Pricing

Pay per event

Instagram Hashtag Scraper

Best posts & reels hashtag scraper! $0.016 / hashtag gets you 60 items FREE, then $0.0004 / additional item. No authentication, no proxy needed. Perfect for content research and social media intelligence! ⚡

Pricing

Pay per event

Rating

3.9

(13)

Developer

API Dojo

Actor stats

Bookmarked

1.7K

Total users

320

Monthly active users

11 hours

Issues response

16 hours ago

Last modified

Categories

Social media

Developer tools

Automation

You can access the Instagram Hashtag 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    "startUrls": ["https://www.instagram.com/explore/tags/cats/"],
10    "getReels": False,
11    "getPosts": True,
12    "maxItems": 1000,
13    "customMapFunction": "(object) => { return {...object} }",
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("apidojo/instagram-hashtag-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Hashtag Scraper API in Python

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

Install the apify-client

$pip install apify-client

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Instagram Hashtag Scraper API through CLI

Instagram Hashtag Scraper OpenAPI definition

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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.

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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.

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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.

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5.0

Instagram Hashtags Posts Scraper

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This Actor scrapes public Instagram hashtag popular pages. It runs in no‑login mode, which makes it fast to start and easy to use for analytics, research, and content monitoring workflows.

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Instagram Hashtag Analytics Scraper

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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.

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Instagram Reels Scraper

spectr_of_inspiration/instagram-hashtag-reels-scraper

Powerful Instagram API alternative for high-speed hashtag & Reels scraping. No login or password required. Extract captions, URLs, and timestamps in seconds with zero risk of bans. Perfect for trend analysis, e-commerce market research, and content automation. Fast, safe, and cost-effective.