Pricing

from $1.40 / 1,000 per post scrapeds

Try for free

Go to Apify Store

Instagram Hashtag Posts Scraper

Try for free

Extract posts, reels, and media data from any public Instagram hashtag. Get engagement metrics, captions, trending audio, author profiles, and location data in clean JSON — no cookies or login needed.

Pricing

from $1.40 / 1,000 per post scrapeds

Rating

5.0

(2)

Developer

PinaCode

Actor stats

Bookmarked

1.1K

Total users

341

Monthly active users

13 days ago

Last modified

Categories

Lead generation

Social media

You can access the Instagram Hashtag Posts Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "hashtag": "instagram",
10    "scrape_type": "recent",
11    "max_items": 24,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("breathtaking_anthem/instagram-hashtag-posts-scraper").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
19for item in client.dataset(run["defaultDatasetId"]).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Hashtag Posts Scraper API in Python

The Apify API client for Python is the official library that allows you to use Instagram Hashtag Posts Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Hashtag Posts Scraper API in JavaScript

Instagram Hashtag Posts Scraper API through CLI

Instagram Hashtag Posts Scraper OpenAPI definition

Instagram Hashtag Posts Scraper API

Instagram Hashtag Scraper Pro ✅ No cookies ✅

scraping_solutions/instagram-hashtag-scraper-pro-no-cookies

Instagram Hashtag Scraper API: Automatically extract public Instagram posts by hashtag. Perfect for trend analysis, campaign monitoring, and real-time content collection.

Scraping Solutions

813

5.0

Instagram Hashtag Scraper

scrapesmith/instagram-hashtag-scraper

⚡ Instagram Hashtag Scraper – Extract posts & reels from any public hashtag. Get captions, likes, views, comments, timestamps & media URLs. Bulk hashtag support, no login needed. Export to JSON, CSV or Excel. $0.50/1,000 results.

Scrape Smith

644

3.7

Instagram Posts/Reels Scraper - No Cookies

queenlike_xystos/instagram-posts-reels-scraper---no-cookies

The Instagram Posts & Reels Scraper extracts posts, reels, and carousel media from any public instagram profile — no login or cookies required. Simply provide a username, select your scrape type, and receive clean, structured JSON data for every post or reel.

Q_Alpha

706

5.0

Instagram Hashtag Scraper

scraper-engine/instagram-hashtag-scraper

Scrape Instagram posts by hashtag quickly and at scale. Extract captions, images, reels, likes, comments, and metadata. Perfect for trend analysis, influencer research, marketing insights, and dataset creation. Fast, reliable, and ideal for automated Instagram hashtag monitoring.

Scraper Engine

134

5.0

Multiple TikTok Hashtags Scraper (no-limit)

novi/multiple-tiktok-hashtag-scraper

Multiple Hashtag TikTok Scraper. Just add one or more hashtags and extract posts, images, URLs, comments, likes, users, locations, timestamps, and more. No proxy cost, low usage expense.

Novi

210

Instagram Hashtag Analytics Scraper

parseforge/instagram-hashtag-analytics-scraper

Analyze Instagram hashtags at scale. Get total post counts, average likes, comments, views, top-performing posts with engagement data, related keywords, and top creators for any hashtag. Compare multiple hashtags side by side for content strategy and trend research. No login required.

ParseForge

Instagram Hashtag Analytics Scraper

apify/instagram-hashtag-analytics-scraper

Extract detailed Instagram hashtag metrics fast. Get total post count, posts per day, top and latest posts, related hashtags (literal and semantic), and their usage frequency. Export scraped stats, run the scraper via API, schedule and monitor runs or integrate with other tools.

Apify

3.3K

4.0

Instagram Hashtag Scraper

apify/instagram-hashtag-scraper

Scrape Instagram posts and reels by hashtags. Just add one or more hashtags and extract captions, locations, likes, plays, shares, comments count, images, timestamps, audio, and other hashtags. Export scraped hashtags, run the scraper via API, schedule and monitor runs or integrate with other tools.

Apify

62K

3.7

Instagram Trending Scraper

agentx/instagram-trending-scraper

Tap straight into Instagram's Explore feed and pull what's actually trending right now — up to 1,000,000 posts per run with caption, hashtags, like and comment counts, play count, author handle, and topic label. Optional one-click media archival to your key-value store.