Instagram Location Posts Scraper (No Login Required)

Extract location-tagged Instagram posts without authentication or cookies. This scraper enables social media marketers to gather geo-specific content data for competitive analysis, trend monitoring, and location-based campaign planning.

Key Features

• 🔒 Cookieless / No Login Required - Access public location data without Instagram credentials or session management, eliminating account suspension risks
• 📈 Scalable Architecture - Process multiple locations simultaneously with configurable result limits to match your research scope
• ✅ Rich Post Data - Extract comprehensive post details including captions, hashtags, engagement metrics (likes, comments), location coordinates, timestamps, user profiles, and media URLs
• ⚡ Fast & Reliable - Optimized extraction engine delivers consistent results with built-in error handling and retry logic
• 📊 Export-Ready Formats - Download data in JSON, CSV, or Excel formats for immediate analysis in your preferred tools

Use Cases

Social Media Marketers: Analyze location-specific content trends to identify high-performing hashtags, optimal posting times, and popular content themes at target venues. Build geo-targeted campaigns based on real engagement patterns from competitors and local influencers.

Market Research Analysts: Track brand mentions and sentiment across specific locations, monitor competitor activity at retail stores or events, and identify emerging trends in different geographic markets through hashtag and caption analysis.

Sales & Business Development Teams: Discover potential B2B leads by identifying businesses posting from target locations, analyze foot traffic patterns at competitor venues, and gather intelligence on local events and community engagement opportunities.

Important Considerations

This scraper can only extract data from public profiles and posts. Private accounts and their posts are not accessible. Location data availability depends on users tagging their posts with specific locations. Some posts may have limited location information if users choose not to share precise coordinates.

Inputs

Field	Type	Description
locationQuery	String	Valid Instagram location name (e.g., "Times Square", "Eiffel Tower", "Central Park"). Must match an existing Instagram location tag.

Outputs

Formats: JSON, CSV, Excel

Key Fields Extracted:

• id - Unique post identifier
• code - Instagram post shortcode
• caption.text - Full post caption text
• caption.hashtags - Array of hashtags used
• caption.mentions - Array of mentioned usernames
• like_count - Number of likes
• comment_count - Number of comments
• taken_at - Post timestamp (Unix format)
• taken_at_date - Human-readable post date
• location.name - Location name
• location.address - Location address
• location.lat - Latitude coordinate
• location.lng - Longitude coordinate
• user.username - Post author username
• user.full_name - Post author full name
• user.is_verified - Verification status
• user.profile_pic_url - Profile picture URL
• thumbnail_url - Post image/video thumbnail
• image_versions.items - Array of image URLs in different resolutions
• is_video - Boolean indicating video content
• media_type - Content type (1=image, 2=video, 8=carousel)

How to Use

Step 1: Enter the target location name in the locationQuery field (e.g., "Brooklyn Bridge", "Santa Monica Pier").

Step 2: Configure any additional parameters like result limits based on your data needs.

Step 3: Run the scraper and download your results in JSON, CSV, or Excel format for analysis.

Sample Output

{
  "id": "3789234567890123456",
  "code": "DSPxYzAbCdE",
  "caption": {
    "text": "Amazing sunset views from the rooftop! 🌅 Perfect evening in the city.\n\n#rooftopbar #cityviews #sunsetlovers #downtownlife #urbanphotography",
    "hashtags": [
      "#rooftopbar",
      "#cityviews",
      "#sunsetlovers",
      "#downtownlife",
      "#urbanphotography"
    ],
    "mentions": []
  },
  "like_count": 847,
  "comment_count": 23,
  "taken_at": 1765892345,
  "taken_at_date": "2025-12-16T18:32:25+00:00",
  "location": {
    "name": "Sky Lounge Downtown",
    "address": "456 Main Street",
    "lat": 40.748817,
    "lng": -73.985428,
    "id": "245678"
  },
  "user": {
    "username": "cityexplorer_nyc",
    "full_name": "Sarah Mitchell",
    "is_verified": false,
    "profile_pic_url": "https://example.com/profile.jpg"
  },
  "thumbnail_url": "https://example.com/post_image.jpg",
  "is_video": false,
  "media_type": 1
}

---

This Instagram scraper provides comprehensive location-based Instagram data extraction capabilities for marketers and analysts who need to export Instagram posts by geographic area. Whether you're looking to scrape Instagram by location for competitive intelligence or lead generation Instagram campaigns, this tool delivers structured, location-based Instagram data ready for immediate analysis and strategic decision-making.