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XCrawl솔루션Instagram Post Like Scraper Bulk Scraper API

Instagram Post Like Scraper Bulk Scraper API

XCrawl's Instagram Post Like Scraper Bulk Scraper API empowers developers to scrape instagram posts, profiles, and likes effortlessly. Our instagram scraper API handles complex rate limits and anti-bot measures, delivering structured JSON data for instagram scraping projects. Perfect for python instagram scraper integrations and bulk instagram data extraction without IP blocks.

무료 체험 시작
영업 부서 문의

Instagram Post Like Scraper Bulk Scraper API 스크래퍼로 무엇을 만들 수 있나요?

Build powerful apps with our instagram scraper API: track competitor engagement by scraping instagram likes and metrics for sentiment analysis; monitor instagram profiles for bio changes and follower growth; perform bulk extraction of instagram posts data for datasets in market research or content curation strategies.

XCrawl

Instant JSON Datasets

Receive clean, structured instagram data in JSON format from our instagram scraping API, ready for python instagram api processing or database ingestion without manual parsing.

XCrawl

Python SDK Integration

Seamlessly integrate with instagram scraper python libraries; our endpoints support async requests for high-volume scraping instagram data extraction in Node.js or Python environments.

XCrawl

Bulk Like Extraction

Download instagram likes and post engagement metrics at scale using our instagram post scraper, ideal for real-time analytics and large instagram datasets.

XCrawl

Rate Limit Bypass

Our instagram scraping tool rotates proxies to avoid blocks, ensuring reliable access to scrape instagram posts and profiles with 99.9% uptime.

전 세계 데이터 기반 팀이 신뢰합니다

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

XCrawl

사용 가능한 Instagram Post Like Scraper Bulk Scraper API 스크래퍼

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

instagram post scraper

Scrape instagram posts for captions, media, and full engagement data via simple API calls.

스크래핑 방법:
  • post_id
  • caption
  • media_urls
  • likes_count
  • comments_count
  • timestamp
  • hashtags
  • location

instagram profile scraper

Extract user profiles including bios, follower counts, and post history from instagram.

스크래핑 방법:
  • user_id
  • username
  • bio
  • followers_count
  • following_count
  • profile_pic_url
  • posts_count
  • is_private

download instagram likes

Bulk download likes and likers data for specific instagram posts and reels.

스크래핑 방법:
  • post_id
  • like_count
  • liker_usernames
  • liker_ids
  • timestamp
  • total_likes

instagram scraper api

Core API for scraping instagram search results, posts, and user info in JSON.

스크래핑 방법:
  • query
  • results_count
  • post_ids
  • user_profiles
  • engagement_metrics
  • media_types
  • publish_dates

scrape instagram posts

Targeted endpoint to scrape instagram posts by hashtag, user, or location filters.

스크래핑 방법:
  • post_url
  • thumbnail_url
  • video_url
  • caption_text
  • user_mention
  • view_count
  • share_count

instagram scraper python

Optimized for python instagram scraper scripts with SDK for bulk instagram data scraping.

스크래핑 방법:
  • session_id
  • scraped_count
  • success_rate
  • error_log
  • data_batch
  • rate_limit_status
  • proxy_used

Instagram Post Like Scraper Bulk Scraper API 크롤링 방식

XCrawl

API 스크래핑 (개발자용)

Integrate our RESTful instagram scraper API directly into your python instagram api or Node.js apps for programmatic instagram data scraping.

  • XCrawl
    Python Client SDK
    Use pre-built instagram scraper python wrappers for async bulk requests and seamless data handling.
  • XCrawl
    Custom Endpoints
    Tailor calls to scrape instagram posts or profiles with parameters for pagination and filters.
  • XCrawl
    Webhook Callbacks
    Receive real-time notifications for completed instagram scraping api jobs and datasets.
XCrawl

노코드 스크래핑 (운영팀 & 성장팀용)

Leverage our dashboard for no-code instagram scraping tool usage, scheduling bulk jobs without writing code.

