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Instagram Hashtag Scraper — Instagram | Lagic

Built For

Extract posts and reels data for any Instagram hashtag or keyword.

Curated by Lagic·Verified working

Configure Agent

Type in or paste the hashtag with or without # symbol. Use the + Add button to add more hashtags.

Choose whether to scrape posts or reels for the selected hashtags.❗Please note that the stories type has been deprecated. It used to return reels data, which wasn’t aligned with its purpose. Please use reels instead.

Set the maximum number of results (reels or posts) you want to scrape. If you set this to 5, you will scrape 5 posts for each hashtag you provide. With this setup, if you decide to add 7 different hashtags, you will scrape 35 posts altogether.⚠️ Free usage covers just the first page of results. To get more pages, Upgrade your plan.

Enable this option if you want to get posts or reels by a specific keyword. The dataset will be slightly different than the one produced by hashtag.

Results to deliver

200 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

2 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Post caption text and first commentLike, comment, and video view/play countsDirect URL to the post or video fileUsername and full name of the post's authorDate and time the post was publishedList of all hashtags used in the post
Value...10097https://...Sample Text...2026-04-05Value...
Value...10095https://...Sample Text...2026-04-05Value...
..................
Exports as:CSVXLSXJSON

Overview

Get detailed data from Instagram posts and reels associated with specific hashtags or keywords. Use it to track campaigns, find user-generated content, or analyze competitor strategies.

This tool gathers public data from Instagram posts and reels based on the hashtags they use or keywords in their captions. It's designed for marketers, brand managers, and researchers who need to understand content trends, track campaign performance, or discover what competitors are doing in a specific niche. By providing one or more hashtags, you can collect a dataset that includes post captions, like and comment counts, video URLs, user mentions, and tagged user information. This data is crucial for identifying popular content, finding influencers, and gathering user-generated content (UGC) to use in your own marketing. ### How is this different from a keyword search? The tool also offers an option to search by keyword instead of a hashtag. While a hashtag search looks for content explicitly tagged with `#yourterm`, a keyword search finds posts where 'your term' appears anywhere in the caption. This can surface a different, often broader, set of relevant posts and reels that aren't strictly hashtagged for a campaign, providing a more organic view of the conversation. ### Who benefits from this data? - **Marketing Agencies:** Track the performance of client campaigns by monitoring branded hashtags. Report on engagement metrics and find authentic user content to feature. - **Brand Managers:** Monitor brand mentions, discover how customers are using your products in the wild, and keep an eye on competitor content strategies. - **Content Creators & Social Media Managers:** Research what kind of content performs well in your niche. Identify trending topics and popular formats to inform your own content calendar.

Key Capabilities

  • Post caption text and first comment
  • Like, comment, and video view/play counts
  • Direct URL to the post or video file
  • Username and full name of the post's author
  • Date and time the post was published
  • List of all hashtags used in the post
  • List of users tagged in the photo or video
  • List of users mentioned in the caption
  • Geotagged location name, if available
  • Information on any music used in a Reel
  • URLs for images and carousels
  • Track the reach and engagement of a marketing campaign's official hashtag.
  • Find and collect user-generated content (UGC) for a specific product or brand.
  • Analyze a competitor's content strategy by extracting all posts for their key hashtags.
  • Identify micro-influencers and content creators active within a specific niche.
  • Research content trends and popular formats before a new product launch.
  • Monitor brand sentiment by analyzing captions of posts using your brand name as a keyword.
  • Curate a feed of relevant Instagram posts for a website, event, or social wall.

Field Dictionary

How To Run This Extractor

1

Enter one or more hashtags you want to track, with or without the '#' symbol.

2

Choose whether you want to extract Posts or Reels from the dropdown menu.

3

Set the maximum number of items you want to get for each hashtag.

4

Optionally, enable the 'Scrape with a keyword' toggle to search caption text instead of hashtags.

5

Click the 'Run' button to start the data extraction.

6

Once the run is complete, download your data as a CSV or Excel file.

Frequently Asked Questions

Do I need to be a developer to use this?
No, this tool is designed for non-technical users. You just need to provide hashtags or keywords in a simple form.
What format can I export the data in?
Is it legal to scrape Instagram hashtag data?
How many posts can I scrape at once?
Can I use this for client work?
What's the difference between scraping by hashtag and by keyword?
Can I get data for Instagram Stories?
How fresh is the data?
Can I schedule this tool to run automatically?
How is the cost determined?