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Instagram Highlight Stories Scraper API

XCrawl's Instagram Highlight Stories Scraper API empowers developers to scrape Instagram data from highlight stories effortlessly. Bypass rate limits, IP blocks, and parsing complexities with our robust instagram scraper API. Extract high-quality JSON datasets including media URLs, user profiles, engagement metrics, and story metadata for seamless integration into your apps.

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What Can You Build With Instagram Highlight Stories Scraper API Scraper?

Build real-time Instagram monitoring tools to track highlight stories for brand sentiment analysis. Create content aggregators that scrape instagram data like videos and images from highlights for social media datasets. Develop competitor intelligence platforms using instagram scraping to analyze engagement metrics and user interactions across profiles.

XCrawl

Real-Time Data Extraction

Access fresh Instagram highlight stories via REST API endpoints, delivering structured JSON with media URLs, bios, and engagement metrics for instant analysis.

XCrawl

Python SDK Integration

Leverage our instagram scraper python library for async requests, enabling scalable scraping of stories, comments, and profiles without login hassles.

XCrawl

High-Fidelity Datasets

Download instagram data in clean, parse-ready formats including video extracts, threaded replies, and metrics, perfect for ML training or reporting.

XCrawl

Rate Limit Evasion

Smart proxies and anti-detection ensure uninterrupted instagram scraping sessions, handling millions of highlight stories daily with 99.9% uptime.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Highlight Stories Scraper API Scrapers

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

instagram scraper api

Scrape Instagram highlight stories by username, extracting full reels and metadata.

Scraping method:
  • highlight_id
  • title
  • story_count
  • media_urls
  • thumbnails
  • username
  • user_id
  • created_at

scrape instagram data

Pull detailed data from highlight stories including bios and engagement stats.

Scraping method:
  • bio
  • followers_count
  • engagement_rate
  • view_count
  • likes
  • comments_count
  • profile_pic_url

instagram data scraper

Target specific highlights to download videos, images, and user info.

Scraping method:
  • video_url
  • image_url
  • duration
  • story_type
  • expire_time
  • user_profile
  • caption

extract instagram video

Extract high-res video stories from Instagram highlights programmatically.

Scraping method:
  • video_download_url
  • thumbnail_url
  • file_size
  • resolution
  • story_index
  • highlight_title

instagram scraper python

Python-optimized endpoint for bulk scraping of highlight story archives.

Scraping method:
  • python_code_snippet
  • api_key
  • request_id
  • batch_size
  • stories_array
  • error_log

download instagram data

Download complete highlight datasets with comments and metrics.

Scraping method:
  • comments
  • replies_thread
  • timestamp
  • engagement_metrics
  • share_count
  • save_count
  • profile_link

Instagram Highlight Stories Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful Instagram Highlight Stories Scraper API directly into your codebase for precise control.

  • XCrawl
    Python Async Calls
    Use instagram scraper python SDK for concurrent requests, scaling to thousands of highlights per minute.
  • XCrawl
    Node.js Compatibility
    Seamless integration with Node.js, delivering JSON responses for instagram data scraping workflows.
  • XCrawl
    Custom Parameters
    Filter by username, date range, or story type for targeted instagram scraping api usage.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard to visually scrape Instagram highlights without writing code.

  • XCrawl
    Visual Profile Selector
    Point-and-click to select highlights, usernames, and data fields for instant scraping.
  • XCrawl
    Automated Scheduling
    Set cron jobs to regularly download instagram data and get notifications on updates.
  • XCrawl
    CSV/Excel Exports
    Export scraped stories, media, and metrics directly to spreadsheets for easy analysis.

Code examples

Retrieve Instagram Highlight Stories 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 Highlight Stories 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 dataset pipeline. Fast scraping and perfect JSON for highlight stories!

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

Effortless to scrape instagram data for competitor analysis. Engagement metrics are spot-on.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Instagram scraper python integration was a breeze. Downloaded thousands of videos seamlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Best tool to extract instagram video from highlights. Clean data for our reports.

Lisa Patel
Lisa Patel
Marketing Analyst
★★★★★
4.9

High-quality instagram data download for training models. Reliability is unmatched.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Instagram scraping tool saved us weeks. Accurate bios and media URLs every time.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales perfectly for bulk instagram data scraper jobs. No more manual work.

Raj Singh
Raj Singh
Backend Dev
★★★★★
5.0

Download instagram data effortlessly. Highlights data boosted our content strategy.

