Pricing

from $0.95 / 1,000 post extracteds

Try for free

Go to Apify Store

Instagram Hashtag API — Top Posts Scraper

Try for free

Get top posts for any Instagram hashtag as clean JSON: shortcode, URL, caption, likes, comments, owner, media type and timestamp. Browser-based with residential proxy. No login.

Pricing

from $0.95 / 1,000 post extracteds

Rating

0.0

(0)

Developer

RD.Galih Rakasiwi

Actor stats

Bookmarked

Total users

Monthly active users

6 days ago

Last modified

Why this Actor

Instagram's web data is behind signed GraphQL requests that change often. This Actor drives a real Chromium browser through Apify residential proxy and captures the same GraphQL responses the page makes, then normalizes them.

Endpoints

Method	Path	Description
GET	`/hashtag/{tag}`	Top posts for a hashtag (`?limit=1..100`)
GET	`/health`	Liveness + proxy status

curl "https://<container-url>/hashtag/fashion?limit=30"
curl "https://<container-url>/hashtag/travel?limit=10"

Output

{
  "hashtag": "fashion",
  "mediaCount": "1.2B",
  "count": 30,
  "proxyUsed": true,
  "posts": [
    {
      "shortcode": "ABC123",
      "url": "https://www.instagram.com/p/ABC123/",
      "caption": "…",
      "likes": 1234,
      "comments": 56,
      "isVideo": false,
      "timestamp": 1729000000,
      "owner": "username",
      "thumbnail": "https://…"
    }
  ]
}

Notes

Residential proxy is required. Inside Apify it is used automatically. Locally set PROXY_URL.
Likes/comments are included when Instagram returns them; some nodes expose only the shortcode (DOM fallback), in which case those fields are null.
No login or cookies are used.

instagram hashtag scraper, instagram hashtag api, top posts by hashtag, instagram analytics, hashtag research, social media monitoring

Local development

pip install -r requirements.txt
PROXY_URL=http://user:pass@proxy:port uvicorn src.main:app --reload

Instagram Hashtag Stats

leadsbrary/instagram-hashtag-stats

Get total post count and top posts for any Instagram hashtag — no login required. Powered by real browser rendering for reliable results even on the most popular hashtags. Perfect for content strategy, trend monitoring and influencer research.

Alexandre Manguis

184

5.0

(2)

Instagram Hashtag Posts & Reels Scraper · No Login

data-slayer/instagram-hashtag-posts-reels-scraper-no-login

Scrape Instagram posts and Reels by hashtag with 145 fields per result — no login. Get likes, comments, shares, views, captions, video URLs, audio metadata, and creator profiles. Optionally enrich creators with emails and phones. SocialScraper PRO alternative. JSON/CSV/Excel.

Data Slayer

519

Instagram Post Details Scraper 📸

powerful_bachelor/instagram-post-details-scraper

📸 Extract detailed Instagram post data effortlessly! Get likes, comments, captions, hashtags & more. Perfect for 📊 analytics, 🎯 marketing research & 📈 performance tracking. Easy setup, powerful results! Supports multiple formats: JSON, CSV, Excel. Start scraping Instagram posts today! 🚀✨

Powerful Bachelor

193

2.0

(1)

Instagram Hashtag Scraper

easyapi/instagram-hashtag-scraper

Effortlessly scrape Instagram hashtag data, including top posts and engagement metrics. Perfect for marketers, researchers, and data analysts looking to gain insights from Instagram trends and content performance. 📊

EasyApi

1.6K

1.0

(2)

Instagram Scraper - Posts, Profiles, Likes, No Login

renzomacar/instagram-scraper

Scrape Instagram profiles and posts without login. Get followers, bio, verification, likes, comments, captions, hashtags and media URLs.

Renzo Madueno

Instagram Hashtag Scraper - Engagement & Top Posts

parseforge/instagram-hashtag-analytics-scraper

Instagram hashtag analytics: average and max likes, comments and views, related keywords, top creators and the top 12 posts with timestamps. Pay only for hashtags delivered: tags Instagram keeps behind its login come back as free error rows. No API key.

ParseForge

110

Instagram Discovery Reels Scraper

saswave/instagram-discovery-reels-scraper

Generate a list of reels from the discovery "For you" / "Following" page. Access their data: caption, likes, comments, location, date, instagram id, facebook id, music information Helps you scale analytics

SASWAVE

Social Media Hashtag Generator

easyapi/social-media-hashtag-generator

Supercharge your social media strategy with our Multi-Keyword Hashtag Generator! Get top, random, or live hashtags for multiple topics at once. Boost post visibility, engage diverse audiences, and stay ahead of trends across various niches. Perfect for comprehensive social media campaigns. 🚀🏷️

EasyApi

Instagram Scraper - Profiles, Posts & Hashtags

pear_fight/instagram-scraper

Scrape Instagram profiles, posts, reels & hashtags. Extract followers, bio, captions, likes, comments, engagement metrics, image URLs. No login or API needed. Bulk scraping supported. Pay per result. Export JSON/CSV.