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Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API

Harness the power of our Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API to scrape Instagram comments and metadata effortlessly. Bypass login barriers, IP blocks, and complex parsing challenges with reliable instagram scraper API delivering structured JSON data for deep analysis—no authentication needed for public posts.

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What Can You Build With Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API Scraper?

Build sentiment analysis tools with instagram comment scraper data, track engagement metrics for competitor monitoring using scrape instagram comments endpoints, and create custom datasets for research via instagram scraping api. Perfect for developers leveraging python instagram scraper integrations to automate instagram data extraction at scale.

XCrawl

No Login Required

Access public Instagram comments and rich metadata instantly without authentication hassles, enabling seamless instagram scraper api integration in Python or Node.js for real-time data pipelines.

XCrawl

Structured JSON Output

Receive clean, parse-ready JSON with comments, threaded replies, engagement metrics, and user bios—ideal for instagram data scraper workflows and machine learning datasets.

XCrawl

High-Volume Scalability

Handle millions of instagram scraping requests daily with rotating proxies and anti-bot evasion, ensuring reliable instagram comment downloader performance for enterprise needs.

XCrawl

Python-Ready SDK

Integrate via instagram scraper python library for async requests, metadata extraction, and bulk instagram comments download—streamline your web scraper instagram projects effortlessly.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API Scrapers

Access the most commonly used Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram scraper api

Core endpoint for extracting Instagram post comments and rich metadata without login using instagram scraping api standards.

Scraping method:
  • post_id
  • comment_text
  • author_username
  • timestamp
  • likes_count
  • replies_count
  • media_url
  • engagement_rate

instagram comment scraper

Targeted scraper for instagram comments download, pulling threaded replies and user interactions via simple API calls.

Scraping method:
  • comment_id
  • parent_comment_id
  • text_content
  • author_bio
  • publish_date
  • like_count
  • reply_count

scrape instagram comments

Dedicated instagram comment scraper tool to scrape instagram comments from search or post URLs with full metadata.

Scraping method:
  • search_query
  • comment_snippet
  • user_profile_url
  • verified_status
  • timestamp_utc
  • sentiment_score
  • media_embed

instagram scraping api

Robust instagram scraper for bulk data extraction including comments, bios, and engagement without login requirements.

Scraping method:
  • scrape_url
  • total_comments
  • top_commenters
  • avg_engagement
  • hashtag_list
  • location_data
  • video_duration

instagram scraper tool

User-friendly instagram web scraper delivering instagram data scraper results in JSON for comments and rich metadata.

Scraping method:
  • tool_session_id
  • comment_depth
  • author_followers
  • share_count
  • view_count
  • profile_pic_url

instagram comments download

Efficient instagram comments scraper for downloading full comment threads and associated metadata seamlessly.

Scraping method:
  • download_batch_id
  • thread_structure
  • emoji_usage
  • language_code
  • report_count
  • edit_history

Instagram Comments Extractor (Rich Metadata) No Login Required Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful instagram scraper api directly into your Python, Node.js, or any backend for programmatic access.

  • XCrawl
    Python SDK
    Use instagram scraper python library for async instagram scraping api calls and instant JSON parsing.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with filters for instagram comment scraper, depth limits, and metadata fields.
  • XCrawl
    Webhook Delivery
    Receive real-time scraped instagram data via webhooks for scalable pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual Instagram scraping without coding—schedule and export effortlessly.

  • XCrawl
    Visual Post Selection
    Point-and-click to select Instagram posts for comments extraction and metadata scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram comments download and engagement tracking.
  • XCrawl
    CSV/JSON Export
    Download cleaned datasets directly for analysis in Excel or BI tools.

Code examples

Retrieve Instagram Comments Extractor (Rich Metadata) No Login Required 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 Extractor (Rich Metadata) No Login Required 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 scraper api transformed our comment analysis—rich metadata and no login made dataset quality exceptional.

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

Seamless python instagram scraper integration; fast scraping of instagram comments download without any hassle.

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

Instagram comment scraper delivered accurate engagement metrics—easy integration boosted our campaigns.

