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Instagram Likes Extractor (Rich Metadata) cookieless Scraper API

XCrawl's Instagram Likes Extractor (Rich Metadata) cookieless Scraper API revolutionizes instagram scraping by delivering precise instagram likes data without cookies or sessions. Bypass IP blocks and parsing hurdles with this instagram scraper api, extracting engagement metrics, user profiles, and rich metadata for posts in clean JSON format effortlessly.

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What Can You Build With Instagram Likes Extractor (Rich Metadata) cookieless Scraper API Scraper?

Build influencer discovery tools using instagram likes search to identify top engagers. Create sentiment analysis dashboards from scraped instagram data on who likes what content. Develop competitive tracking apps with instagram data downloader for real-time engagement metrics and metadata extraction across profiles and posts.

XCrawl

Cookieless Access

Access instagram scraper api endpoints without managing cookies, ensuring reliable scraping instagram data even under strict anti-bot measures for consistent dataset delivery.

XCrawl

Rich Metadata JSON

Extract detailed fields like liker profiles, timestamps, and engagement metrics in structured JSON, ideal for python instagram scraper integrations and advanced analytics.

XCrawl

Python SDK Ready

Seamless integration with instagram scraper python libraries; async requests handle high-volume instagram data scraping for scalable, real-time applications.

XCrawl

Rate Limit Evasion

Smart proxies and delays in our instagram scraping api prevent bans, enabling uninterrupted download instagram likes and metadata extraction at scale.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Likes Extractor (Rich Metadata) cookieless Scraper API Scrapers

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

instagram scraper api

Core endpoint for comprehensive instagram scraping, fetching likes, profiles, and metadata without authentication.

Scraping method:
  • post_id
  • like_count
  • likers_list
  • timestamp
  • user_bio
  • engagement_rate
  • media_urls
  • profile_pic

download instagram likes

Targeted scraper to download instagram likes for any public post, including rich liker metadata.

Scraping method:
  • post_url
  • total_likes
  • liker_usernames
  • follower_count
  • like_timestamp
  • verified_status
  • bio_snippet

instagram scraper python

Optimized for python instagram scraper scripts, delivering fast async extraction of likes data.

Scraping method:
  • api_key
  • query_post
  • likes_data
  • user_profiles
  • media_metadata
  • comments_count
  • reply_threads

metadata scraper

Specialized instagram metadata scraper pulling rich details from likes and user interactions.

Scraping method:
  • metadata_json
  • exif_data
  • location_info
  • hashtags
  • caption_text
  • like_sources

scrape instagram data

Full-spectrum scraper for instagram data extraction, focusing on engagement and likes endpoints.

Scraping method:
  • dataset_id
  • scraped_likes
  • user_engagement
  • search_results
  • category_data

instagram like downloader

Direct downloader for instagram like lists with associated rich metadata and profiles.

Scraping method:
  • download_url
  • like_export
  • liker_details
  • post_context
  • pricing_history

Instagram Likes Extractor (Rich Metadata) cookieless Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via RESTful instagram scraper api with Python, Node.js, or any HTTP client for programmatic access.

  • XCrawl
    Python Instagram API
    Use instagram scraper python SDK for async requests, handling large-scale instagram data scraping efficiently.
  • XCrawl
    JSON Response Parsing
    Receive structured data from endpoints like download instagram likes, ready for pandas or database ingestion.
  • XCrawl
    Custom Parameters
    Fine-tune scrapes with post IDs, dates, or filters via simple query params in instagram scraping api.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard for visual instagram scraping without writing code.

  • XCrawl
    Visual Post Selection
    Point-and-click to select posts and extract likes data via instagram likes search interface.
  • XCrawl
    Automated Scheduling
    Set recurring scrapes for ongoing instagram data downloader tasks with cron-like flexibility.
  • XCrawl
    CSV/Excel Exports
    Download scraped metadata and engagement metrics directly in spreadsheet formats for analysis.

Code examples

Retrieve Instagram Likes Extractor (Rich Metadata) 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 Extractor (Rich Metadata) 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.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This instagram scraper python integration saved us weeks; dataset quality from download instagram likes is impeccable.

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

Effortless instagram data downloader for influencer tracking—fast scraping and accurate engagement metrics every time.

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

Instagram scraper api is a game-changer; easy python instagram scraper setup with rich JSON metadata extraction.

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

Love the metadata scraper for instagram likes search—precise data for our competitive analysis pipelines.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Scalable instagram scraping tools with no bans; perfect for our high-volume scrape instagram data needs.

David Patel
David Patel
CTO
★★★★★
4.9

Instagram like downloader delivers rich metadata instantly—boosted our insights dashboard tremendously.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Seamless instagram web scraper API integration; handles proxies and delivers flawless datasets.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Quick instagram data scraper for likes and profiles—export-ready and highly accurate.

