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Instagram Hashtag Username Scraper
#️⃣ Instagram Hashtag Username Scraper extracts public IG usernames from any hashtag in seconds. 🔍 De-duplicate, filter, and export to CSV/JSON for outreach, influencer discovery, audience & competitor research. 📈 Reliable, scalable, API-ready. 🚀 Ideal for growth & lead gen.
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from $2.99 / 1,000 results
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Apify Actor that collects hashtag posts and outputs rows: search_keyword, user_pk, username, id, code, caption.
Uses the same HTTP strategy as the local script: requests.Session, cookies.update({"sessionid": …}), GET https://www.instagram.com/, then GET …/fbsearch/web/top_serp/ (not httpx, so behavior matches a typical main.py + extract_posts.py setup).
Input
- urls — Tag URLs (
/explore/tags/name/) or plain hashtags (required). - sessionId — Required. Your Instagram
sessionidcookie (or envINSTAGRAM_SESSION_ID). Paste it when you start a run. Without it, Instagram typically returns no results. - proxyConfiguration — Recommended on Apify cloud: Instagram often returns no posts from raw datacenter IPs even with a valid session; the actor will switch routes automatically when the first response is empty (if proxy is enabled).
- maxItemsPerQuery — Cap per hashtag (default 100).
Run locally
Notes
Data from public SERP only. You are responsible for compliance with Instagram’s terms and applicable law.
What are other Instagram scraping tools?
If you want to scrape specific Instagram data, you can use any of the dedicated scrapers below for faster and more targeted results.