  • XCrawl
    Visual Query Builder
    Select instagram posts, profiles, or likes via intuitive UI for instant scraping instagram data.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram profile scraper or post data extraction tasks.
  • XCrawl
    CSV/JSON Exports
    Download scraped instagram datasets directly in Excel, CSV, or JSON for easy analysis.

코드 예시

간단한 API 호출로 몇 초 만에 Instagram Post Like Scraper Bulk 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 Bulk 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
다음 결제 방식을 지원합니다:XCrawl ...

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

더 많은 솔루션 살펴보기

A
Apotea Product Details Scraper API

XCrawl's Apotea Product Details Scraper API is your ultimate product scraper for extracting structured data from Apotea. Effortlessly scrape product details, prices, reviews, and variants with a reliable product data API. Overcome parsing challenges and get clean JSON for product data scraping without IP blocks or manual efforts.

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L
Linkedin Event Scraper API

XCrawl's Linkedin Event Scraper API is the ultimate linkedin scraper api for extracting public event data from LinkedIn. Bypass rate limits and IP blocks with our robust linkedin scraping solution, delivering clean JSON from linkedin event scraper endpoints. Ideal for developers building linkedin data scraper tools without manual parsing hassles.

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T
Target Reviews Scraper API

XCrawl's Target Reviews Scraper API is the premier target scraper for effortless review scraping from Target.com. Extract customer reviews, ratings, and product insights using our powerful reviews API and product reviews scraper. Bypass rate limits and parsing challenges to get clean JSON datasets for web scraping reviews python projects or any review analysis workflow.

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Otomoto Product Search Scraper API

Unlock real-time Otomoto product data with our Otomoto Product Search Scraper API, the ultimate product scraper for backend developers. Effortlessly scrape product info, prices, and search results without dealing with IP blocks, complex parsing, or anti-bot measures. Get clean JSON datasets via simple REST endpoints for scalable product data scraping.

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Autotrader Canada Per results Scraper API

XCrawl's Autotrader Canada Per results Scraper API is your go-to autotrader scraper for extracting vehicle listings and search data effortlessly. This autotrader API bypasses anti-bot protections and delivers structured JSON from autotrader web pages, solving parsing challenges and IP blocking for scalable scrape autotrader operations.

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News Articles Scraper API

XCrawl's News Articles Scraper API is your go-to news scraper API and article scraper for extracting structured data from news websites. Effortlessly scrape news articles, overcome parsing challenges, anti-bot protections, and IP blocks to deliver clean JSON outputs for news scraping and web scraping news articles without hassle.

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5.0

This instagram scraper python tool transformed our data pipeline; bulk download instagram likes is lightning-fast and accurate.

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

Perfect for scraping instagram posts—easy integration and high-quality datasets for competitor analysis.

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

Instagram profile scraper delivers JSON perfection; no more manual parsing headaches.

Mike Chen
Mike Chen
Full-Stack Developer
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4.8

Bulk extraction of instagram data has supercharged our campaigns with real engagement metrics.

Luna Patel
Luna Patel
Marketing Analyst
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4.9

Reliable instagram scraper api for python instagram scraper projects; dataset quality is unmatched.

David Ortiz
David Ortiz
AI Researcher
★★★★★
5.0

Download instagram likes effortlessly—saved weeks of development time.

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

Instagram scraping tool handles scale perfectly; fast and proxy-smart.

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

Scrape instagram data for keyword insights—integration was a breeze.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
4.9

Best instagram post scraper for building ML models on social datasets.

Tom Harris
Tom Harris
Data Scientist
★★★★★
5.0

Instagram scraper api revolutionized our influencer tracking with precise like counts.

Nina Lopez
Nina Lopez
Founder
★★★★★
5.0

This instagram scraper python tool transformed our data pipeline; bulk download instagram likes is lightning-fast and accurate.

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

Perfect for scraping instagram posts—easy integration and high-quality datasets for competitor analysis.