Nina Gupta
Nina Gupta
Marketing Analyst
★★★★★
5.0

Python instagram api compatibility shines; scraped metadata fuels our recommendation models perfectly.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.9

Best instagram scraper tool for download instagram likes—reliable, fast, and compliance-friendly.

Olivia Martinez
Olivia Martinez
Founder
★★★★★
5.0

This instagram scraper python integration saved us weeks; dataset quality from download instagram likes is impeccable.

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

Effortless instagram data downloader for influencer tracking—fast scraping and accurate engagement metrics every time.

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

Instagram scraper api is a game-changer; easy python instagram scraper setup with rich JSON metadata extraction.

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

Love the metadata scraper for instagram likes search—precise data for our competitive analysis pipelines.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Scalable instagram scraping tools with no bans; perfect for our high-volume scrape instagram data needs.

David Patel
David Patel
CTO
★★★★★
4.9

Instagram like downloader delivers rich metadata instantly—boosted our insights dashboard tremendously.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Seamless instagram web scraper API integration; handles proxies and delivers flawless datasets.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Quick instagram data scraper for likes and profiles—export-ready and highly accurate.

Nina Gupta
Nina Gupta
Marketing Analyst
★★★★★
5.0

Python instagram api compatibility shines; scraped metadata fuels our recommendation models perfectly.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.9

Best instagram scraper tool for download instagram likes—reliable, fast, and compliance-friendly.

Olivia Martinez
Olivia Martinez
Founder
★★★★★
5.0

This instagram scraper python integration saved us weeks; dataset quality from download instagram likes is impeccable.

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

Effortless instagram data downloader for influencer tracking—fast scraping and accurate engagement metrics every time.

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

Instagram scraper api is a game-changer; easy python instagram scraper setup with rich JSON metadata extraction.

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

Love the metadata scraper for instagram likes search—precise data for our competitive analysis pipelines.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Scalable instagram scraping tools with no bans; perfect for our high-volume scrape instagram data needs.

David Patel
David Patel
CTO
★★★★★
4.9

Instagram like downloader delivers rich metadata instantly—boosted our insights dashboard tremendously.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Seamless instagram web scraper API integration; handles proxies and delivers flawless datasets.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Quick instagram data scraper for likes and profiles—export-ready and highly accurate.

Nina Gupta
Nina Gupta
Marketing Analyst
★★★★★
5.0

Python instagram api compatibility shines; scraped metadata fuels our recommendation models perfectly.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.9

Best instagram scraper tool for download instagram likes—reliable, fast, and compliance-friendly.

Olivia Martinez
Olivia Martinez
Founder
★★★★★
5.0

This instagram scraper python integration saved us weeks; dataset quality from download instagram likes is impeccable.

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

Effortless instagram data downloader for influencer tracking—fast scraping and accurate engagement metrics every time.

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

Instagram scraper api is a game-changer; easy python instagram scraper setup with rich JSON metadata extraction.

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

Love the metadata scraper for instagram likes search—precise data for our competitive analysis pipelines.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
5.0

Scalable instagram scraping tools with no bans; perfect for our high-volume scrape instagram data needs.

David Patel
David Patel
CTO
★★★★★
4.9

Instagram like downloader delivers rich metadata instantly—boosted our insights dashboard tremendously.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
5.0

Seamless instagram web scraper API integration; handles proxies and delivers flawless datasets.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
4.7

Quick instagram data scraper for likes and profiles—export-ready and highly accurate.

Nina Gupta
Nina Gupta
Marketing Analyst
★★★★★
5.0

Python instagram api compatibility shines; scraped metadata fuels our recommendation models perfectly.

Raj Singh
Raj Singh
ML Engineer
★★★★★
4.9

Best instagram scraper tool for download instagram likes—reliable, fast, and compliance-friendly.

Olivia Martinez
Olivia Martinez
Founder
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 Likes Extractor API architecture work?
Powered by headless browsers and rotating proxies, it sends cookieless requests to Instagram endpoints, parses dynamic content, and returns structured JSON with rich metadata via REST API.
What factors determine pricing?
Pricing scales by request volume, data fields extracted (e.g., likes, profiles), concurrency needs, and storage duration for scraped instagram data datasets.
What data coverage and limitations apply?
Covers public posts' likes, user profiles, engagement metrics, and metadata; private content or rate-limited pages unavailable due to platform restrictions.
Is this compliant and legal for use?
Designed for public data only, adhering to robots.txt and ToS where possible; always consult legal for your jurisdiction and usage.
What integration support is available?
Full docs, Python/Node SDKs, webhook support, and Slack/email assistance for instagram scraper api setup and troubleshooting.

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