Instagram Hashtags Scraper (No Login Required)

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.

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.

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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This Instagram scraper provides powerful hashtag analytics for marketers who need to export Instagram hashtags and extract Instagram hashtag data at scale. Whether you're using an Instagram hashtag search tool for competitive research or building an Instagram data extractor for trend analysis, this Instagram hashtag scraper delivers reliable, no-login access to the hashtag analytics Instagram marketers depend on for data-driven decision making.