10 Best IG Hashtag Scrapers in 2025
Extract data from Instagram Hashtag for free in just one click.
Quickly access detailed location information.Instagram is one of the most powerful platforms for businesses, influencers, and marketers. Hashtags play a major role in content discovery, audience engagement, and lead generation. An IG Hashtags Scraper helps extract valuable data from hashtagged posts, allowing users to analyze trends, find influencers, and generate leads efficiently.
This article highlights the 10 best IG Hashtags Scrapers in 2025, their features, pricing, and how they can help improve Instagram marketing strategies.
Why Use an IG Hashtags Scraper?
Extracting hashtag data manually can be time-consuming. A scraper automates this process and provides insights that can be used to improve engagement strategies. Here are some reasons why marketers and businesses rely on IG Hashtags Scrapers:
✔ Find Trending Hashtags – Identify hashtags that are gaining traction in your industry.
✔ Analyze Competitor Performance – Understand which hashtags work best for your competitors.
✔ Build Targeted Marketing Lists – Extract user details from hashtag posts for outreach campaigns.
✔ Discover Influencers – Find content creators and influencers using specific hashtags.
✔ Improve Ad Targeting – Use hashtag data to refine audience targeting for paid promotions.
✔ Enhance Engagement Strategies – Track which hashtags generate the most interaction.
Top 10 IG Hashtags Scrapers in 2025
Features to Look for in an IG Hashtags Scraper
When choosing the best IG Hashtags Scraper, consider the following features:
1. Bulk Data Extraction
- The ability to scrape thousands of hashtagged posts in minutes.
- Saves time compared to manual extraction.
2. User-Friendly Interface
- No technical knowledge required.
- Simple navigation with easy-to-use tools.
3. Export Options
- Data should be downloadable in CSV, Excel, or JSON formats.
- Makes integration with marketing tools seamless.
4. Real-Time Data Updates
- Keeps extracted data fresh and relevant.
- Helps in tracking trending hashtags effectively.
5. Advanced Filtering Options
- Allows users to filter by engagement, followers, and content type.
- Ensures that only relevant data is extracted.
How to Use an IG Hashtags Scraper
Step 1: Install the Tool
- Download and install an IG Hashtags Scraper like LeadStal or Apify.
- If using a Chrome extension, enable Developer Mode to load the tool.
Step 2: Search for Target Hashtags
- Open Instagram and use the search bar to find hashtags related to your niche.
- Click on a hashtag to view all related posts.
Step 3: Extract Hashtag Data
- Open the scraper tool and start extracting data.
- It will pull information like usernames, captions, engagement metrics, and timestamps.
Step 4: Export and Analyze the Data
- Click View Result to review extracted data.
- Download it in CSV or Excel format for further analysis.
- Use data insights to improve marketing strategies.
Pricing Plans for LeadStal’s IG Hashtags Scraper
Each 1 Credit = 1 Valid Data Extracted, and LeadStal does not charge for invalid data.
Best Ways to Use IG Hashtag Data
✔ Track trends – Identify hashtags gaining traction in your industry.
✔ Find influencers – Locate content creators using popular hashtags.
✔ Improve content strategy – Adjust campaigns based on engagement analytics.
✔ Run better ads – Use hashtag insights to refine ad targeting.
✔ Monitor competitors – Analyze their hashtag strategies for better positioning.
FAQs
No, hashtag data can only be extracted from public accounts and posts.
Yes, as long as the scraper follows Instagram’s terms and only collects public data.
Yes, if users have made their email publicly available.
With a good scraper, thousands of posts can be extracted in minutes.
Yes, most scrapers allow export in CSV, Excel, or JSON formats.
Industry-relevant, trending, and high-engagement hashtags.
Scraping responsibly in intervals reduces the risk of restrictions.
Yes, tools like LeadStal and Phantombuster offer automation.
Marketers, business owners, influencers, and researchers.
Use insights to adjust content strategies and improve audience targeting.
Final Thought
An IG Hashtags Scraper is essential for marketers and businesses looking to improve their Instagram strategy. Whether tracking trends, finding influencers, or generating leads, these tools simplify the process and save time. Choosing the right scraper ensures accuracy, efficiency, and better engagement insights.
