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Instagram Post Like Scraper API

The Instagram Post Like Scraper API empowers developers to retrieve detailed like data from Instagram posts at scale. This API delivers structured JSON output including liker profiles and timestamps, bypassing restrictions without needing official instagram api access. Ideal for sentiment analysis, influencer tracking, and engagement insights using instagram scraper techniques.

무료 체험 시작
영업 부서 문의

Instagram Post Like Scraper API 스크래퍼로 무엇을 만들 수 있나요?

Build social media analytics dashboards to monitor instagram post like scraper bulk data for engagement trends. Create influencer marketing tools that analyze instagram likes search patterns and user interactions. Develop competitive research apps using instagram data scraper for bulk extraction of likes, profiles, and metrics to track viral content performance.

XCrawl

Bulk Like Extraction

Scrape thousands of likes per Instagram post instantly with instagram post like scraper bulk capabilities, delivering structured datasets for Python analysis and real-time processing.

XCrawl

JSON Structured Output

Receive clean, parseable JSON from instagram scraper api endpoints, including user profiles, timestamps, and engagement metrics for seamless integration into databases or BI tools.

XCrawl

Anti-Detection Proxies

Evade Instagram's rate limits and blocks using rotating proxies and smart delays in this instagram scraping tool, ensuring reliable data download instagram without interruptions.

XCrawl

Python SDK Support

Integrate effortlessly with instagram scraper python libraries or raw HTTP calls, supporting async requests for high-volume instagram data extraction in web apps or scripts.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

사용 가능한 Instagram Post Like Scraper API 스크래퍼

가장 널리 사용되는 Instagram Post Like Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

instagram post like scraper bulk

Extract all users who liked a specific Instagram post in bulk for comprehensive engagement analysis.

스크래핑 방법:
  • post_id
  • liker_username
  • liker_id
  • like_timestamp
  • liker_full_name
  • liker_profile_pic
  • is_private

instagram scraper api

RESTful API endpoint for scraping likes, profiles, and post metadata from Instagram.

스크래핑 방법:
  • username
  • post_url
  • like_count
  • likers_list
  • media_type
  • caption

instagram data scraper

Pull structured data on likes, comments, and user info for Instagram posts efficiently.

스크래핑 방법:
  • user_id
  • bio
  • follower_count
  • like_date
  • post_likes
  • engagement_rate

python instagram scraper

Optimized for Python scripts to download instagram likes and post details programmatically.

스크래핑 방법:
  • api_key
  • post_shortcode
  • liker_bio
  • verified_status
  • media_url
  • thumbnail

instagram likes downloader

Download complete lists of likers for any public Instagram post with timestamps.

스크래핑 방법:
  • download_url
  • liker_external_id
  • profile_link
  • like_position
  • batch_id

scrape instagram posts

Scrape likes alongside post content, media, and comments for full context.

스크래핑 방법:
  • post_caption
  • media_urls
  • comment_count
  • total_likes
  • hashtags
  • location

Instagram Post Like Scraper API 크롤링 방식

XCrawl

API 스크래핑 (개발자용)

Integrate via simple REST API calls for programmatic access to instagram post like scraper bulk endpoints.

  • XCrawl
    Python Integration
    Use instagram scraper python SDK with async requests to fetch bulk likes data at scale without hassle.
  • XCrawl
    Node.js Support
    Leverage JavaScript clients for instagram data scraper workflows, handling pagination and retries automatically.
  • XCrawl
    Custom Parameters
    Pass post URLs and limits via JSON payloads for precise instagram scraping api control.
XCrawl

노코드 스크래핑 (운영팀 & 성장팀용)

Use the intuitive dashboard for visual scraping without coding instagram post like scraper bulk jobs.

  • XCrawl
    Visual Post Selection
    Point-and-click to select Instagram posts and extract likes data effortlessly.
  • XCrawl
    Automated Scheduling
    Set recurring crawls for ongoing instagram data download with one-click setup.
  • XCrawl
    CSV/JSON Export
    Download scraped likes datasets directly in Excel or JSON for quick analysis.

