XCrawlGet started in 30 seconds.No credit card required. Explore everything for freeStart Free Trial

Instagram Hashtag Scraper Pro ✅ No cookies ✅ Scraper API

XCrawl's Instagram Hashtag Scraper Pro is the premier instagram scraper api for backend developers. Effortlessly scrape instagram hashtags, posts, and public data without cookies or authentication hassles. Bypass rate limits and parsing challenges with our instagram scraping api, delivering clean JSON for python instagram scraper projects and real-time analysis.

Start free trial
Contact Sales

What Can You Build With Instagram Hashtag Scraper Pro ✅ No cookies ✅ Scraper API Scraper?

Build hashtag trend analyzers to track viral instagram hashtags and scrape instagram posts for engagement insights. Create instagram datasets for ML models using instagram data scraper capabilities. Monitor competitor strategies with instagram post scraper tools, extracting media, comments, and metrics for comprehensive instagram scraping.

XCrawl

No Cookies Required

Access public instagram data via our instagram scraper api without cookies or logins, streamlining your scrape instagram workflows and reducing setup complexity for python instagram api integrations.

XCrawl

Real-time JSON Data

Get structured JSON outputs from every instagram hashtag scraper request, including engagement metrics, media URLs, and comments—perfect for fast dataset building in Node.js or Python environments.

XCrawl

Proxy Auto-Rotation

Avoid IP blocks with built-in rotating proxies in our instagram scraping api, ensuring reliable high-volume scraping instagram data for production-grade instagram scraper tools.

XCrawl

Async Scalability

Handle thousands of concurrent requests with async support in the instagram scraper python library, ideal for real-time instagram data extraction and hashtag analysis pipelines.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Hashtag Scraper Pro ✅ No cookies ✅ Scraper API Scrapers

Access the most commonly used Instagram Hashtag Scraper Pro ✅ No cookies ✅ Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram hashtag scraper

Extract top posts, media, and stats for any public Instagram hashtag instantly.

Scraping method:
  • hashtag_name
  • post_count
  • media_urls
  • likes_count
  • comments_count
  • usernames
  • engagement_rate

scrape instagram posts

Fetch detailed post data including captions, media, and interactions by hashtag or ID.

Scraping method:
  • post_id
  • caption
  • media_type
  • image_urls
  • video_url
  • timestamp
  • user_profiles
  • top_comments

instagram post scraper

Scrape Instagram posts with threaded comments and full engagement metrics.

Scraping method:
  • post_url
  • caption_text
  • likes
  • replies
  • media_urls
  • user_bios
  • search_ranking

instagram scraper api

REST API endpoint for bulk hashtag and post data extraction without limits.

Scraping method:
  • api_query
  • results_array
  • metadata
  • engagement_metrics
  • user_details
  • comment_threads

hashtag scraper

Targeted scraper for hashtag-specific posts, media, and user insights.

Scraping method:
  • hashtag
  • top_posts
  • thumbnails
  • videos
  • bios
  • pricing_history

instagram scraping api

Comprehensive API for instagram data scraping focused on hashtags and trends.

Scraping method:
  • scrape_url
  • json_data
  • seller_info
  • reviews
  • variants
  • best_sellers

Instagram Hashtag Scraper Pro ✅ No cookies ✅ Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful instagram scraper api into Python, Node.js, or any backend stack.

  • XCrawl
    Python Instagram SDK
    Leverage python instagram scraper libraries for easy async calls and instagram api python handling.
  • XCrawl
    Webhook Callbacks
    Receive real-time notifications on scrape instagram data completion via customizable webhooks.
  • XCrawl
    Rate Limit Management
    Built-in throttling and retries for reliable high-volume instagram scraping api usage.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Point-and-click dashboard for instagram hashtag scraper without writing code.

  • XCrawl
    Visual Hashtag Selector
    Browse and select hashtags visually, preview data before full scrape instagram runs.
  • XCrawl
    Scheduled Scrapes
    Automate recurring instagram data scraper jobs with cron-like scheduling.
  • XCrawl
    CSV/Excel Exports
    Download cleaned instagram post scraper results in CSV, JSON, or Excel formats instantly.