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

Instagram profile scraper delivers JSON perfection; no more manual parsing headaches.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Bulk extraction of instagram data has supercharged our campaigns with real engagement metrics.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Reliable instagram scraper api for python instagram scraper projects; dataset quality is unmatched.

David Ortiz
David Ortiz
AI Researcher
★★★★★
5.0

Download instagram likes effortlessly—saved weeks of development time.

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

Instagram scraping tool handles scale perfectly; fast and proxy-smart.

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

Scrape instagram data for keyword insights—integration was a breeze.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
4.9

Best instagram post scraper for building ML models on social datasets.

Tom Harris
Tom Harris
Data Scientist
★★★★★
5.0

Instagram scraper api revolutionized our influencer tracking with precise like counts.

Nina Lopez
Nina Lopez
Founder
★★★★★
5.0

This instagram scraper python tool transformed our data pipeline; bulk download instagram likes is lightning-fast and accurate.

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

Perfect for scraping instagram posts—easy integration and high-quality datasets for competitor analysis.

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

Instagram profile scraper delivers JSON perfection; no more manual parsing headaches.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Bulk extraction of instagram data has supercharged our campaigns with real engagement metrics.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Reliable instagram scraper api for python instagram scraper projects; dataset quality is unmatched.

David Ortiz
David Ortiz
AI Researcher
★★★★★
5.0

Download instagram likes effortlessly—saved weeks of development time.

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

Instagram scraping tool handles scale perfectly; fast and proxy-smart.

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

Scrape instagram data for keyword insights—integration was a breeze.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
4.9

Best instagram post scraper for building ML models on social datasets.

Tom Harris
Tom Harris
Data Scientist
★★★★★
5.0

Instagram scraper api revolutionized our influencer tracking with precise like counts.

Nina Lopez
Nina Lopez
Founder
★★★★★
5.0

This instagram scraper python tool transformed our data pipeline; bulk download instagram likes is lightning-fast and accurate.

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

Perfect for scraping instagram posts—easy integration and high-quality datasets for competitor analysis.

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

Instagram profile scraper delivers JSON perfection; no more manual parsing headaches.

Mike Chen
Mike Chen
Full-Stack Developer
★★★★★
4.8

Bulk extraction of instagram data has supercharged our campaigns with real engagement metrics.

Luna Patel
Luna Patel
Marketing Analyst
★★★★★
4.9

Reliable instagram scraper api for python instagram scraper projects; dataset quality is unmatched.

David Ortiz
David Ortiz
AI Researcher
★★★★★
5.0

Download instagram likes effortlessly—saved weeks of development time.

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

Instagram scraping tool handles scale perfectly; fast and proxy-smart.

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

Scrape instagram data for keyword insights—integration was a breeze.

Olivia Grant
Olivia Grant
SEO Specialist
★★★★★
4.9

Best instagram post scraper for building ML models on social datasets.

Tom Harris
Tom Harris
Data Scientist
★★★★★
5.0

Instagram scraper api revolutionized our influencer tracking with precise like counts.

Nina Lopez
Nina Lopez
Founder
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How does the Instagram Post Like Scraper Bulk Scraper API work?
Send REST API requests with post URLs or usernames; our servers handle proxy rotation, parsing, and return structured JSON with likes, posts, and profile data.
What factors determine pricing?
Pricing scales by API credits consumed: based on data volume scraped, endpoint type (posts vs profiles), and frequency of bulk instagram scraping jobs.
What Instagram data is covered and any limitations?
Covers public posts, profiles, likes, comments, and media; private accounts excluded. Updates follow Instagram UI changes for 95%+ coverage.
Is this compliant and legal for Instagram scraping?
We scrape only public data accessible without login, adhering to terms for non-commercial research; always consult legal for your use case.
What integration support is available?
Full docs, Python/Node SDKs, and 24/7 support for instagram scraper api setup; sample code for python instagram scraper included.

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