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Instagram Location Stats Scraper API

The Instagram Location Stats Scraper API empowers developers to scrape Instagram location data effortlessly. Bypass rate limits and parsing challenges with our robust instagram scraper api, delivering structured JSON for location search, post stats, engagement metrics, and profiles. Ideal for instagram scraping, data extraction, and building custom instagram crawlers.

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What Can You Build With Instagram Location Stats Scraper API Scraper?

Build location-based analytics dashboards to track venue popularity with instagram location search data. Analyze competitor strategies by scraping instagram posts tied to specific locations for engagement insights. Create trend reports using scraped instagram data on user profiles, media, and stats, powering market research and growth tools.

XCrawl

Real-time Instagram Scraping

Access fresh instagram data scraper results in JSON format, perfect for python instagram scraper scripts handling location stats and engagement metrics asynchronously.

XCrawl

Proxy-Rotated Requests

Avoid IP blocks during intensive instagram scraping api calls, ensuring reliable extraction of location search, profiles, and post data at scale.

XCrawl

Python SDK Integration

Seamless instagram scraper python library for developers, supporting async requests to scrape instagram data, datasets, and location info effortlessly.

XCrawl

Structured JSON Outputs

Get clean, parseable datasets from instagram web scraper endpoints, including post counts, bios, and stats for instant analysis or database ingestion.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Instagram Location Stats Scraper API Scrapers

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

instagram location search

Search and scrape Instagram locations by name or coordinates for stats on posts and engagement.

Scraping method:
  • location_id
  • name
  • address
  • post_count
  • media_count
  • engagement_rate
  • top_hashtags

instagram profile scraper

Extract user profiles associated with locations, including bios and activity stats.

Scraping method:
  • username
  • full_name
  • bio
  • follower_count
  • post_count
  • profile_pic_url
  • location_tags

scrape instagram posts

Fetch posts geotagged to specific locations with media and interaction data.

Scraping method:
  • post_id
  • caption
  • media_url
  • likes_count
  • comments_count
  • timestamp
  • location

instagram data scraper

Aggregate stats from locations like total mentions, top users, and trend data.

Scraping method:
  • location_name
  • total_posts
  • avg_engagement
  • top_users
  • hashtag_frequency
  • time_series

instagram post scraper

Detailed scraper for individual posts at locations, including comments and shares.

Scraping method:
  • post_id
  • shortcode
  • media_type
  • view_count
  • comments
  • user_mentions
  • hashtags

location search instagram

Advanced search for Instagram locations with filtering by popularity and recency.

Scraping method:
  • query
  • location_id
  • slug
  • blurb
  • website
  • phone
  • post_count

Instagram Location Stats Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via simple REST API endpoints for programmatic instagram scraping with Python or Node.js.

  • XCrawl
    Python Instagram API
    Use our instagram scraper python SDK for async requests to extract location stats and datasets efficiently.
  • XCrawl
    JSON REST Endpoints
    Call endpoints like /locations/search for instant scrape instagram data in structured format.
  • XCrawl
    Scalable Async Calls
    Handle high-volume instagram web scraping with rate-limit management and proxy rotation.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for visual instagram location stats scraping without coding.

  • XCrawl
    Visual Query Builder
    Select locations and fields via UI to scrape instagram posts and profiles easily.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring instagram data scraper runs and notifications.
  • XCrawl
    CSV/Excel Exports
    Download scraped datasets directly for analysis in spreadsheets or BI tools.

Code examples

Retrieve Instagram Location Stats 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 Location Stats 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.

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We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

This instagram scraper api transformed our location analytics. Fast scraping and clean JSON datasets saved us weeks of dev time.

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

Perfect for instagram location search insights. Easy integration with python instagram scraper for real-time venue tracking.

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

Reliable instagram profile scraper that handles blocks seamlessly. High-quality data for our competitive analysis.

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

Scraped instagram data scraper outputs are spot-on for engagement metrics. Boosted our marketing ROI instantly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Instagram post scraper delivers precise stats without hassle. Scalable for our big data pipelines.

David Patel
David Patel
CTO
★★★★★
5.0

Love the instagram data extraction speed. Built custom location dashboards in days using their API.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Instagram scraper python library is a game-changer. Handles location search flawlessly at scale.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram posts data for trends. Essential for our social media reports.

Nina Gupta
Nina Gupta
Research Analyst
★★★★★
4.9

Effortless instagram web scraper integration. JSON outputs perfect for our ML models.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
4.8

Instagram location stats unlocked venue insights. Best tool for data-driven campaigns.

