How to Scrape 1000 Posts Using Instagram Hashtags?

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Extracting data from Instagram hashtags can provide valuable insights for businesses, marketers, and influencers. A reliable Instagram Hashtags Scraper helps collect large volumes of posts efficiently, eliminating the need for manual searches.

This article will cover how to scrape 1000 posts using Instagram hashtags, the best tools for the task, and how to use the extracted data effectively.

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Why Scrape Instagram Hashtags?

An Instagram Hashtags Scraper allows users to extract posts, usernames, captions, engagement metrics, and contact details from posts tagged with specific hashtags. Here’s why this is beneficial:

1. Market Research

  • Identify trending hashtags and content styles.
  • Analyze user engagement with industry-related hashtags.

2. Competitor Insights

  • See how competitors use hashtags to reach their audience.
  • Track engagement trends within your niche.

3. Lead Generation

  • Extract usernames and emails (if public) for outreach.
  • Build targeted marketing campaigns based on hashtag interactions.

4. Influencer Identification

  • Find influencers using relevant hashtags.
  • Evaluate their engagement before collaboration.

5. Content Strategy Optimization

  • Analyze the most engaging posts under specific hashtags.
  • Improve content strategies using real data.

Best Instagram Hashtags Scrapers for 2025

Tool NameBest ForFeaturesPricing
LeadStal IG Hashtag ScraperBulk post extractionCSV export, No coding neededFree & Paid Plans
PhantombusterAutomated data scrapingAPI support, Cloud-basedStarts at $30/month
OctoparseNo-code data extractionPre-set templates, Cloud storageStarts at $75/month
ApifyScalable data extractionAPI integration, Real-time dataFree & Paid Plans
WebHarvyVisual data scrapingPoint-and-click interface$139 one-time fee
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How to Scrape 1000 Posts Using Instagram Hashtags

Step 1: Install the Instagram Hashtags Scraper

Step 2: Select the Target Hashtag

  • Open Instagram in your browser.
  • Use the search bar to find relevant hashtags.
  • Click on a hashtag to see all related posts.

Step 3: Start Scraping Hashtag Data

  • Open the Instagram Hashtags Scraper extension.
  • Click Extract Hashtag Posts to begin data collection.
  • Wait for the scraper to retrieve 1000 posts along with usernames, captions, engagement details, and more.

Step 4: Export and Use the Data

  • Click View Result to review the extracted data.
  • Download the data in CSV or Excel format.
  • Filter and analyze posts based on likes, comments, and user activity.

Watch Step by Step Process


Pricing Plans for LeadStal’s Instagram Hashtags Scraper

Free$0.0020 CreditsLimited Data Extraction
Standard$14.99/M2,800 CreditsBulk Hashtag Data Extraction, CSV Export
Business$47.00/M10,000 CreditsAdvanced Filtering, Priority Support
Premium$250.00/MUnlimitedUnlimited Extraction, Full Data Insights

Each 1 Credit = 1 Valid Post Extracted, and LeadStal does not charge for invalid data. 

Included Features in All Plans

IG Hashtag Scraper Chrome Extension
Google Maps Scraper
Bing Maps Scraper
Realtor Scraper
Zillow Scraper
Google Search Email Scraper
Any Website Email Finder
Email Finder
Email Validation
✔ Send Emails
✔ Send SMS
✔ 24/7 Customer Support
✔ Regular Updates  

Best Practices for Hashtag Scraping

✔ Target public posts only – Private accounts do not allow data extraction.
✔ Filter results – Use engagement levels to focus on the most valuable posts.
✔ Avoid excessive scraping – Instagram may flag excessive requests. Extract data gradually.
✔ Verify contact details – Use validation tools before initiating outreach campaigns.
✔ Follow privacy regulations – Comply with GDPR and CCPA when using extracted data.

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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

Using an Instagram Hashtags Scraper helps businesses and marketers gather valuable post data efficiently. Whether for market research, audience analysis, or content strategy, the right tool simplifies the process and delivers accurate results. Among the top choices, LeadStal’s IG Hashtag Scraper stands out with its ease of use and bulk data extraction capabilities.

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