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Instagram Engagement Scorer Scraper API

Unlock powerful Instagram insights with the Instagram Engagement Scorer Scraper API. Seamlessly scrape Instagram data including profiles, posts, and comments using our robust Instagram scraper API. Bypass rate limits and parsing challenges to extract engagement metrics like likes, comments, and follower growth for competitive analysis and influencer scoring.

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What Can You Build With Instagram Engagement Scorer Scraper API Scraper?

Build influencer dashboards with instagram profile scraper data for engagement scoring. Analyze sentiment via instagram comment scraper on posts. Track competitor performance using scrape instagram posts to monitor likes and shares. Create custom datasets for machine learning models with our instagram scraping API, powering tools like instagram data downloader and python instagram scraper integrations.

XCrawl

Real-Time JSON Data

Get structured JSON from instagram scraper api endpoints, including engagement metrics, comments, and profiles for instant integration into Python or Node.js apps.

XCrawl

Python-Ready SDK

Effortless instagram scraper python integration with async requests, handling large-scale scraping of posts, comments, and profiles without custom code.

XCrawl

High-Accuracy Parsing

Advanced instagram web scraper extracts precise data like bios, media URLs, and likes, delivering clean datasets for analysis and reporting.

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Scalable Rate Handling

Proxy rotation and anti-detection ensure reliable instagram scraping api performance, supporting millions of requests for comments and post data.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Engagement Scorer Scraper API Scrapers

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

Instagram Profile Scraper

Extract user profiles, bios, and engagement metrics like followers and following counts.

Scraping method:
  • username
  • full_name
  • bio
  • followers_count
  • following_count
  • profile_pic_url
  • engagement_rate
  • posts_count

Instagram Post Scraper

Scrape instagram posts data including captions, media, likes, and comments counts.

Scraping method:
  • post_id
  • caption
  • media_urls
  • likes_count
  • comments_count
  • timestamp
  • location
  • hashtags

Instagram Comment Scraper

Fetch threaded comments and replies from posts for sentiment analysis.

Scraping method:
  • comment_id
  • text
  • username
  • likes_count
  • timestamp
  • replies_count
  • parent_id

Instagram Engagement Scraper

Compute and scrape engagement scores based on likes, comments, and shares.

Scraping method:
  • post_id
  • engagement_score
  • likes_count
  • comments_count
  • shares_count
  • reach_estimate
  • impressions

Instagram Search Scraper

Scrape search results for profiles, posts, and comments via keywords.

Scraping method:
  • query
  • results_type
  • username
  • post_id
  • relevance_score
  • snippet

Instagram Media Scraper

Download media URLs for images and videos from profiles and posts.

Scraping method:
  • media_id
  • media_type
  • media_url
  • thumbnail_url
  • duration
  • post_id

Instagram Engagement Scorer Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via RESTful Instagram scraper API with simple HTTP requests for developers.

  • XCrawl
    Python SDK
    Use instagram scraper python library for async scraping of profiles and comments with built-in retries.
  • XCrawl
    Node.js Support
    Leverage instagram scraping api in Node for high-throughput post and engagement data extraction.
  • XCrawl
    JSON Webhooks
    Receive real-time scraped instagram data streams directly into your backend pipelines.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for instagram scraping without coding expertise.

  • XCrawl
    Visual Query Builder
    Select profiles, posts, or comments visually and schedule recurring scrapes.
  • XCrawl
    Automated Scheduling
    Set cron jobs for daily instagram data extraction and engagement monitoring.
  • XCrawl
    CSV/Excel Exports
    Download clean datasets from instagram comment scraper directly to spreadsheets.

Code examples

Retrieve Instagram Engagement Scorer 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 Engagement Scorer 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

Instagram profile scraper transformed our influencer analysis. Fast, accurate datasets integrated seamlessly with Python.

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

Love the instagram comment scraper for sentiment tracking. Easy API integration and high-quality engagement data.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python SDK is a game-changer. Scraped thousands of posts without blocks.

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

Perfect for scrape instagram data needs. Reliable JSON output for our BI dashboards.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
4.9

Instagram post scraper provides clean engagement metrics for model training. Highly recommend.

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

Instagram scraping api handles complex queries effortlessly. Boosted our competitor insights.

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

Scalable instagram web scraper with excellent uptime. Exports are dataset-ready.

Jordan Lee
Jordan Lee
DevOps Specialist
★★★★★
5.0

Scrape instagram comments made our campaigns data-driven. Simple and powerful.

Sophia Gupta
Sophia Gupta
Marketing Analyst
★★★★★
4.9

Instagram scraper api Python support is top-notch. No more manual parsing hassles.

