Best IG Hashtag Scraper 2025

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Finding the right IG hashtag scraper can make a significant difference in gathering accurate data for marketing, research, and audience engagement. Hashtags play a vital role in Instagram’s ecosystem, helping users discover content, connect with communities, and track trends. However, manually extracting hashtag-related data is time-consuming. That’s where an efficient IG hashtag scraper becomes essential.

This article provides insights into the best IG hashtag scrapers in 2025, their features, and how they can help businesses and marketers extract valuable data.

Why Use IG Hashtag Scraper?

An IG hashtag scraper allows users to extract usernames, emails (if public), bios, and engagement metrics from Instagram posts tagged with specific hashtags. The benefits include:

1. Lead Generation

Extract emails and usernames of users engaging with specific hashtags.
Build targeted email lists for marketing campaigns.

2. Audience Insights

Identify what type of content resonates with an audience.
Track how users interact with niche-specific hashtags.

3. Competitor Analysis

Discover which hashtags competitors use for engagement.
Analyze their audience and followers for insights.

4. Influencer Discovery

Find influencers engaging with popular hashtags in any industry.
Evaluate engagement levels before collaborations.

5. Hashtag Performance Tracking

Monitor how hashtags perform over time.
Identify the best hashtags for increasing post reach.

Top IG Hashtag Scrapers for 2025

Tool Name	Best For	Features	Pricing
LeadStal IG Hashtag Scraper	Bulk data extraction	CSV export, No coding needed	Free & Paid Plans
Phantombuster	Automated scraping	API support, Cloud-based	Starts at $30/month
Octoparse	No-code data scraping	Pre-set templates, Cloud storage	Starts at $75/month
Apify	Cloud-based extraction	API integration, Scalable	Free & Paid Plans
WebHarvy	Visual data scraping	Point-and-click interface	$139 one-time fee

Best IG Hashtag Scraper: LeadStal’s IG Hashtag Scraper

Among the available tools, LeadStal’s IG Hashtag Scraper stands out as the most efficient for extracting Instagram hashtag data. It provides a user-friendly experience while offering advanced features.

Features of LeadStal IG Hashtag Scraper

✔ Extract usernames, bios, emails, and engagement metrics.
✔ Bulk data collection for multiple hashtags.

✔ Export data in CSV or Excel formats.
✔ Real-time updates ensure fresh and accurate data.
✔ Works without coding knowledge.
✔ Simple installation and easy-to-use interface.

How to Use an IG Hashtag Scraper

Step 1: Install the IG Hashtag Scraper

Download the LeadStal IG Hashtag Scraper Chrome Extension.
Extract the ZIP file and enable Developer Mode in Chrome.
Load the unpacked extension to activate the tool.

Step 2: Open Instagram and Select a Hashtag

Log into Instagram through the Chrome browser.
Use the search bar to find relevant hashtags.
Click on a hashtag to view the associated posts.

Step 3: Extract Hashtag Data

Open the IG Hashtag Scraper extension.
Click Extract Hashtag Leads to start collecting data.
Wait for the scraper to retrieve usernames, bios, emails, and engagement metrics.

Step 4: Export Data for Further Use

Click View Result to review the extracted information.
Download the data in CSV or Excel format.
Organize the list based on engagement, location, or business type.

Pricing Plans for LeadStal’s IG Hashtag Scraper

Free	$0.00	20 Credits	Limited Data Extraction
Standard	$14.99/M	2,800 Credits	Bulk Hashtag Data Extraction, CSV Export
Business	$47.00/M	10,000 Credits	Advanced Filtering, Priority Support
Premium	$250.00/M	Unlimited	Unlimited Extraction, Full Data Insights

Each 1 Credit = 1 Valid Lead, and LeadStal does not charge for invalid leads.

Best Practices for Hashtag Scraping

✔ Extract data from public posts only – Private accounts restrict access to data.
✔ Use filtering options – Sort extracted data based on engagement levels.
✔ Avoid excessive scraping – Instagram has rate limits, so extract data gradually.
✔ Verify extracted emails – Use validation tools before outreach campaigns.
✔ Follow privacy regulations – Ensure compliance with GDPR and CCPA.

FAQs

1. Can I extract hashtag data from private Instagram accounts?

No, only public posts and profiles can be scraped.

2. Is it legal to scrape Instagram hashtag data?

Yes, as long as you collect publicly available data and use it responsibly.

3. Can I get email addresses from hashtag data?

Yes, if users have made their email addresses public on their profiles.

4. How long does it take to extract hashtag data?

It depends on the number of posts, but LeadStal’s tool can extract thousands of records in minutes.

5. Can I export the scraped data?

Yes, all extracted data can be downloaded in CSV or Excel formats.

6. What is the best way to use hashtag data?

You can use it for lead generation, influencer research, audience analysis, and marketing campaigns.

7. Does Instagram ban accounts for using a scraper?

Using a reliable scraper with proper intervals reduces the risk of restrictions.

8. Can I automate the data extraction process?

Yes, some scrapers, including LeadStal, offer automation features for seamless data collection.

9. Which industries benefit the most from Instagram hashtag scraping?

E-commerce, digital marketing, influencer agencies, and research firms benefit significantly.

10. How can I improve engagement using extracted data?

Use the data to create targeted content, collaborate with influencers, and optimize hashtag strategies.

Final Thought

Finding the best IG hashtag scraper can help businesses and marketers extract valuable data efficiently. Among the options available, LeadStal’s IG Hashtag Scraper offers a powerful, easy-to-use solution for extracting usernames, bios, emails, and engagement data from Instagram hashtags. Investing in a reliable tool ensures better insights, improved marketing strategies, and higher audience engagement.