Code examples

Retrieve Instagram Hashtag Scraper Pro ✅ No cookies ✅ 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 Hashtag Scraper Pro ✅ No cookies ✅ 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

Explore more solutions

N
News Website Crawler & Article Extractor Scraper API

XCrawl's News Website Crawler & Article Extractor Scraper API revolutionizes news scraping by delivering structured JSON data from thousands of sources. Bypass complex parsing challenges in news scraper python scripts or custom news APIs, enabling seamless scrape news articles, news extraction, and article scraping without IP blocks or manual news crawling hassles.

Learn More
C
Crunchbase Scraper: Reliable & Easy Scraper API

XCrawl's Crunchbase Scraper API is the ultimate crunchbase scraper and easy web scraping tool for developers. Bypass rate limits and parsing challenges with our crunchbase api alternative, delivering structured crunchbase datasets instantly. Simplify scraping crunchbase for companies, funding, and profiles using this reliable easy scraper.

Learn More
H
Home Depot Browser Scraper API

The Home Depot Browser Scraper API is your premier home depot scraper tool and web scraper browser, designed for backend developers. Bypass anti-bot protections with advanced browser automation tool capabilities, effortlessly scraping home depot search api results, product details, pricing, and reviews into structured JSON without IP blocking or parsing headaches.

Learn More
F
Facebook Followers Scraper API

XCrawl's Facebook Followers Scraper API is the premier facebook scraper and facebook scraping api designed for backend developers. Effortlessly scrape facebook profiles, pages, and follower counts without IP blocks or parsing headaches. Integrate via simple REST endpoints for real-time facebook data extraction, perfect for python facebook api users seeking reliable facebook profile scraper and facebook page scraper functionality.

Learn More
F
Freelancer Scraper API

XCrawl's Freelancer Scraper API is the premier web scraper freelancer tool, delivering reliable web scraping freelancer data from Freelancer.com. Bypass CAPTCHAs, IP blocks, and parsing headaches with our robust API, extracting structured JSON for profiles, projects, bids, and reviews in minutes for seamless freelancer web scraping integration.

Learn More
P
PDF Scraper API

Unlock structured data from any PDF with XCrawl's PDF Scraper API. Effortlessly scrape data from PDF files using Python scrape PDF techniques, bypassing complex parsing challenges like scanned documents and intricate tables. Get clean JSON output for python pdf data extraction, eliminating manual efforts in pdf scraping and data scraping from pdf.

Learn More

What do our customers say?

★★★★★
5.0

Instagram hashtag scraper transformed our trend analysis. Clean JSON and no cookies make it the best instagram scraper api.

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

Effortless scrape instagram posts for campaigns. Python instagram scraper integration was seamless and fast.

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

Built huge instagram datasets with this instagram scraping api. Dataset quality and speed are unmatched.

Mike Chen
Mike Chen
ML Developer
★★★★★
4.8

Instagram post scraper handles comments perfectly. No blocks, easy python instagram api setup.

Laura Evans
Laura Evans
Backend Lead
★★★★★
5.0

Top hashtag scraper for engagement metrics. Reliable instagram data scraper for daily reports.

David Patel
David Patel
Analytics Head
★★★★★
4.9

Scales like a pro scraper. Instagram scraper python lib saved us weeks of dev time.

Emma Lopez
Emma Lopez
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram data without hassle. Perfect for competitor hashtag tracking.

Ryan Foster
Ryan Foster
Product Manager
★★★★★
4.7

Instagram scraping tools don't get better. Rich media and comments from every run.

Nina Gupta
Nina Gupta
Data Scientist
★★★★★
5.0

Instagram scraper api is production-ready. Fast, no cookies, full engagement data.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.9

Love the instagram hashtag api for trends. Easy exports and precise metrics.

Julia Ortiz
Julia Ortiz
Marketing Analyst
★★★★★
5.0

Instagram hashtag scraper transformed our trend analysis. Clean JSON and no cookies make it the best instagram scraper api.

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

Effortless scrape instagram posts for campaigns. Python instagram scraper integration was seamless and fast.

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

Built huge instagram datasets with this instagram scraping api. Dataset quality and speed are unmatched.

Mike Chen
Mike Chen
ML Developer
★★★★★
4.8

Instagram post scraper handles comments perfectly. No blocks, easy python instagram api setup.

Laura Evans
Laura Evans
Backend Lead
★★★★★
5.0

Top hashtag scraper for engagement metrics. Reliable instagram data scraper for daily reports.

David Patel
David Patel
Analytics Head
★★★★★
4.9

Scales like a pro scraper. Instagram scraper python lib saved us weeks of dev time.

