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Instagram Comment Bot Scraper API

XCrawl's Instagram Comment Bot Scraper API is the ultimate instagram scraper tool for developers. Seamlessly scrape instagram comments, posts, and engagement data with our instagram scraping api. Overcome rate limits, IP blocks, and parsing challenges to extract clean JSON datasets for instagram data scraping effortlessly.

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What Can You Build With Instagram Comment Bot Scraper API Scraper?

Build powerful sentiment analysis tools by scraping instagram comments and threaded replies. Track competitor engagement with instagram post scraper insights on likes and shares. Create custom datasets for machine learning using our instagram scraper python integration to monitor trends in reels and user interactions.

XCrawl

Real-time Data Extraction

Harness our instagram scraper api for instant access to fresh instagram data in JSON format, perfect for real-time dashboards and analytics pipelines.

XCrawl

Python-Native Integration

Effortlessly integrate with python instagram scraper libraries; async support ensures high-speed scraping instagram data without custom proxies.

XCrawl

Comment Thread Parsing

Dive deep into instagram comments api endpoints to retrieve threaded replies, engagement metrics, and user profiles in structured datasets.

XCrawl

Scalable Instagram Crawling

Scale your instagram web scraper to millions of posts with built-in anti-detection, delivering reliable instagram scraping tools for enterprise needs.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Comment Bot Scraper API Scrapers

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

instagram comment scraper

Extract detailed comments from Instagram posts, including replies and sentiment indicators.

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

scrape instagram comments

Target specific posts or searches to scrape instagram comments with full threading support.

Scraping method:
  • post_id
  • comment_text
  • user_id
  • created_at
  • engagement_score
  • parent_comment_id
  • reply_count

instagram post scraper

Pull comprehensive data from Instagram posts, reels, and carousels for analysis.

Scraping method:
  • post_id
  • caption
  • media_urls
  • likes
  • comments_count
  • timestamp
  • user_profile
  • hashtags

instagram reels scraper

Scrape short-form video content with metadata for trends and viral analysis.

Scraping method:
  • reel_id
  • video_url
  • thumbnail
  • views
  • likes
  • shares
  • audio_id
  • duration

instagram scraper api

Core API for bulk instagram scraping across profiles, posts, and comments.

Scraping method:
  • profile_username
  • bio
  • followers_count
  • post_list
  • engagement_metrics
  • scrape_timestamp

instagram comments scraper

Advanced scraper for searching and downloading instagram comments by keyword.

Scraping method:
  • search_query
  • matching_comments
  • author_details
  • reply_threads
  • sentiment_label
  • publish_date

Instagram Comment Bot Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful instagram scraper api endpoints directly into your Python or Node.js apps for programmatic instagram data extraction.

  • XCrawl
    Python SDK Ready
    Use our python instagram scraper library with async calls for efficient, high-volume instagram scraping.
  • XCrawl
    JSON-First Responses
    Get structured JSON from instagram scraping api, ready for pandas or database ingestion.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters for comments, dates, or users via simple API queries.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our intuitive dashboard for no-code instagram comment scraper workflows without writing a single line.

  • XCrawl
    Visual Query Builder
    Select posts or profiles visually to scrape instagram comments and export instantly.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing instagram data download in CSV or JSON.
  • XCrawl
    Bulk Export Tools
    Download datasets from instagram scraper tool directly to Excel for quick analysis.

Code examples

Retrieve Instagram Comment Bot 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 Comment Bot Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This instagram comment scraper transformed our sentiment analysis pipeline. Clean JSON datasets from scrape instagram comments in minutes!

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

Love the python instagram scraper integration. Super fast instagram scraping api with zero blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Easily built competitor tracking using instagram post scraper. Accurate engagement metrics every time.

Sarah Patel
Sarah Patel
Growth Marketer
★★★★★
4.8

Instagram reels scraper delivers high-quality datasets for our models. Best instagram scraper tool out there.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.9

Scrape instagram data effortlessly with their instagram scraper api. Perfect for daily reports.

Emily Torres
Emily Torres
Product Analyst
★★★★★
5.0

Scalable instagram web scraper with excellent uptime. Integrated instagram scraper python seamlessly.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Instagram comments scraper helped us find trends in user feedback quickly.

Lisa Wong
Lisa Wong
Social Media Manager
★★★★★
5.0

Outstanding instagram scraping tools. JSON output is flawless for our dashboards.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraping datasets. Highly recommend for academics.

