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Instagram Free Hashtag Scraper API

The Instagram Free Hashtag Scraper API empowers developers to scrape Instagram hashtags, posts, comments, and profiles effortlessly. Bypass rate limits and IP blocks with our robust instagram scraper api, delivering structured JSON data via simple REST calls. Ideal for instagram scraping tools, python instagram scraper scripts, and large-scale instagram data extraction without hassle.

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What Can You Build With Instagram Free Hashtag Scraper API Scraper?

Build hashtag trend analyzers to track viral instagram hashtags api usage, sentiment tools using scrape instagram comments for brand monitoring, and competitor dashboards with instagram profile scraper data. Power instagram post scraper apps for content curation, engagement trackers via instagram scraper python integration, and datasets for machine learning from instagram data download.

XCrawl

Real-Time Data Extraction

Fetch fresh instagram scrape results instantly with async endpoints, perfect for python instagram api integrations and real-time dashboards monitoring hashtag trends and post engagement.

XCrawl

Structured JSON Outputs

Receive clean, parseable JSON from instagram scraper api calls, including media URLs, comments, and metrics, enabling seamless data processing in Node.js or Python environments.

XCrawl

Scalable Scraping Infrastructure

Handle millions of requests with auto-scaling proxies, ideal for instagram data scraper tools building large instagram hashtag datasets or bulk instagram posts scraper operations.

XCrawl

Rate Limit Evasion

Smart rotation and delays ensure uninterrupted instagram web scraping, supporting high-volume instagram comment downloader tasks without bans or throttling.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Free Hashtag Scraper API Scrapers

Access the most commonly used Instagram Free Hashtag Scraper API data types — fully structured, consistently formatted, and production-ready.

instagram hashtag scraper

Extract top posts, media, and metrics from any Instagram hashtag for trend analysis.

Scraping method:
  • hashtag
  • post_id
  • media_url
  • likes_count
  • comments_count
  • caption
  • timestamp
  • user_id

instagram post scraper

Pull detailed data from specific Instagram posts including captions and engagement stats.

Scraping method:
  • post_id
  • caption
  • media_urls
  • likes
  • comments
  • timestamp
  • hashtags

instagram comment scraper

Scrape threaded comments and replies from posts for sentiment and interaction analysis.

Scraping method:
  • post_id
  • comment_id
  • text
  • user_id
  • likes
  • replies_count
  • timestamp

instagram profile scraper

Gather user bios, follower counts, and recent posts from Instagram profiles.

Scraping method:
  • username
  • bio
  • followers_count
  • following_count
  • posts_count
  • profile_pic
  • recent_posts

scrape instagram comments

Download all comments from posts or hashtags with full threading support.

Scraping method:
  • comment_id
  • text
  • author_username
  • likes
  • is_reply
  • parent_id
  • timestamp

instagram scraper python

Optimized endpoints for Python scripts to scrape Instagram data at scale.

Scraping method:
  • query
  • results_count
  • json_data
  • media_list
  • engagement_metrics
  • error_log

Instagram Free Hashtag Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate the Instagram scraper API with REST endpoints for Python, Node.js, or any HTTP client.

  • XCrawl
    Python SDK Ready
    Use instagram scraper python libraries for quick setup and async scraping of hashtags and posts.
  • XCrawl
    Async High-Volume Calls
    Handle parallel requests for instagram data scraper tasks without rate limits.
  • XCrawl
    Custom Parameters
    Filter by date, depth, or keywords in instagram scraping api queries.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our intuitive dashboard for no-code Instagram scraping without writing a single line.

  • XCrawl
    Visual Query Builder
    Select hashtags, posts, or profiles via drag-and-drop for instant instagram hashtag scraper runs.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring scrape instagram data exports to CSV or JSON.
  • XCrawl
    One-Click Exports
    Download instagram comments scraper results in Excel, perfect for non-technical teams.

Code examples

Retrieve Instagram Free Hashtag 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 Free Hashtag 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 api transformed our hashtag analysis pipeline. Fast, reliable scraping with perfect JSON datasets.

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

Easiest instagram post scraper I've used. Downloaded thousands of comments effortlessly for sentiment tracking.

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

Instagram scraper python integration was seamless. Scaled to millions of posts without issues.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Love the instagram hashtag scraper for trend data. Accurate and quick exports saved us weeks.

Laura Patel
Laura Patel
SEO Analyst
★★★★★
4.9

Built robust models with scrape instagram data. High-quality instagram comment scraper outputs.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram profile scraper gave deep insights into competitors. Super easy dashboard too.

