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Instagram Hashtag Analytics Scraper — Instagram | Lagic

Built For

Get Instagram hashtag analytics, related tags, and the top-performing posts for any hashtag.

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.

This feature is for paying users only. If enabled, latest posts related to the hashtag will be included in each result. Upgrade to Starter plan to get shares as well.

This feature is for paying users only. If enabled, top most popular posts related to the hashtag will be included in each result. Upgrade to Starter plan to get top posts as well.

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

**Hashtag Overview:** Post count, posts per day, difficulty score, and unique ID.**Related Hashtag Lists:** Separate lists of frequently, averagely, and rarely used related hashtags for discovery.**Top & Latest Post Data:** For each post, you receive: - **Engagement Metrics:** Like count, comment count, and video view/play count. - **Post Content:** Full caption text, post URL, shortcode, display URL for media, and media type (e.g., video, image). - **Creator Details:** Owner's username, full name, and ID.
10092Value...Value...10099https://...Sample Text...
10092Value...Value...10092https://...Sample Text...
..................
Exports as:CSVXLSXJSON

Overview

Analyze any Instagram hashtag to get post counts, difficulty scores, and lists of related tags. Extract data from top and latest posts to understand content trends and identify key creators.

Instagram hashtags are a primary way for content to be discovered, but it's often unclear which tags are worth using. This tool provides the data needed to build a sophisticated hashtag strategy by analyzing any hashtag you provide. For any given hashtag, you'll receive key metrics like the total number of posts and the average number of posts per day, giving you a clear picture of its popularity and usage. The tool also provides various categories of related hashtags—frequent, average, and rare—which is crucial for finding less competitive or niche tags to improve your content's visibility. Beyond general analytics, you can choose to extract detailed data on both the "top posts" and "latest posts" associated with a hashtag. This allows you to analyze what kind of content performs best, including engagement metrics like like and comment counts, video views, and post captions. You can also identify influential creators in a niche by looking at the post owner's details. This data is essential for social media managers, brand strategists, and marketing agencies aiming to optimize their Instagram presence, monitor campaigns, or research competitor strategies.

Key Capabilities

  • ✓ **Hashtag Overview:** Post count, posts per day, difficulty score, and unique ID.
  • ✓ **Related Hashtag Lists:** Separate lists of frequently, averagely, and rarely used related hashtags for discovery.
  • ✓ **Top & Latest Post Data:** For each post, you receive:
  • ✓ - **Engagement Metrics:** Like count, comment count, and video view/play count.
  • ✓ - **Post Content:** Full caption text, post URL, shortcode, display URL for media, and media type (e.g., video, image).
  • ✓ - **Creator Details:** Owner's username, full name, and ID.
  • ✓ - **Metadata:** Post timestamp, location name, and mentioned users or other hashtags within the caption.
  • ✓ - **Video/Audio Details:** Video duration, video URL, and music information if applicable.
  • ✓ Develop a Campaign Hashtag Strategy: A social media manager can analyze a primary campaign hashtag to discover related, niche tags to expand reach and target specific communities.
  • ✓ Analyze Content Trends: A market researcher can extract the top posts for industry-specific hashtags (e.g., #sustainablefashion) to identify visual trends, popular products, and consumer sentiment.
  • ✓ Identify Niche Influencers: An influencer marketing agency can scrape the top posts for relevant hashtags to find creators who are already popular and authoritative within a specific topic.
  • ✓ Monitor Branded Hashtags: A brand manager can track their company's official hashtag to collect user-generated content, measure campaign engagement, and monitor brand mentions.
  • ✓ Conduct Competitor Research: A digital strategist can analyze the hashtags used by competitors to see which ones are driving the most engagement for them and identify gaps in their strategy.
  • ✓ Find Untapped Hashtags for Growth: A content creator can use the related hashtags feature to find less competitive (rare) tags where their content has a higher chance of ranking in the top posts.

Field Dictionary

How To Run This Extractor

1

1. Add one or more hashtags to the input field.

2

2. Enable the 'Include latest posts' option if you need data on the most recent content.

3

3. Enable the 'Include top posts' option to get data on the most popular content.

4

4. Run the tool to start the extraction.

5

5. Once the run is complete, download the hashtag analytics and post data.

Frequently Asked Questions

Do I need to be a developer to use this tool?
No. You just need to provide a list of hashtags you want to analyze.
What's the difference between 'top posts' and 'latest posts'?
What do the different 'related hashtag' categories mean?
In what format can I get the data?
Is it legal to scrape Instagram hashtag data?
How many hashtags can I analyze at once?
Can I use this for client work?
How is this different from Instagram's built-in analytics?
How fresh is the data?
Can I schedule this tool to run automatically?