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Instagram Likes Scraper (Cookieless) Scraper API

Unlock Instagram engagement with XCrawl's Instagram Likes Scraper (Cookieless) Scraper API. This instagram scraper api lets you scrape instagram likes, download instagram likes, and extract precise engagement metrics without cookies, sessions, or logins. Bypass rate limits and parsing challenges for seamless instagram data scraping in Python or any stack.

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What Can You Build With Instagram Likes Scraper (Cookieless) Scraper API Scraper?

Build influencer analytics dashboards tracking instagram likes search trends, create competitor engagement reports by scraping instagram posts for like counts, or generate datasets for machine learning models using download instagram likes data. Power market research, sentiment analysis, and social proof validation with reliable instagram scraping api.

XCrawl

Cookieless Access

Scrape instagram data without browser cookies or logins using our instagram scraper api, ensuring privacy-compliant instagram data extraction with real-time JSON responses.

XCrawl

Python Integration Ready

Seamlessly integrate python instagram scraper scripts with async endpoints, delivering structured datasets for instagram scraping tools and rapid prototyping.

XCrawl

High-Fidelity Datasets

Extract accurate instagram post scraper data including likers profiles, timestamps, and metrics in clean JSON for advanced analytics and instagram data download.

XCrawl

Scalable Real-Time Scraping

Handle massive instagram likes search volumes with our instagram scraper tool, supporting concurrent requests and proxy rotation for uninterrupted data flow.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Likes Scraper (Cookieless) Scraper API Scrapers

Access the most commonly used Instagram Likes Scraper (Cookieless) Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram scraper api

Core endpoint for comprehensive instagram scraping api access to posts and profiles.

Scraping method:
  • post_id
  • username
  • likes_count
  • media_url
  • timestamp
  • caption
  • user_bio
  • engagement_rate

download instagram likes

Directly download instagram likes lists with user details for any post.

Scraping method:
  • post_id
  • liker_username
  • liker_id
  • like_timestamp
  • profile_pic
  • follower_count
  • is_private

instagram post scraper

Targeted scraper for instagram post scraper data including likes and comments.

Scraping method:
  • post_url
  • likes_count
  • comments_count
  • media_type
  • hashtags
  • location
  • view_count

scrape instagram data

Bulk scrape instagram data for profiles, posts, and engagement metrics.

Scraping method:
  • user_id
  • full_name
  • bio
  • posts_count
  • followers
  • following
  • likes_total

instagram data scraper

Efficient instagram data scraper for search results and like analytics.

Scraping method:
  • search_query
  • post_results
  • likes_per_post
  • publish_date
  • reactions
  • shares

instagram likes search

Search and scrape specific instagram likes search by post or user.

Scraping method:
  • query
  • matching_posts
  • likers_list
  • like_date
  • user_verified
  • media_id

Instagram Likes Scraper (Cookieless) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful instagram scraper api with Python, Node.js, or any HTTP client for programmatic instagram data scraping.

  • XCrawl
    Python Instagram Scraper
    Use python instagram scraper libraries with async requests for high-throughput instagram scraping api calls and JSON parsing.
  • XCrawl
    Custom Rate Limiting
    Fine-tune concurrency and retries in your instagram scraper python code to optimize scrape instagram data extraction.
  • XCrawl
    Webhook Callbacks
    Receive real-time updates via webhooks for large instagram post scraper jobs directly in your backend.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code instagram scraping tools without writing a single line of code.

  • XCrawl
    Visual Query Builder
    Select posts or users visually to initiate download instagram likes or instagram likes search exports.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing instagram data download with one-click cron jobs.
  • XCrawl
    CSV/JSON Exports
    Instantly download results in CSV, Excel, or JSON for easy instagram data scraper analysis.

Code examples

Retrieve Instagram Likes Scraper (Cookieless) 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 Likes Scraper (Cookieless) 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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This instagram scraper api transformed our analytics pipeline. Easy python instagram scraper integration and top-notch dataset quality.

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

Download instagram likes in seconds! Perfect for competitor tracking with accurate instagram data scraping.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Flawless instagram post scraper for building engagement datasets. Fast and reliable every time.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Instagram likes search feature saved us weeks. Clean JSON output for seamless analysis.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
5.0

Best instagram scraper python library alternative. Scalable and cookieless perfection.

David Kim
David Kim
Backend Developer
★★★★★
4.9

Effortless scrape instagram data for reports. No more manual exports!

Emma Lopez
Emma Lopez
Social Media Manager
★★★★★
5.0

Instagram data scraper delivers precise engagement metrics. Highly recommend for teams.

Raj Singh
Raj Singh
Product Lead
★★★★★
4.7

Structured instagram scraping api responses fueled our ML models perfectly.

