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Instagram Location Posts Scraper - No Login Required

What does this scraper do?

This actor extracts Instagram posts tagged with a specific location.

Enter a location name, run the actor, and receive structured data for posts associated with that place.

No Instagram login, no cookies, no session handling required.

Cookieless architecture ensures stable, risk-free, and scalable automation.

Why scrape Instagram location posts?

Location-tagged posts reveal real engagement patterns tied to specific venues, cities, and events. This helps marketers, analysts, and sales teams to:

• Analyze location-specific content trends
• Identify high-performing hashtags at target venues
• Monitor competitor activity in geographic markets
• Discover local influencers and businesses
• Track brand mentions at retail stores or events
• Build geo-targeted campaigns based on real engagement data
• Gather insights into community activity and foot traffic trends

Its cookieless design fits scalable data pipelines without needing Instagram accounts.

How much will scraping cost?

The pricing for this actor is $2.50 per 1,000 scraped results. Refer to the pricing page.

Because this actor does not require login or session management, it reduces operational complexity and lowers the risk associated with account-based scraping. This predictable architecture keeps your data pipelines highly stable.

How to use the scraper

Here is a step-by-step guide:

Step 1: Open the actor: Go to your Apify Console and open the scraper.

Step 2: Enter your input parameters: In the input field, enter the Instagram location name (e.g., "Times Square", "Eiffel Tower", "Central Park").

Step 3: Configure result limits: Set the number of results or pages based on your research needs.

Step 4: Start the run: Click Start to begin scraping. The actor will fetch posts tagged with the specified location.

Step 5: Export or integrate: Once complete, download the dataset in JSON, CSV, or connect it via API to your analytics or automation system.

Input parameters

Below are the configuration options you can use to control the scraper.

Input example

{
"locationQuery":"Times Square",
"maxResults":100
}

What data does this scraper extract?

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
• 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 - ISO 8601 formatted 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 thumbnail URL
• image_versions.items - Array of image URLs
• is_video - Boolean indicating video content
• media_type - Content type (1=image, 2=video, 8=carousel)

All data is returned as structured JSON with null-safe fields for reliable downstream processing.

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
}

All data is delivered in structured JSON format suitable for geo-based marketing research, competitive intelligence, and location-focused Instagram analytics.

Key Features:

• 📈 Extract posts by Instagram location tag
• 📊 Capture engagement metrics including likes and comments
• ⚡ Structured JSON output ready for analytics and automation
• 📈 Retrieve geographic coordinates for mapping analysis
• 📊 Extract captions, hashtags, and mentions
• ⚡ Export-ready formats including JSON, CSV, and Excel
• 🔒 Fully cookieless architecture with no login required

FAQs

Does this scraper require Instagram login? No. It is fully cookieless and does not require login credentials.

Can it scrape private accounts? No. Only publicly accessible posts can be extracted.

Can I scrape multiple locations? Yes. Run separate executions for each location query.

Other Instagram scrapers that you may find useful:

Instagram Followers Scraper

Instagram User Info Scraper

Instagram Comments Scraper

Instagram likes scraper

Instagram search hashtags

Instagram location posts

Instagram following

Instagram user posts

Instagram search users

Instagram search reels