Rachel Ortiz
Rachel Ortiz
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our location analytics. Fast scraping and clean JSON datasets saved us weeks of dev time.

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

Perfect for instagram location search insights. Easy integration with python instagram scraper for real-time venue tracking.

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

Reliable instagram profile scraper that handles blocks seamlessly. High-quality data for our competitive analysis.

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

Scraped instagram data scraper outputs are spot-on for engagement metrics. Boosted our marketing ROI instantly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Instagram post scraper delivers precise stats without hassle. Scalable for our big data pipelines.

David Patel
David Patel
CTO
★★★★★
5.0

Love the instagram data extraction speed. Built custom location dashboards in days using their API.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Instagram scraper python library is a game-changer. Handles location search flawlessly at scale.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram posts data for trends. Essential for our social media reports.

Nina Gupta
Nina Gupta
Research Analyst
★★★★★
4.9

Effortless instagram web scraper integration. JSON outputs perfect for our ML models.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
4.8

Instagram location stats unlocked venue insights. Best tool for data-driven campaigns.

Rachel Ortiz
Rachel Ortiz
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our location analytics. Fast scraping and clean JSON datasets saved us weeks of dev time.

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

Perfect for instagram location search insights. Easy integration with python instagram scraper for real-time venue tracking.

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

Reliable instagram profile scraper that handles blocks seamlessly. High-quality data for our competitive analysis.

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

Scraped instagram data scraper outputs are spot-on for engagement metrics. Boosted our marketing ROI instantly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Instagram post scraper delivers precise stats without hassle. Scalable for our big data pipelines.

David Patel
David Patel
CTO
★★★★★
5.0

Love the instagram data extraction speed. Built custom location dashboards in days using their API.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Instagram scraper python library is a game-changer. Handles location search flawlessly at scale.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram posts data for trends. Essential for our social media reports.

Nina Gupta
Nina Gupta
Research Analyst
★★★★★
4.9

Effortless instagram web scraper integration. JSON outputs perfect for our ML models.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
4.8

Instagram location stats unlocked venue insights. Best tool for data-driven campaigns.

Rachel Ortiz
Rachel Ortiz
Marketing Director
★★★★★
5.0

This instagram scraper api transformed our location analytics. Fast scraping and clean JSON datasets saved us weeks of dev time.

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

Perfect for instagram location search insights. Easy integration with python instagram scraper for real-time venue tracking.

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

Reliable instagram profile scraper that handles blocks seamlessly. High-quality data for our competitive analysis.

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

Scraped instagram data scraper outputs are spot-on for engagement metrics. Boosted our marketing ROI instantly.

Emma Lopez
Emma Lopez
Analytics Lead
★★★★★
4.9

Instagram post scraper delivers precise stats without hassle. Scalable for our big data pipelines.

David Patel
David Patel
CTO
★★★★★
5.0

Love the instagram data extraction speed. Built custom location dashboards in days using their API.

Lisa Wong
Lisa Wong
Product Manager
★★★★★
4.7

Instagram scraper python library is a game-changer. Handles location search flawlessly at scale.

Jordan Lee
Jordan Lee
DevOps Engineer
★★★★★
5.0

Accurate scrape instagram posts data for trends. Essential for our social media reports.

Nina Gupta
Nina Gupta
Research Analyst
★★★★★
4.9

Effortless instagram web scraper integration. JSON outputs perfect for our ML models.

Tom Harris
Tom Harris
Full-Stack Developer
★★★★★
4.8

Instagram location stats unlocked venue insights. Best tool for data-driven campaigns.

Rachel Ortiz
Rachel Ortiz
Marketing Director
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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 Location Stats Scraper API work?
Send REST requests to endpoints like /locations/{id}/stats; our cloud scrapers fetch, parse, and return structured JSON with engagement metrics and post data.
What determines pricing?
Billed by successful API calls, data volume scraped, and concurrency level. Free tier available for testing instagram scraper api.
What data coverage and limitations apply?
Comprehensive public location stats, profiles, posts within Instagram's discoverability. Private content excluded; updates follow platform changes.
Is this legal and compliant?
Designed for public data only, respecting Instagram's ToS. No login simulation; users ensure compliance in their jurisdiction.
What integration support is available?
SDKs for Python, Node.js; detailed docs, code samples, and Slack support for instagram scraper python setups.

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