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Instagram Hashtag Scraper API

Unlock Instagram hashtag data effortlessly with the Instagram Hashtag Scraper API. This powerful instagram scraper tool bypasses rate limits and parsing challenges to deliver structured JSON data on posts, comments, and engagement metrics. Ideal for developers building instagram scraping solutions without worrying about IP blocks or complex instagram web scraping.

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What Can You Build With Instagram Hashtag Scraper API Scraper?

Build hashtag trend trackers to monitor viral instagram hashtags api usage, sentiment analyzers using scraped instagram comments for brand insights, and influencer discovery tools by scraping instagram posts under specific tags. Leverage this instagram scraper api for competitive analysis, content strategy, and real-time instagram data extraction.

XCrawl

Real-Time Data Extraction

Access fresh instagram hashtag datasets via REST endpoints, perfect for python instagram scraper scripts delivering JSON with media URLs, likes, and comments in seconds.

XCrawl

Proxy-Rotating Scraping

Avoid bans with built-in residential proxies in our instagram scraping api, ensuring reliable scrape instagram data even at high volumes for hashtag and post analysis.

XCrawl

Python & Node.js SDKs

Seamless integration with instagram api python libraries; async requests handle instagram reels scraper and comment extraction for scalable applications.

XCrawl

Structured JSON Output

Get clean, parse-ready data fields like engagement metrics and user bios from instagram post scraper endpoints, ready for databases or ML models.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Hashtag Scraper API Scrapers

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

Instagram Hashtag Scraper

Extract all posts, media, and metrics for any hashtag using simple API calls.

Scraping method:
  • hashtag_name
  • post_count
  • media_urls
  • likes_count
  • comments_count
  • user_profiles
  • timestamp
  • caption

Instagram Comment Scraper

Scrape threaded comments and replies from posts or hashtags with full context.

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

Instagram Post Scraper

Pull detailed data from instagram posts including images, videos, and engagement.

Scraping method:
  • post_id
  • caption
  • media_urls
  • user_id
  • likes
  • comments
  • location
  • hashtags

Instagram Reels Scraper

Capture short-form video reels data under hashtags for trend analysis.

Scraping method:
  • reel_id
  • video_url
  • thumbnail
  • views
  • likes
  • shares
  • audio_track
  • duration

Instagram User Scraper

Get profiles and bios of users posting under target hashtags.

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

Instagram Search API

Search and scrape results for hashtags, posts, and related content.

Scraping method:
  • query
  • results_count
  • top_posts
  • recent_posts
  • engagement_avg
  • hashtags_related

Instagram Hashtag Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API with Python, Node.js, or any HTTP client for programmatic instagram scraping.

  • XCrawl
    Python Instagram Scraper
    Use our SDK for async requests to instagram scraper python projects, handling pagination effortlessly.
  • XCrawl
    Rate Limit Handling
    Built-in retries and backoffs ensure reliable instagram data scraping at scale.
  • XCrawl
    JSON Webhooks
    Stream real-time updates from instagram hashtag scraper endpoints directly to your backend.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

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

  • XCrawl
    Visual Hashtag Selection
    Point-and-click to choose hashtags and data fields for instant previews.
  • XCrawl
    Automated Scheduling
    Set cron jobs to scrape instagram data regularly and get notifications.
  • XCrawl
    CSV/JSON Exports
    Download cleaned datasets from instagram comment scraper runs in multiple formats.

Code examples

Retrieve Instagram 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 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

The instagram hashtag scraper transformed our trend analysis; dataset quality and speed are unmatched.

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

Easy python instagram scraper integration helped us track competitors' hashtags effortlessly.

Sara Kim
Sara Kim
Growth Marketer
★★★★★
5.0

Accurate instagram comment scraper data fueled our sentiment models perfectly.

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

Instagram reels scraper api delivered precise engagement metrics for our reports.

Laura Patel
Laura Patel
Product Manager
★★★★★
4.9

Seamless REST endpoints for scrape instagram data; no more proxy hassles.

David Ortiz
David Ortiz
Backend Dev
★★★★★
5.0

Instagram post scraper provided rich JSON for our influencer dashboard.

Emma Wong
Emma Wong
Analyst
★★★★★
4.7

Reliable instagram scraping api scaled our hashtag monitoring tool beautifully.

Raj Singh
Raj Singh
CTO
★★★★★
5.0

Fast instagram data extraction via dashboard; exports are game-changers.

Sophia Lee
Sophia Lee
Social Media Lead
★★★★★
4.9

Instagram scraper python SDK made client projects a breeze.

Tom Bradley
Tom Bradley
Freelance Dev
★★★★★
5.0

High-quality scrape instagram comments data improved our campaign strategies.