Olivia Grant
Olivia Grant
Social Media Lead
★★★★★
4.9

Robust instagram scraper for production use. Handles rate limits like a pro.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.8

Instagram data scraper delivers precise engagement metrics. Highly recommend!

Nina Voss
Nina Voss
Analyst
★★★★★
5.0

This instagram scraper api transformed our dataset pipeline. Fast scraping and perfect JSON for highlight stories!

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

Effortless to scrape instagram data for competitor analysis. Engagement metrics are spot-on.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Instagram scraper python integration was a breeze. Downloaded thousands of videos seamlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Best tool to extract instagram video from highlights. Clean data for our reports.

Lisa Patel
Lisa Patel
Marketing Analyst
★★★★★
4.9

High-quality instagram data download for training models. Reliability is unmatched.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Instagram scraping tool saved us weeks. Accurate bios and media URLs every time.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales perfectly for bulk instagram data scraper jobs. No more manual work.

Raj Singh
Raj Singh
Backend Dev
★★★★★
5.0

Download instagram data effortlessly. Highlights data boosted our content strategy.

Olivia Grant
Olivia Grant
Social Media Lead
★★★★★
4.9

Robust instagram scraper for production use. Handles rate limits like a pro.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.8

Instagram data scraper delivers precise engagement metrics. Highly recommend!

Nina Voss
Nina Voss
Analyst
★★★★★
5.0

This instagram scraper api transformed our dataset pipeline. Fast scraping and perfect JSON for highlight stories!

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

Effortless to scrape instagram data for competitor analysis. Engagement metrics are spot-on.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Instagram scraper python integration was a breeze. Downloaded thousands of videos seamlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Best tool to extract instagram video from highlights. Clean data for our reports.

Lisa Patel
Lisa Patel
Marketing Analyst
★★★★★
4.9

High-quality instagram data download for training models. Reliability is unmatched.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Instagram scraping tool saved us weeks. Accurate bios and media URLs every time.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales perfectly for bulk instagram data scraper jobs. No more manual work.

Raj Singh
Raj Singh
Backend Dev
★★★★★
5.0

Download instagram data effortlessly. Highlights data boosted our content strategy.

Olivia Grant
Olivia Grant
Social Media Lead
★★★★★
4.9

Robust instagram scraper for production use. Handles rate limits like a pro.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.8

Instagram data scraper delivers precise engagement metrics. Highly recommend!

Nina Voss
Nina Voss
Analyst
★★★★★
5.0

This instagram scraper api transformed our dataset pipeline. Fast scraping and perfect JSON for highlight stories!

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

Effortless to scrape instagram data for competitor analysis. Engagement metrics are spot-on.

Sarah Kim
Sarah Kim
Growth Hacker
★★★★★
5.0

Instagram scraper python integration was a breeze. Downloaded thousands of videos seamlessly.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Best tool to extract instagram video from highlights. Clean data for our reports.

Lisa Patel
Lisa Patel
Marketing Analyst
★★★★★
4.9

High-quality instagram data download for training models. Reliability is unmatched.

David Wong
David Wong
ML Engineer
★★★★★
5.0

Instagram scraping tool saved us weeks. Accurate bios and media URLs every time.

Emma Lopez
Emma Lopez
Product Manager
★★★★★
4.7

Scales perfectly for bulk instagram data scraper jobs. No more manual work.

Raj Singh
Raj Singh
Backend Dev
★★★★★
5.0

Download instagram data effortlessly. Highlights data boosted our content strategy.

Olivia Grant
Olivia Grant
Social Media Lead
★★★★★
4.9

Robust instagram scraper for production use. Handles rate limits like a pro.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.8

Instagram data scraper delivers precise engagement metrics. Highly recommend!

Nina Voss
Nina Voss
Analyst
ISO 27001
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CDPR
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Top-Rated by Users
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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 Highlight Stories Scraper API work?
Send authenticated API requests with profile usernames or IDs; our cloud crawlers fetch, parse, and return structured JSON from public highlight stories.
What factors determine pricing?
Pricing scales by monthly requests, data volume (e.g., stories/media), concurrency, and premium features like priority queues or custom extracts.
What data coverage and limitations apply?
Full coverage of public Instagram highlights including stories, media, metrics; private profiles or deleted content unavailable. Up to 10k stories/day on pro plans.
Is scraping Instagram legal and compliant?
We scrape only publicly available data, adhering to robots.txt and ToS where possible. Users must ensure their own compliance with Instagram policies.
What integration support is available?
Official SDKs for Python, Node.js; comprehensive docs, code samples, and 24/7 support for instagram scraper api setup and troubleshooting.

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