Ryan Morales
Ryan Morales
Full-Stack Developer
★★★★★
5.0

Exceptional instagram data downloader. Engagement scores are spot-on for reports.

Nina Desai
Nina Desai
Business Intelligence
★★★★★
5.0

Instagram profile scraper transformed our influencer analysis. Fast, accurate datasets integrated seamlessly with Python.

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

Love the instagram comment scraper for sentiment tracking. Easy API integration and high-quality engagement data.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python SDK is a game-changer. Scraped thousands of posts without blocks.

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

Perfect for scrape instagram data needs. Reliable JSON output for our BI dashboards.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
4.9

Instagram post scraper provides clean engagement metrics for model training. Highly recommend.

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

Instagram scraping api handles complex queries effortlessly. Boosted our competitor insights.

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

Scalable instagram web scraper with excellent uptime. Exports are dataset-ready.

Jordan Lee
Jordan Lee
DevOps Specialist
★★★★★
5.0

Scrape instagram comments made our campaigns data-driven. Simple and powerful.

Sophia Gupta
Sophia Gupta
Marketing Analyst
★★★★★
4.9

Instagram scraper api Python support is top-notch. No more manual parsing hassles.

Ryan Morales
Ryan Morales
Full-Stack Developer
★★★★★
5.0

Exceptional instagram data downloader. Engagement scores are spot-on for reports.

Nina Desai
Nina Desai
Business Intelligence
★★★★★
5.0

Instagram profile scraper transformed our influencer analysis. Fast, accurate datasets integrated seamlessly with Python.

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

Love the instagram comment scraper for sentiment tracking. Easy API integration and high-quality engagement data.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python SDK is a game-changer. Scraped thousands of posts without blocks.

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

Perfect for scrape instagram data needs. Reliable JSON output for our BI dashboards.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
4.9

Instagram post scraper provides clean engagement metrics for model training. Highly recommend.

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

Instagram scraping api handles complex queries effortlessly. Boosted our competitor insights.

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

Scalable instagram web scraper with excellent uptime. Exports are dataset-ready.

Jordan Lee
Jordan Lee
DevOps Specialist
★★★★★
5.0

Scrape instagram comments made our campaigns data-driven. Simple and powerful.

Sophia Gupta
Sophia Gupta
Marketing Analyst
★★★★★
4.9

Instagram scraper api Python support is top-notch. No more manual parsing hassles.

Ryan Morales
Ryan Morales
Full-Stack Developer
★★★★★
5.0

Exceptional instagram data downloader. Engagement scores are spot-on for reports.

Nina Desai
Nina Desai
Business Intelligence
★★★★★
5.0

Instagram profile scraper transformed our influencer analysis. Fast, accurate datasets integrated seamlessly with Python.

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

Love the instagram comment scraper for sentiment tracking. Easy API integration and high-quality engagement data.

Sarah Kim
Sarah Kim
Growth Marketer
★★★★★
5.0

Instagram scraper python SDK is a game-changer. Scraped thousands of posts without blocks.

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

Perfect for scrape instagram data needs. Reliable JSON output for our BI dashboards.

Laura Patel
Laura Patel
Analytics Lead
★★★★★
4.9

Instagram post scraper provides clean engagement metrics for model training. Highly recommend.

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

Instagram scraping api handles complex queries effortlessly. Boosted our competitor insights.

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

Scalable instagram web scraper with excellent uptime. Exports are dataset-ready.

Jordan Lee
Jordan Lee
DevOps Specialist
★★★★★
5.0

Scrape instagram comments made our campaigns data-driven. Simple and powerful.

Sophia Gupta
Sophia Gupta
Marketing Analyst
★★★★★
4.9

Instagram scraper api Python support is top-notch. No more manual parsing hassles.

Ryan Morales
Ryan Morales
Full-Stack Developer
★★★★★
5.0

Exceptional instagram data downloader. Engagement scores are spot-on for reports.

Nina Desai
Nina Desai
Business Intelligence
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
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Engagement Scorer Scraper API work?
Send REST API requests with profile/post/comment identifiers; our backend handles scraping, parsing, and returns structured JSON with engagement metrics.
What factors determine pricing?
Pricing scales by request volume, data freshness, and endpoints used like instagram profile scraper or comment extraction; volume discounts apply.
What Instagram data is covered and any limitations?
Covers public profiles, posts, comments, and engagement metrics; private accounts unavailable, subject to Instagram's public data policies.
Is scraping Instagram legal and compliant?
We scrape only public data in compliance with terms; users must ensure ethical use and respect robots.txt—consult legal for specifics.
What integration support is available?
SDKs for Python, Node.js, plus docs, webhooks, and support for instagram scraper api setup in any stack.

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