Olivia Grant
Olivia Grant
Data Scientist
★★★★★
5.0

Zero downtime on instagram scraper tool. Handles massive volumes effortlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.9

Instagram data download streamlined our workflow. Accurate and fast likes data.

Nina Wong
Nina Wong
Insights Director
★★★★★
5.0

This instagram scraper api transformed our analytics pipeline. Easy python instagram scraper integration and top-notch dataset quality.

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

Download instagram likes in seconds! Perfect for competitor tracking with accurate instagram data scraping.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Flawless instagram post scraper for building engagement datasets. Fast and reliable every time.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Instagram likes search feature saved us weeks. Clean JSON output for seamless analysis.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
5.0

Best instagram scraper python library alternative. Scalable and cookieless perfection.

David Kim
David Kim
Backend Developer
★★★★★
4.9

Effortless scrape instagram data for reports. No more manual exports!

Emma Lopez
Emma Lopez
Social Media Manager
★★★★★
5.0

Instagram data scraper delivers precise engagement metrics. Highly recommend for teams.

Raj Singh
Raj Singh
Product Lead
★★★★★
4.7

Structured instagram scraping api responses fueled our ML models perfectly.

Olivia Grant
Olivia Grant
Data Scientist
★★★★★
5.0

Zero downtime on instagram scraper tool. Handles massive volumes effortlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.9

Instagram data download streamlined our workflow. Accurate and fast likes data.

Nina Wong
Nina Wong
Insights Director
★★★★★
5.0

This instagram scraper api transformed our analytics pipeline. Easy python instagram scraper integration and top-notch dataset quality.

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

Download instagram likes in seconds! Perfect for competitor tracking with accurate instagram data scraping.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Flawless instagram post scraper for building engagement datasets. Fast and reliable every time.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Instagram likes search feature saved us weeks. Clean JSON output for seamless analysis.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
5.0

Best instagram scraper python library alternative. Scalable and cookieless perfection.

David Kim
David Kim
Backend Developer
★★★★★
4.9

Effortless scrape instagram data for reports. No more manual exports!

Emma Lopez
Emma Lopez
Social Media Manager
★★★★★
5.0

Instagram data scraper delivers precise engagement metrics. Highly recommend for teams.

Raj Singh
Raj Singh
Product Lead
★★★★★
4.7

Structured instagram scraping api responses fueled our ML models perfectly.

Olivia Grant
Olivia Grant
Data Scientist
★★★★★
5.0

Zero downtime on instagram scraper tool. Handles massive volumes effortlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.9

Instagram data download streamlined our workflow. Accurate and fast likes data.

Nina Wong
Nina Wong
Insights Director
★★★★★
5.0

This instagram scraper api transformed our analytics pipeline. Easy python instagram scraper integration and top-notch dataset quality.

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

Download instagram likes in seconds! Perfect for competitor tracking with accurate instagram data scraping.

Sarah Chen
Sarah Chen
Growth Hacker
★★★★★
5.0

Flawless instagram post scraper for building engagement datasets. Fast and reliable every time.

Mike Thompson
Mike Thompson
ML Researcher
★★★★★
4.8

Instagram likes search feature saved us weeks. Clean JSON output for seamless analysis.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
5.0

Best instagram scraper python library alternative. Scalable and cookieless perfection.

David Kim
David Kim
Backend Developer
★★★★★
4.9

Effortless scrape instagram data for reports. No more manual exports!

Emma Lopez
Emma Lopez
Social Media Manager
★★★★★
5.0

Instagram data scraper delivers precise engagement metrics. Highly recommend for teams.

Raj Singh
Raj Singh
Product Lead
★★★★★
4.7

Structured instagram scraping api responses fueled our ML models perfectly.

Olivia Grant
Olivia Grant
Data Scientist
★★★★★
5.0

Zero downtime on instagram scraper tool. Handles massive volumes effortlessly.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.9

Instagram data download streamlined our workflow. Accurate and fast likes data.

Nina Wong
Nina Wong
Insights Director
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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 Likes Scraper API work?
Send POST requests to endpoints with post URLs or queries; our cookieless proxies fetch, parse, and return structured JSON with likes data instantly.
What factors determine pricing?
Pricing scales by successful records scraped, API calls, concurrency, and data volume. No charges for failed requests or retries.
What data coverage and limitations apply?
Full coverage of public Instagram likes, profiles, and metrics. Private accounts or restricted content unavailable; rate limits respected.
Is this legal and compliant?
Designed for public data only, adhering to Instagram's ToS where possible. Users responsible for their usage; we provide tools for ethical scraping.
What integration support is available?
SDKs for Python, Node.js; full docs, code samples, and Slack support. Webhooks and dashboard for quick starts.

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