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Instagram Hashtag Username Scraper
📸 Instagram Hashtag Username Scraper finds and extracts usernames from targeted IG hashtags fast. 🔍 Ideal for influencer discovery, audience research, and outreach. ⚙️ Export to CSV/JSON or API pipelines. 🚀 Boost growth and campaigns—use ethically, respect Instagram TOS.
Pricing
from $3.99 / 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.
