Instagram Hashtag Scraper · No Cookies

Extract Instagram hashtag data without authentication or cookies. This scraper enables social media marketers to discover trending hashtags, analyze content volume, and identify audience engagement opportunities — all without logging into Instagram.

📺 Video Tutorial: How it Works

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Inputs

Field	Type	Description
query	String	The hashtag search term or keyword (e.g., "insights", "marketing", "fitness")

Outputs

Formats: JSON, CSV, Excel

Fields:

• id - Unique Instagram hashtag identifier
• name - Hashtag name without the # symbol
• media_count - Total number of posts using this hashtag
• allow_following - Boolean indicating if users can follow this hashtag
• profile_pic_url - Associated profile picture URL (if available)

How to Use

Step 1: Enter your target hashtag search term in the query field (e.g., "marketing", "travel", "fitness").

Step 2: Click "Start" to begin the scraping process.

Step 3: Once complete, download your results in JSON, CSV, or Excel format for immediate analysis.

Sample Output

[
  {
    "allow_following": false,
    "id": "17843878606024523",
    "media_count": 157724,
    "name": "marketinginsights",
    "profile_pic_url": null
  },
  {
    "allow_following": false,
    "id": "17841556174107909",
    "media_count": 186116,
    "name": "businessinsights",
    "profile_pic_url": null
  },
  {
    "allow_following": false,
    "id": "17843171689022801",
    "media_count": 143866,
    "name": "industryinsights",
    "profile_pic_url": null
  }
]

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Key Features

🔒 Cookieless / No Login Required - Access Instagram hashtag data without authentication, eliminating account suspension risks and simplifying your workflow.

📈 Scalable Architecture - Process multiple hashtag searches simultaneously with enterprise-grade infrastructure that handles high-volume data extraction.

✅ Rich Hashtag Data - Capture essential metrics including hashtag ID, name, media count, following status, and profile picture URLs for comprehensive analysis.

⚡ Fast & Reliable - Optimized scraping engine delivers results in seconds with built-in retry logic and error handling for consistent performance.

📊 Export-Ready Formats - Download data instantly in JSON, CSV, or Excel formats for seamless integration with your analytics tools and marketing platforms.

Use Cases

Social Media Marketers: Discover high-performing hashtags for campaign planning by analyzing media counts and trending patterns. Build data-driven content strategies that maximize reach and engagement across Instagram campaigns.

Content Strategists: Track hashtag popularity over time to identify emerging trends and seasonal opportunities. Compare related hashtags to optimize your content mix and stay ahead of industry conversations.

Competitive Analysts: Monitor competitor hashtag strategies and benchmark your performance against industry standards. Identify gaps in your hashtag portfolio and uncover untapped audience segments.

🧩 Other Instagram Actors by Data Slayer

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Need verified emails? Our LinkedIn Post Engagers Email Finder and LinkedIn Audience Email Finder extract verified work emails from LinkedIn engagement data.

💬 Feedback and Support

We actively maintain this actor and ship improvements based on user feedback. If you run into any issues or have ideas for new features:

• Create an issue on the Actor's Issues tab in Apify Console
• Rate the actor if it helped you — it helps others find it too

We typically respond within 24 hours.

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