Instagram Hashtag Scraper: Top Posts, Views & Related Tags

What does Instagram Hashtag Scraper do?

Instagram Hashtag Scraper returns the top posts Instagram shows for each hashtag, with play counts, and the hashtag's total post count and related keywords. Built for trend research, UGC discovery and creator scouting.

Per result you get:

• 🎬 top posts: shortcode, URL, type, full caption, play count, image
• 👤 owner username and verified flag
• 📈 total post count, related keywords and the topic description (free summary row)

How to use it

1. Click Try for free: the prefilled input runs in seconds.
2. Replace the example input with your own and press Start.
3. Download the results as JSON, CSV or Excel, or schedule the run.

Input example

{
    "hashtags": [
        "travel",
        "coffee",
        "skincare"
    ]
}

How much does it cost?

This Actor uses pay per event:

Event	Price
Post returned	$0.002 each
Summary and error rows	free

• 1,000 posts cost $2.00; summary rows are free.
• Apify also charges a tiny standard start fee per run. Maximum cost per run caps your spending.

Data source and terms

• Instagram's public hashtag pages as logged-out visitors see them. No account is used.
• This Actor is not affiliated with or endorsed by Instagram or Meta. Collect only what you are allowed to use, and respect personal data rules (GDPR/CCPA) for any personal data in the results.

Limitations

• Instagram shows logged-out visitors the 12 top posts of a hashtag (no recent feed, likes or comment counts).
• Banned or hidden hashtags return a free error row.

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