Emma Lopez
Emma Lopez
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram data without hassle. Perfect for competitor hashtag tracking.

Ryan Foster
Ryan Foster
Product Manager
★★★★★
4.7

Instagram scraping tools don't get better. Rich media and comments from every run.

Nina Gupta
Nina Gupta
Data Scientist
★★★★★
5.0

Instagram scraper api is production-ready. Fast, no cookies, full engagement data.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.9

Love the instagram hashtag api for trends. Easy exports and precise metrics.

Julia Ortiz
Julia Ortiz
Marketing Analyst
★★★★★
5.0

Instagram hashtag scraper transformed our trend analysis. Clean JSON and no cookies make it the best instagram scraper api.

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

Effortless scrape instagram posts for campaigns. Python instagram scraper integration was seamless and fast.

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

Built huge instagram datasets with this instagram scraping api. Dataset quality and speed are unmatched.

Mike Chen
Mike Chen
ML Developer
★★★★★
4.8

Instagram post scraper handles comments perfectly. No blocks, easy python instagram api setup.

Laura Evans
Laura Evans
Backend Lead
★★★★★
5.0

Top hashtag scraper for engagement metrics. Reliable instagram data scraper for daily reports.

David Patel
David Patel
Analytics Head
★★★★★
4.9

Scales like a pro scraper. Instagram scraper python lib saved us weeks of dev time.

Emma Lopez
Emma Lopez
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram data without hassle. Perfect for competitor hashtag tracking.

Ryan Foster
Ryan Foster
Product Manager
★★★★★
4.7

Instagram scraping tools don't get better. Rich media and comments from every run.

Nina Gupta
Nina Gupta
Data Scientist
★★★★★
5.0

Instagram scraper api is production-ready. Fast, no cookies, full engagement data.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.9

Love the instagram hashtag api for trends. Easy exports and precise metrics.

Julia Ortiz
Julia Ortiz
Marketing Analyst
★★★★★
5.0

Instagram hashtag scraper transformed our trend analysis. Clean JSON and no cookies make it the best instagram scraper api.

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

Effortless scrape instagram posts for campaigns. Python instagram scraper integration was seamless and fast.

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

Built huge instagram datasets with this instagram scraping api. Dataset quality and speed are unmatched.

Mike Chen
Mike Chen
ML Developer
★★★★★
4.8

Instagram post scraper handles comments perfectly. No blocks, easy python instagram api setup.

Laura Evans
Laura Evans
Backend Lead
★★★★★
5.0

Top hashtag scraper for engagement metrics. Reliable instagram data scraper for daily reports.

David Patel
David Patel
Analytics Head
★★★★★
4.9

Scales like a pro scraper. Instagram scraper python lib saved us weeks of dev time.

Emma Lopez
Emma Lopez
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram data without hassle. Perfect for competitor hashtag tracking.

Ryan Foster
Ryan Foster
Product Manager
★★★★★
4.7

Instagram scraping tools don't get better. Rich media and comments from every run.

Nina Gupta
Nina Gupta
Data Scientist
★★★★★
5.0

Instagram scraper api is production-ready. Fast, no cookies, full engagement data.

Tom Bradley
Tom Bradley
CTO
★★★★★
4.9

Love the instagram hashtag api for trends. Easy exports and precise metrics.

Julia Ortiz
Julia Ortiz
Marketing Analyst
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 Instagram Hashtag Scraper Pro architecture work?
Send REST API requests with hashtag queries to our endpoints; we handle proxy rotation, parsing, and return structured JSON with posts, media, and metrics—no cookies needed.
What factors determine pricing?
Pricing scales by monthly API requests, data volume scraped, and concurrent jobs. Starts free for testing, with pro plans for high-volume instagram scraping api usage.
What data coverage and limitations apply?
Covers public hashtags, posts, user profiles, media URLs, comments, and engagement metrics. No private accounts, stories, or Reels beyond public access.
Is this legal and compliant for Instagram scraping?
We only scrape public data accessible without login. Users must ensure compliance with Instagram's TOS and local laws; we provide ethical tools for public instagram data.
What integration support is available?
Full SDKs for Python instagram scraper, Node.js, cURL examples, and docs. Plus dashboard for no-code, with 24/7 support for instagram api integration issues.

Get the data you need.

Let us handle the data collection while you focus on your work.

Start for Free