Emma Wong
Emma Wong
Content Strategist
★★★★★
4.7

Reliable instagram scraping api for our app. Handles blocks like a pro.

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

Downloaded instagram data download tool results in minutes. Perfect for campaigns.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram web scraper delivers clean datasets for analysis. Highly recommend.

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

Transformed our workflow with instagram scraper tool. Fast and feature-rich.

Nina Lopez
Nina Lopez
Product Manager
★★★★★
5.0

This instagram scraper api transformed our hashtag analysis pipeline. Fast, reliable scraping with perfect JSON datasets.

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

Easiest instagram post scraper I've used. Downloaded thousands of comments effortlessly for sentiment tracking.

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

Instagram scraper python integration was seamless. Scaled to millions of posts without issues.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Love the instagram hashtag scraper for trend data. Accurate and quick exports saved us weeks.

Laura Patel
Laura Patel
SEO Analyst
★★★★★
4.9

Built robust models with scrape instagram data. High-quality instagram comment scraper outputs.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram profile scraper gave deep insights into competitors. Super easy dashboard too.

Emma Wong
Emma Wong
Content Strategist
★★★★★
4.7

Reliable instagram scraping api for our app. Handles blocks like a pro.

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

Downloaded instagram data download tool results in minutes. Perfect for campaigns.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram web scraper delivers clean datasets for analysis. Highly recommend.

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

Transformed our workflow with instagram scraper tool. Fast and feature-rich.

Nina Lopez
Nina Lopez
Product Manager
★★★★★
5.0

This instagram scraper api transformed our hashtag analysis pipeline. Fast, reliable scraping with perfect JSON datasets.

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

Easiest instagram post scraper I've used. Downloaded thousands of comments effortlessly for sentiment tracking.

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

Instagram scraper python integration was seamless. Scaled to millions of posts without issues.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Love the instagram hashtag scraper for trend data. Accurate and quick exports saved us weeks.

Laura Patel
Laura Patel
SEO Analyst
★★★★★
4.9

Built robust models with scrape instagram data. High-quality instagram comment scraper outputs.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram profile scraper gave deep insights into competitors. Super easy dashboard too.

Emma Wong
Emma Wong
Content Strategist
★★★★★
4.7

Reliable instagram scraping api for our app. Handles blocks like a pro.

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

Downloaded instagram data download tool results in minutes. Perfect for campaigns.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram web scraper delivers clean datasets for analysis. Highly recommend.

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

Transformed our workflow with instagram scraper tool. Fast and feature-rich.

Nina Lopez
Nina Lopez
Product Manager
★★★★★
5.0

This instagram scraper api transformed our hashtag analysis pipeline. Fast, reliable scraping with perfect JSON datasets.

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

Easiest instagram post scraper I've used. Downloaded thousands of comments effortlessly for sentiment tracking.

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

Instagram scraper python integration was seamless. Scaled to millions of posts without issues.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Love the instagram hashtag scraper for trend data. Accurate and quick exports saved us weeks.

Laura Patel
Laura Patel
SEO Analyst
★★★★★
4.9

Built robust models with scrape instagram data. High-quality instagram comment scraper outputs.

David Ortiz
David Ortiz
ML Engineer
★★★★★
5.0

Instagram profile scraper gave deep insights into competitors. Super easy dashboard too.

Emma Wong
Emma Wong
Content Strategist
★★★★★
4.7

Reliable instagram scraping api for our app. Handles blocks like a pro.

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

Downloaded instagram data download tool results in minutes. Perfect for campaigns.

Olivia Grant
Olivia Grant
Marketing Lead
★★★★★
4.9

Instagram web scraper delivers clean datasets for analysis. Highly recommend.

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

Transformed our workflow with instagram scraper tool. Fast and feature-rich.

Nina Lopez
Nina Lopez
Product Manager
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Free Hashtag Scraper API work?
Send REST requests with hashtag or query params; our cloud crawlers fetch, parse, and return structured JSON from public Instagram pages in seconds.
What is the pricing model?
Pay-per-successful-result with tiers based on data volume, request speed, and custom features like priority queues or historical data.
What data coverage and limitations apply?
Covers public hashtags, posts, comments, profiles; private/logged-in content unavailable. Up to 10k results per query with pagination.
Is this legal and compliant?
Designed for public data only, respecting robots.txt and ToS where possible. Users responsible for their usage; we provide ethical scraping tools.
What integration support is available?
SDKs for Python, Node.js; full docs, webhooks, and 24/7 support for instagram scraper api setup and troubleshooting.

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