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Instagram Hashtag Scraper — Instagram | Lagic

Built For

Discover top-performing Instagram posts and trends by hashtag.

Curated by Lagic·Verified working

Configure Agent

List of hashtags to scrape (with or without # symbol)

Maximum number of posts to scrape per hashtag. Tip: Try to keep your total posts (across all hashtags) under 10,000 for optimal performance.

Results to deliver

100 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

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

Sample Data Preview

Full post captions and associated hashtags.Number of likes and comments for each post.Post timestamps, unique IDs, and URLs.Owner's username, full name, and ID.Direct URLs for images and videos, including those in carousels.Indication if a post is sponsored.
Value...642https://...Sample Text...https://...Value...
Value...223https://...Sample Text...https://...Value...
..................
Exports as:CSVXLSXJSON

Overview

Extract detailed data from Instagram posts associated with specific hashtags, including captions, engagement metrics, media URLs, and author information, to fuel content strategy and trend analysis.

### Uncover Instagram Hashtag Insights This tool specializes in extracting public data from Instagram posts based on the hashtags you specify. Instead of manually scrolling through endless feeds, you get a structured dataset of posts, allowing you to analyze content trends, measure engagement, and identify key accounts. ### Data for Strategic Decisions For each post found under your target hashtags, the tool collects essential information. You'll see the full caption, the number of likes and comments, the exact timestamp of publication, and details about the post's owner, including their full name and username. It also identifies if a post is sponsored, a crucial detail for market research and competitor analysis. ### Rich Media and Metadata Beyond basic post data, the scraper provides URLs for all images and videos within a post, including child posts for carousels, along with video durations and media types. It captures any additional hashtags and user mentions present in the caption, giving you a complete picture of the post's context. Location information and music details are also included when available, offering deeper insights into content origin and appeal. ### Who Benefits? Marketing agencies can track campaign performance and find user-generated content. Brand managers can monitor brand mentions and sentiment. Content creators can identify trending topics and influential accounts. Researchers can gather data for social media studies. This tool helps anyone needing to understand the dynamics of content discovery and engagement on Instagram via hashtags.

Key Capabilities

  • Full post captions and associated hashtags.
  • Number of likes and comments for each post.
  • Post timestamps, unique IDs, and URLs.
  • Owner's username, full name, and ID.
  • Direct URLs for images and videos, including those in carousels.
  • Indication if a post is sponsored.
  • Mentions of other users within the caption.
  • Post type (e.g., image, video, carousel) and product type (e.g., feed).
  • Geographic location data, if available.
  • Music information, if included in the post.
  • Identify trending hashtags and content themes for upcoming marketing campaigns.
  • Analyze competitor content strategies by examining posts under their branded or industry-relevant hashtags.
  • Discover user-generated content (UGC) related to a brand or product for repurposing and engagement.
  • Monitor the performance and reach of specific hashtags used in a brand's own campaigns.
  • Find potential influencers or collaborators by identifying accounts consistently posting relevant, high-engagement content within a niche.
  • Conduct market research to understand consumer interests and conversations around specific topics.
  • Track sponsored posts within a hashtag to observe competitor advertising tactics or potential partnership opportunities.

Field Dictionary

How To Run This Extractor

1

Enter the list of Instagram hashtags you want to collect posts from, with or without the '#' symbol.

2

Specify the maximum number of posts you wish to retrieve for each hashtag.

3

Start the scraping process and wait for the tool to gather the public post data.

4

Download your comprehensive dataset containing all extracted post details.

Frequently Asked Questions

Do I need any coding skills to use this tool?
No, this tool is designed for non-technical users. You simply provide the hashtags you want to scrape.
What formats can I export the scraped data in?
Is scraping Instagram data compliant with their terms?
How many posts can I scrape at once?
Can I use this for client work?
How fresh is the data I receive?
Does this tool extract data from private accounts?
Can I schedule recurring scrapes?
What kind of engagement metrics are included?
How is the cost determined?
Will I get video content details?
Can I track sponsored content?