Instagram Hashtag Scraper icon

Instagram Hashtag Scraper

Extract posts, reels, and engagement data from Instagram hashtags. Perfect for trend analysis and content research.

As an Apify affiliate, we may earn a commission from qualifying purchases made through our links, at no extra cost to you. We only recommend tools we believe in.

EXCEL CSV JSON XML HTML RSS JSONL

Try It Out

Experience the power of this scraper for free.

Run Scraper Now
apify-console
➜ ~ apify call instagram-hashtag-scraper
Loading actor configuration...
Running on Apify cloud...
✔ Run succeeded!
Fetched items: 1,245
Exporting to: CSV Excel

Overview

Comprehensive Instagram hashtag data extraction tool. Scrape posts, reels, captions, locations, likes, plays, shares, comments count, images, timestamps, and related hashtags. Ideal for social media marketers, trend researchers, and content strategists.

Key Features

Extract posts and reels by hashtag
Get engagement metrics (likes, comments, shares)
Download captions and media URLs
Filter by date and location
Discover related hashtags

Use Cases

1

Track trending hashtags and content

2

Analyze competitor hashtag strategies

3

Research content performance by hashtag

4

Discover influencer content in niches

5

Monitor brand mentions via hashtags

Input Parameters

Parameter Type Required Description
Start URLs Array Optional The initial URLs to start extracting data for Instagram Hashtag Scraper.
Max Items Integer Optional Maximum number of items to return.

Sample Output

[
  {
    "url": "https://example.com/data",
    "title": "Sample Extracted Record",
    "extracted_at": "2026-05-20T14:30:00Z"
  }
]

How to Use

  1. 1

    Sign up for free: Create a free ParseFlow account to access professional extraction tools.

  2. 2

    Set your parameters: Paste the target URLs into the Instagram Hashtag Scraper configuration.

  3. 3

    Download your data: Click Start, wait a few minutes, and download your dataset as Excel or JSON.

API Example

curl -X POST https://api.apify.com/v2/acts/apify/instagram-hashtag-scraper/runs \
  -H 'Content-Type: application/json' \
  -H 'Authorization: Bearer YOUR_API_TOKEN' \
  -d '{"startUrls": [{"url": "https://example.com"}]}'

Limitations

  • Data extraction speed depends on the target website's rate limits.
  • Extremely massive runs may require a premium proxy pool.

Frequently Asked Questions

Is the Instagram Hashtag Scraper legal to use?
Extracting publicly available data is generally completely legal for market research. However, always review the target website's Terms of Service.
Can I export the data to Excel?
Yes, you can export the collected data into Excel (XLSX), CSV, JSON, and XML formats directly from the dashboard.
Do I need to know how to code to use this?
No coding is required. Our intuitive visual interface allows anyone to set up and run the scraper in minutes.

Extracted Data Details

Caption Likes Comments Shares Plays Location Timestamp Media URL Related Hashtags

Pricing Structure Freemium
Category Social Media

View on Apify Store

Need a Custom Solution?

Contact us for a bespoke scraper built to your exact requirements.

Hire an Expert
Instagram Hashtag Scraper

Instagram Hashtag Scraper

Ready to extract data from {name}

Run for Free