrics.

Luna Patel
Luna Patel
AI Researcher
★★★★★
4.9

Python Instagram scraper integration was a breeze; no more manual Instagram scraping headaches.

David Ortiz
David Ortiz
DevOps Engineer
★★★★★
5.0

Scraping Instagram data has never been easier—structured JSON from comments is analysis-ready.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.7

Instagram post scraper handles threaded replies perfectly for our social listening tool.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
5.0

Best Instagram scraper tool for real-time comment insights—transformed our strategy.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram scraping API scales beautifully; pay per result keeps costs predictable.

Tom Bradley
Tom Bradley
Data Engineer
★★★★★
5.0

Effortless Instagram comments download for datasets—highly recommend this scraper.

Nina Lopez
Nina Lopez
Social Media Analyst
★★★★★
5.0

The Instagram comment scraper delivers pristine datasets for my sentiment models—fast and reliable every time.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the Instagram scraper API into our Python pipeline seamlessly; scraping Instagram comments is now effortless.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Pay per result model saved us thousands on Instagram data download—perfect for competitor analysis.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

High-quality Instagram comments scraper outputs fueled our NLP projects with accurate engagement metrics.

Luna Patel
Luna Patel
AI Researcher
★★★★★
4.9

Python Instagram scraper integration was a breeze; no more manual Instagram scraping headaches.

David Ortiz
David Ortiz
DevOps Engineer
★★★★★
5.0

Scraping Instagram data has never been easier—structured JSON from comments is analysis-ready.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.7

Instagram post scraper handles threaded replies perfectly for our social listening tool.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
5.0

Best Instagram scraper tool for real-time comment insights—transformed our strategy.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram scraping API scales beautifully; pay per result keeps costs predictable.

Tom Bradley
Tom Bradley
Data Engineer
★★★★★
5.0

Effortless Instagram comments download for datasets—highly recommend this scraper.

Nina Lopez
Nina Lopez
Social Media Analyst
★★★★★
5.0

The Instagram comment scraper delivers pristine datasets for my sentiment models—fast and reliable every time.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Integrated the Instagram scraper API into our Python pipeline seamlessly; scraping Instagram comments is now effortless.

Sarah Kim
Sarah Kim
Backend Developer
★★★★★
5.0

Pay per result model saved us thousands on Instagram data download—perfect for competitor analysis.

Mike Chen
Mike Chen
Growth Marketer
★★★★★
4.8

High-quality Instagram comments scraper outputs fueled our NLP projects with accurate engagement metrics.

Luna Patel
Luna Patel
AI Researcher
★★★★★
4.9

Python Instagram scraper integration was a breeze; no more manual Instagram scraping headaches.

David Ortiz
David Ortiz
DevOps Engineer
★★★★★
5.0

Scraping Instagram data has never been easier—structured JSON from comments is analysis-ready.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.7

Instagram post scraper handles threaded replies perfectly for our social listening tool.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
5.0

Best Instagram scraper tool for real-time comment insights—transformed our strategy.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram scraping API scales beautifully; pay per result keeps costs predictable.

Tom Bradley
Tom Bradley
Data Engineer
★★★★★
5.0

Effortless Instagram comments download for datasets—highly recommend this scraper.

Nina Lopez
Nina Lopez
Social Media Analyst
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Leader
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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 with post URLs or search queries to our endpoints; receive JSON with comments, replies, and metrics parsed from public Instagram pages.
What determines pricing in the Pay Per Result model?
Charged only per successful result record extracted, based on factors like data volume, frequency, and endpoint complexity—no flat fees or subscriptions.
What Instagram data coverage and limitations apply?
Full coverage of public comments, posts, profiles, and engagement metrics; private content or deleted data unavailable due to platform restrictions.
Is using this Instagram scraper legal and compliant?
Designed for public data only, respecting Instagram's terms; we recommend reviewing local laws and using ethically for analysis, not spam.
What integration support is available?
Comprehensive docs, Python/Node.js SDKs, API playground, and support tickets for seamless Instagram scraper API onboarding.

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