코드 예시

간단한 API 호출로 몇 초 만에 Instagram Post Like Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

Instagram Post Like Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

영업 부서 문의
엔터프라이즈 맞춤화 지원

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Apotea Product Details Scraper API

Apotea Product Details Scraper API delivers reliable access to e-commerce product information from Apotea. This API extracts structured data like pricing, descriptions, variants, and media URLs with high accuracy. Developers can integrate it seamlessly to build scrapers for product details, avoiding manual crawling hassles. Our tool ensures fresh data via simple HTTP requests.

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Linkedin Event Scraper API

Linkedin Event Scraper API provides developers with a robust solution for extracting LinkedIn event information at scale. This API uses advanced headless browsers to fetch event details, attendee profiles, and engagement data reliably. Integrate it effortlessly into your workflows for automated data collection without rate limits or CAPTCHAs interrupting your pipeline.

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Target Reviews Scraper API

The Target Reviews Scraper API empowers backend developers to extract comprehensive customer review data from Target.com effortlessly. This API returns structured JSON with review text, star ratings, verified purchase flags, reviewer details, and product associations. Ideal for review analysis, sentiment tracking, or competitive intelligence without managing scrapers yourself.

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Otomoto Product Search Scraper API

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A
Autotrader Canada Per Results Scraper API

Autotrader Canada Per Results Scraper API delivers precise extraction of search results from Autotrader Canada's platform. This API ensures reliable access to vehicle listings, pricing, and details without captchas or blocks. Developers can integrate it seamlessly into apps for real-time data feeds, powering analytics, monitoring, and automation workflows with clean, structured JSON responses.

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News Articles Scraper API

The News Articles Scraper API empowers backend developers to effortlessly extract full-text articles, headlines, and metadata from top news sites. This API handles proxies, CAPTCHAs, and rate limits automatically, delivering clean, structured JSON datasets ready for analysis or integration into your applications.

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The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
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4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

Sarah Kim
Sarah Kim
Growth Hacker
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5.0

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

Mike Chen
Mike Chen
Backend Developer
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4.8

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
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Marketing Lead
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CTO
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Researcher
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Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
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5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
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4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
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5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
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5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

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

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
★★★★★
5.0

The instagram post like scraper bulk transformed our engagement tracking. Fast, accurate datasets every time!

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Easy python instagram scraper integration. Downloaded thousands of likes without a single block.

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

Best instagram scraper api for bulk extraction. JSON output is perfect for our ML models.

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

Instagram data scraper saved us weeks of manual work. Highly recommend for influencer analysis.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.9

Scalable instagram scraping tool with top-tier proxy support. No more rate limits!

David Patel
David Patel
CTO
★★★★★
5.0

Downloaded instagram likes effortlessly. Dataset quality is unmatched for social studies.

Lisa Wong
Lisa Wong
Researcher
★★★★★
4.7

Instagram scraper python library works flawlessly. Bulk jobs complete in minutes.

Tom Harris
Tom Harris
DevOps Engineer
★★★★★
5.0

Reliable for instagram data download. Powers our competitive intel dashboard perfectly.

Rachel Green
Rachel Green
Product Manager
★★★★★
4.9

Seamless api instagram integration. Extracted post likes data for sentiment analysis overnight.

John Doe
John Doe
Full-Stack Developer
★★★★★
5.0

Instagram post like scraper bulk is a game-changer. Precise and cost-effective scraping.

Anna Silva
Anna Silva
Analytics Specialist
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What is the architecture of the Instagram Post Like Scraper API?
Built on a distributed crawling engine with proxy pools and headless browsers, it processes instagram post like scraper bulk requests via REST endpoints returning JSON.
What is the pricing model for Instagram Post Like Scraper API?
Pay-per-result CPM starting at $0.01 per 1K likes, with volume discounts. No subscriptions; scale with usage for instagram data scraper needs.
What data coverage and rate limits apply to Instagram Post Like Scraper API?
Covers public posts' likes with near real-time data; soft limits of 10K likes/minute per IP, scalable with premium proxies.
Is the Instagram Post Like Scraper API legal and compliant?
Yes, extracts only public data per Instagram's ToS, using ethical scraping. No private info; complies with GDPR for public instagram scraping.
How to integrate Instagram Post Like Scraper API with Python or Node.js?
Use our SDKs: pip install for python instagram scraper, or npm for Node. Simple API keys and POST requests handle instagram scraper python workflows.

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