Anna Novak
Anna Novak
Researcher
★★★★★
5.0

Enterprise-grade instagram scraper api. Handles comment bots and searches perfectly.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

This instagram comment scraper transformed our sentiment analysis pipeline. Clean JSON datasets from scrape instagram comments in minutes!

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

Love the python instagram scraper integration. Super fast instagram scraping api with zero blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Easily built competitor tracking using instagram post scraper. Accurate engagement metrics every time.

Sarah Patel
Sarah Patel
Growth Marketer
★★★★★
4.8

Instagram reels scraper delivers high-quality datasets for our models. Best instagram scraper tool out there.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.9

Scrape instagram data effortlessly with their instagram scraper api. Perfect for daily reports.

Emily Torres
Emily Torres
Product Analyst
★★★★★
5.0

Scalable instagram web scraper with excellent uptime. Integrated instagram scraper python seamlessly.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Instagram comments scraper helped us find trends in user feedback quickly.

Lisa Wong
Lisa Wong
Social Media Manager
★★★★★
5.0

Outstanding instagram scraping tools. JSON output is flawless for our dashboards.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraping datasets. Highly recommend for academics.

Anna Novak
Anna Novak
Researcher
★★★★★
5.0

Enterprise-grade instagram scraper api. Handles comment bots and searches perfectly.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

This instagram comment scraper transformed our sentiment analysis pipeline. Clean JSON datasets from scrape instagram comments in minutes!

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

Love the python instagram scraper integration. Super fast instagram scraping api with zero blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Easily built competitor tracking using instagram post scraper. Accurate engagement metrics every time.

Sarah Patel
Sarah Patel
Growth Marketer
★★★★★
4.8

Instagram reels scraper delivers high-quality datasets for our models. Best instagram scraper tool out there.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.9

Scrape instagram data effortlessly with their instagram scraper api. Perfect for daily reports.

Emily Torres
Emily Torres
Product Analyst
★★★★★
5.0

Scalable instagram web scraper with excellent uptime. Integrated instagram scraper python seamlessly.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Instagram comments scraper helped us find trends in user feedback quickly.

Lisa Wong
Lisa Wong
Social Media Manager
★★★★★
5.0

Outstanding instagram scraping tools. JSON output is flawless for our dashboards.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraping datasets. Highly recommend for academics.

Anna Novak
Anna Novak
Researcher
★★★★★
5.0

Enterprise-grade instagram scraper api. Handles comment bots and searches perfectly.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

This instagram comment scraper transformed our sentiment analysis pipeline. Clean JSON datasets from scrape instagram comments in minutes!

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

Love the python instagram scraper integration. Super fast instagram scraping api with zero blocks.

Jordan Lee
Jordan Lee
Backend Developer
★★★★★
5.0

Easily built competitor tracking using instagram post scraper. Accurate engagement metrics every time.

Sarah Patel
Sarah Patel
Growth Marketer
★★★★★
4.8

Instagram reels scraper delivers high-quality datasets for our models. Best instagram scraper tool out there.

Mike Chen
Mike Chen
ML Engineer
★★★★★
4.9

Scrape instagram data effortlessly with their instagram scraper api. Perfect for daily reports.

Emily Torres
Emily Torres
Product Analyst
★★★★★
5.0

Scalable instagram web scraper with excellent uptime. Integrated instagram scraper python seamlessly.

David Kim
David Kim
DevOps Lead
★★★★★
4.7

Instagram comments scraper helped us find trends in user feedback quickly.

Lisa Wong
Lisa Wong
Social Media Manager
★★★★★
5.0

Outstanding instagram scraping tools. JSON output is flawless for our dashboards.

Raj Singh
Raj Singh
Full-Stack Developer
★★★★★
4.9

Downloaded massive instagram data scraping datasets. Highly recommend for academics.

Anna Novak
Anna Novak
Researcher
★★★★★
5.0

Enterprise-grade instagram scraper api. Handles comment bots and searches perfectly.

Tom Harris
Tom Harris
CTO
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 Comment Bot Scraper API work?
Our instagram scraper sends automated requests mimicking human behavior, parsing public Instagram pages into structured JSON via REST endpoints.
What is the pricing model?
Pay-per-successful-record model based on data volume scraped, with tiers for API calls, storage, and premium features like priority queuing.
What data coverage and limitations apply?
Covers public posts, comments, profiles, reels; no private accounts or stories. High coverage on comments and engagement metrics.
Is using this scraper legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible. Always consult legal for your use case; we provide ethical scraping guidelines.
What integration support is available?
Full docs, Python/Node SDKs, webhook support, and Slack/email helpdesk for instagram scraping api setup and troubleshooting.

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