Nina Gupta
Nina Gupta
Insights Manager
★★★★★
5.0

The instagram hashtag scraper transformed our trend analysis; dataset quality and speed are unmatched.

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

Easy python instagram scraper integration helped us track competitors' hashtags effortlessly.

Sara Kim
Sara Kim
Growth Marketer
★★★★★
5.0

Accurate instagram comment scraper data fueled our sentiment models perfectly.

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

Instagram reels scraper api delivered precise engagement metrics for our reports.

Laura Patel
Laura Patel
Product Manager
★★★★★
4.9

Seamless REST endpoints for scrape instagram data; no more proxy hassles.

David Ortiz
David Ortiz
Backend Dev
★★★★★
5.0

Instagram post scraper provided rich JSON for our influencer dashboard.

Emma Wong
Emma Wong
Analyst
★★★★★
4.7

Reliable instagram scraping api scaled our hashtag monitoring tool beautifully.

Raj Singh
Raj Singh
CTO
★★★★★
5.0

Fast instagram data extraction via dashboard; exports are game-changers.

Sophia Lee
Sophia Lee
Social Media Lead
★★★★★
4.9

Instagram scraper python SDK made client projects a breeze.

Tom Bradley
Tom Bradley
Freelance Dev
★★★★★
5.0

High-quality scrape instagram comments data improved our campaign strategies.

Nina Gupta
Nina Gupta
Insights Manager
★★★★★
5.0

The instagram hashtag scraper transformed our trend analysis; dataset quality and speed are unmatched.

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

Easy python instagram scraper integration helped us track competitors' hashtags effortlessly.

Sara Kim
Sara Kim
Growth Marketer
★★★★★
5.0

Accurate instagram comment scraper data fueled our sentiment models perfectly.

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

Instagram reels scraper api delivered precise engagement metrics for our reports.

Laura Patel
Laura Patel
Product Manager
★★★★★
4.9

Seamless REST endpoints for scrape instagram data; no more proxy hassles.

David Ortiz
David Ortiz
Backend Dev
★★★★★
5.0

Instagram post scraper provided rich JSON for our influencer dashboard.

Emma Wong
Emma Wong
Analyst
★★★★★
4.7

Reliable instagram scraping api scaled our hashtag monitoring tool beautifully.

Raj Singh
Raj Singh
CTO
★★★★★
5.0

Fast instagram data extraction via dashboard; exports are game-changers.

Sophia Lee
Sophia Lee
Social Media Lead
★★★★★
4.9

Instagram scraper python SDK made client projects a breeze.

Tom Bradley
Tom Bradley
Freelance Dev
★★★★★
5.0

High-quality scrape instagram comments data improved our campaign strategies.

Nina Gupta
Nina Gupta
Insights Manager
★★★★★
5.0

The instagram hashtag scraper transformed our trend analysis; dataset quality and speed are unmatched.

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

Easy python instagram scraper integration helped us track competitors' hashtags effortlessly.

Sara Kim
Sara Kim
Growth Marketer
★★★★★
5.0

Accurate instagram comment scraper data fueled our sentiment models perfectly.

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

Instagram reels scraper api delivered precise engagement metrics for our reports.

Laura Patel
Laura Patel
Product Manager
★★★★★
4.9

Seamless REST endpoints for scrape instagram data; no more proxy hassles.

David Ortiz
David Ortiz
Backend Dev
★★★★★
5.0

Instagram post scraper provided rich JSON for our influencer dashboard.

Emma Wong
Emma Wong
Analyst
★★★★★
4.7

Reliable instagram scraping api scaled our hashtag monitoring tool beautifully.

Raj Singh
Raj Singh
CTO
★★★★★
5.0

Fast instagram data extraction via dashboard; exports are game-changers.

Sophia Lee
Sophia Lee
Social Media Lead
★★★★★
4.9

Instagram scraper python SDK made client projects a breeze.

Tom Bradley
Tom Bradley
Freelance Dev
★★★★★
5.0

High-quality scrape instagram comments data improved our campaign strategies.

Nina Gupta
Nina Gupta
Insights Manager
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Instagram Hashtag Scraper API work?
Send a simple HTTP POST with hashtag name; our cloud crawlers fetch, parse, and return structured JSON via endpoints, handling all rendering and anti-bot measures.
What determines pricing?
Billed by successful records extracted (e.g., posts/comments), with tiers based on volume, frequency, and premium features like real-time streaming.
What data coverage and limitations apply?
Covers public hashtags, posts, comments, reels, and metrics; private content unavailable. Updated frequently to match Instagram changes.
Is this legal and compliant?
Strictly scrapes public data only, adhering to robots.txt and terms where possible; users responsible for their usage in compliance with Instagram policies.
What integration support is available?
Official SDKs for Python/Node.js, full API docs, webhooks, and Slack/email support for custom setups.

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