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

Perfect for building sentiment models; scrape instagram comments endpoint provides clean JSON datasets.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

No login required is a game-changer for instagram data scraper—reliable and scalable.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.9

Instagram scraping api handles volume effortlessly; metadata extraction is spot-on.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Downloaded thousands of instagram comments scraper data—quality exceeded expectations.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.7

Instagram scraper python SDK made web scraping instagram a breeze for our app.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
5.0

Rich metadata from instagram scraper tool fueled our best insights yet.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

Enterprise-grade instagram scraping tools—fast, accurate, and fully compliant.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

This instagram scraper api transformed our comment analysis—rich metadata and no login made dataset quality exceptional.

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

Seamless python instagram scraper integration; fast scraping of instagram comments download without any hassle.

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

Instagram comment scraper delivered accurate engagement metrics—easy integration boosted our campaigns.

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

Perfect for building sentiment models; scrape instagram comments endpoint provides clean JSON datasets.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

No login required is a game-changer for instagram data scraper—reliable and scalable.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.9

Instagram scraping api handles volume effortlessly; metadata extraction is spot-on.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Downloaded thousands of instagram comments scraper data—quality exceeded expectations.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.7

Instagram scraper python SDK made web scraping instagram a breeze for our app.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
5.0

Rich metadata from instagram scraper tool fueled our best insights yet.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

Enterprise-grade instagram scraping tools—fast, accurate, and fully compliant.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

This instagram scraper api transformed our comment analysis—rich metadata and no login made dataset quality exceptional.

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

Seamless python instagram scraper integration; fast scraping of instagram comments download without any hassle.

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

Instagram comment scraper delivered accurate engagement metrics—easy integration boosted our campaigns.

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

Perfect for building sentiment models; scrape instagram comments endpoint provides clean JSON datasets.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

No login required is a game-changer for instagram data scraper—reliable and scalable.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.9

Instagram scraping api handles volume effortlessly; metadata extraction is spot-on.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Downloaded thousands of instagram comments scraper data—quality exceeded expectations.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.7

Instagram scraper python SDK made web scraping instagram a breeze for our app.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
5.0

Rich metadata from instagram scraper tool fueled our best insights yet.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

Enterprise-grade instagram scraping tools—fast, accurate, and fully compliant.

Tom Hayes
Tom Hayes
CTO
★★★★★
5.0

This instagram scraper api transformed our comment analysis—rich metadata and no login made dataset quality exceptional.

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

Seamless python instagram scraper integration; fast scraping of instagram comments download without any hassle.

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

Instagram comment scraper delivered accurate engagement metrics—easy integration boosted our campaigns.

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

Perfect for building sentiment models; scrape instagram comments endpoint provides clean JSON datasets.

Mike Chen
Mike Chen
ML Engineer
★★★★★
5.0

No login required is a game-changer for instagram data scraper—reliable and scalable.

Emma Walsh
Emma Walsh
Product Analyst
★★★★★
4.9

Instagram scraping api handles volume effortlessly; metadata extraction is spot-on.

David Kim
David Kim
DevOps Lead
★★★★★
5.0

Downloaded thousands of instagram comments scraper data—quality exceeded expectations.

Lisa Torres
Lisa Torres
Researcher
★★★★★
4.7

Instagram scraper python SDK made web scraping instagram a breeze for our app.

Ryan Foster
Ryan Foster
Full-Stack Dev
★★★★★
5.0

Rich metadata from instagram scraper tool fueled our best insights yet.

Nina Gupta
Nina Gupta
BI Analyst
★★★★★
4.9

Enterprise-grade instagram scraping tools—fast, accurate, and fully compliant.

Tom Hayes
Tom Hayes
CTO
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Top-Rated by Users
XCrawlTop-Rated by Users
Leader
XCrawlLeader
Easiest To Use
XCrawlEasiest To Use
Best Value Award
XCrawlBest Value Award

Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Comments Extractor Scraper API work?
Send POST requests to endpoints with post URLs; our cloud scrapers fetch public comments and metadata, returning structured JSON without needing login.
What factors determine pricing?
Billed by successful records extracted (comments/metadata), with tiers for volume, concurrency, and premium features like custom scheduling.
What data coverage and limitations apply?
Covers public posts' comments, replies, bios, and engagement; private content or rate-limited pages unavailable due to platform restrictions.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and ToS—use responsibly for analysis, not spam or redistribution.
What integration support is available?
Full docs, Python/Node SDKs, REST API, webhooks, and Slack/priority support for instagram scraper api setups.

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