Pricing

from $1.35 / 1,000 reels

Try for free

Go to Apify Store

Instagram Hashtag Scraper & Instagram Reels Search, No Login

Try for free

Scrape Instagram hashtags and keywords: an Instagram keyword search and hashtag scraper for the top reels of any hashtag or keyword. Per reel the caption, exact time, plays, likes, comments, owner and full name, music, location, tags and video URLs; per hashtag its post count. Misses free.

Pricing

from $1.35 / 1,000 reels

Rating

0.0

(0)

Developer

Hyperbach

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Social media

Automation

Videos

Features

You can access the Instagram Hashtag Scraper & Instagram Reels Search, No Login 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 API & Integrations 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 = { "hashtags": ["natgeo"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("hyperbach/instagram-hashtag-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Keyword Search & Hashtag Scraper: Top Reels API in Python

The Apify API client for Python is the official library that allows you to use Instagram Hashtag Scraper & Instagram Reels Search, No Login 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 Scraper & Instagram Reels Search, No Login API in JavaScript

Instagram Hashtag Scraper & Instagram Reels Search, No Login API through CLI

Instagram Hashtag Scraper & Instagram Reels Search, No Login OpenAPI definition

Instagram Hashtag Scraper & Instagram Reels Search, No Login API

Instagram Hashtag Scraper

goat255/instagram-hashtag-scraper

Scrape top or recent Instagram posts for any hashtag without a login. Give a list of tag names and get back each post with its permalink, owner (username, name, verified), media type, like, comment and view counts, caption, and post date. Pagination is walked up to your chosen limit per hashtag.

Goutam Soni

Instagram Hashtag Scraper · Recent, Top & Reels · Date Filter

memo23/instagram-hashtag-scraper

Instagram hashtag scraper with a Recent (newest-first) feed, plus Top and Reels. Filter by posted-after and posted-before dates, or videos only. Captions, likes, comments, plays, video URLs, creator handle, tagged accounts, optional reel audio. No login, deduped. From $0.70 per 1,000 posts.

Muhamed Didovic

311

4.0

(1)

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

1.6K

4.2

(6)

Instagram Search Scraper

scrapesmith/instagram-search-scraper-api

Search Instagram by keyword and extract posts, Reels, and carousels with 130+ data points. Get all metadata, video data and direct media download URLs. Multiple keywords per run. No login needed. JSON, CSV, Excel, API, MCP, webhook, AI-agent ready.

Scrape Smith

129

Instagram Reels Keyword Search Scraper — Reels Search to Text

steadyfetch/instagram-keyword-reels-scraper

Instagram reels keyword search: type a keyword and get the matching reels with captions, engagement, media links and owner — plus the spoken words of each reel as a transcript, on request. No login. From $0.60 per 1,000 reels, transcripts $0.006 each. An undelivered reel is never charged.

Steadyfetch Team

120

Instagram Reels Search | $0.4/1K Reels + $0.002 per Page

publicsignallabs/instagram-reels-search

Search public Instagram Reels by keyword for $0.40 per 1,000 saved Reels plus $0.002 per successfully fetched page. One page per query by default. No login, cookies, browser, or proxy setup.

Public Signal Labs

135

Instagram Hashtag Scraper | $0.24/1K on Starter

publicsignallabs/instagram-hashtag-scraper

Extract public Instagram posts and Reels for any hashtag, relevance-ranked as the Instagram app shows them, for about $0.24 per 1,000 items on Starter. No login, cookies, browser, or proxy setup.

Public Signal Labs

Instagram Keyword Posts Scraper

data-slayer/instagram-keyword-posts-scraper

Search public Instagram posts, Reels and carousels by keyword. Batch up to 10 phrases and export captions, engagement, creator details and media URLs with query attribution. No Instagram login required.

Data Slayer

232

Instagram Hashtag Scraper

apidojo/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! ⚡

API Dojo

4.6K

3.4

(16)

Instagram Reels Search & Trend Discovery · No Login

data-slayer/instagram-search-reels

Search Instagram Reels by keyword and discover trending content — no login, no cookies. Get play counts, likes, comments, shares, video URLs, captions, hashtags, audio/music info, and creator profiles. Find viral reels in any niche. 125+ data points per reel. JSON/CSV/Excel.

Data Slayer

4.7K

5.0

(3)