YouTube Trending Videos Shorts Scraper - Low-cost๐Ÿ’ฒ๐Ÿ”ฅ#๏ธโƒฃ๐Ÿ“บ avatar

YouTube Trending Videos Shorts Scraper - Low-cost๐Ÿ’ฒ๐Ÿ”ฅ#๏ธโƒฃ๐Ÿ“บ

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YouTube Trending Videos Shorts Scraper - Low-cost๐Ÿ’ฒ๐Ÿ”ฅ#๏ธโƒฃ๐Ÿ“บ

YouTube Trending Videos Shorts Scraper - Low-cost๐Ÿ’ฒ๐Ÿ”ฅ#๏ธโƒฃ๐Ÿ“บ

๐Ÿ”ฅ Scrape YouTube Trending Videos and Shorts by hashtag. Extract titles, views, likes, publish dates, channel names, video URLs, Shorts URLs, thumbnails, hashtags & more. Ideal for trend discovery, influencer research, content strategy, AI datasets and social media analytics.

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from $0.00005 / actor start

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Prime Scrape

Prime Scrape

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YouTube Hashtag Shorts & Videos Scraper


๐Ÿ“บ YouTube Hashtag Shorts & Videos Scraper | Bulk Hashtag Scraper | Apify Actor #๏ธโƒฃ

๐Ÿš€ Extract YouTube Hashtag Videos & Shorts in Seconds (No Code)

The YouTube Hashtag Shorts & Videos Scraper is a powerful, scalable and SEO-optimized Apify Actor designed to extract YouTube videos and Shorts from hashtag pages in bulk. Simply provide multiple hashtag keywords, choose whether to scrape All Videos or Shorts only, and export structured datasets for trend analysis, competitor research, AI datasets, content discovery and social media intelligence.


๐Ÿ”ฅ Why Choose This YouTube Hashtag Scraper?

โœ” Best YouTube Hashtag Scraper on Apify

โœ” Supports Bulk Hashtag Keywords

โœ” Supports Videos & Shorts

โœ” Fast & scalable extraction engine

โœ” Clean JSON / CSV / Excel output

โœ” Perfect for creators, marketers & researchers

โœ” No coding required


๐ŸŽฏ What This Scraper Does

This Apify Actor extracts YouTube content directly from hashtag pages.

๐Ÿ“Œ Core Features

โœ… Scrape YouTube hashtag pages

โœ… Bulk hashtag keyword scraping

โœ… Scrape Videos or Shorts

โœ… Automatic pagination

โœ… Extract video titles

โœ… Extract video URLs

โœ… Extract thumbnails

โœ… Extract video IDs

โœ… Extract view counts

โœ… Export clean structured datasets


โšก Input Configuration

๐Ÿ”ฅ BULK HASHTAG MODE (SEO BOOST ๐Ÿš€)

{
"hashtagKeywords": [
"makeup",
"football",
"gaming",
"travel",
"fitness",
"technology",
"crypto",
"cars"
],
"contentType": "shorts",
"maxItemsPerKeyword": 100
}

Simply add as many hashtag keywords as you want. The scraper automatically processes every hashtag separately.


๐Ÿ“Š Extracted Video Data

FieldDescription
idResult index
titleVideo or Shorts title
videoIdYouTube video ID
videoUrlDirect YouTube URL
thumbnailUrlThumbnail image
viewCountView count
contentTypeVideo or Shorts
hashtagSource hashtag keyword

๐Ÿ’ก Use Cases

Perfect for:

๐Ÿ“ˆ Trending hashtag monitoring

๐Ÿ“บ YouTube Shorts research

๐ŸŽฅ Video discovery

๐Ÿ” Competitor analysis

๐Ÿ“Š Social media analytics

๐Ÿค– AI training datasets

๐Ÿ’ก Content inspiration

๐Ÿ“ฑ Creator research

๐ŸŒ Marketing intelligence


๐Ÿš€ Key Features

โšก Bulk hashtag keyword scraping

๐Ÿ“บ Videos & Shorts support

๐Ÿ“Œ Smart pagination

๐Ÿง  Clean structured datasets

๐Ÿ“Š High-speed extraction

๐Ÿ” Automatic retry system

๐Ÿ’พ Export-ready data

โš™๏ธ Enterprise cloud execution


๐Ÿ“ค Supported Export Formats

โœ” JSON

โœ” CSV

โœ” Excel (XLSX)

โœ” XML

โœ” HTML


๐Ÿ“ฆ Example Output

[
{
"id": 1,
"title": "Lil bros standing on business ๐Ÿ’€ #shorts",
"videoId": "mQZrJku2P2M",
"videoUrl": "https://www.youtube.com/watch?v=mQZrJku2P2M",
"thumbnailUrl": "https://i.ytimg.com/vi/mQZrJku2P2M/hqdefault.jpg",
"viewCount": "7,291,126 views",
"contentType": "Shorts",
"hashtag": "football"
}
]

๐Ÿ”ฅ Why This is the BEST YouTube Hashtag Scraper on Apify?

โœ” Optimized for Apify Marketplace SEO

โœ” Supports Bulk Hashtag Keywords

โœ” Supports Videos & Shorts

โœ” Enterprise-grade performance

โœ” Reliable extraction engine

โœ” Clean structured datasets

โœ” Cloud scalable

โœ” Perfect for creators, agencies, marketers and researchers


๐Ÿ’ธ Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

๐Ÿ’ณ Price: $0.59 / 1,000 results


โ“ FAQ

Can I scrape multiple hashtags?

Yes. Bulk Hashtag mode lets you scrape unlimited hashtag keywords in a single run.

Can I scrape only Shorts?

Yes. Set "contentType": "shorts".

Can I scrape both Videos and Shorts?

Yes. Set "contentType": "all".

Is pagination automatic?

Yes. The scraper automatically continues until the requested limit is reached for every hashtag.

Can I export the data?

Yes. JSON, CSV, Excel, XML and HTML are supported.

Is coding required?

No. This is a 100% no-code Apify Actor.


โš ๏ธ Disclaimer

This tool is not affiliated with YouTube or Google. It is an independent data extraction solution.


If you're interested in other YouTube, Social Media, Videos or Rutube scraping solutions, check out these related tools:

We are building the complete PrimeScrape YouTube Intelligence Suite featuring YouTube videos, Shorts, hashtags, playlists, transcripts, comments, community posts, channels and creator analytics.

More premium YouTube scraping tools are coming soon.


๐ŸŒ PrimeScrape Ecosystem

Built for large-scale data extraction, automation, AI datasets and market intelligence.

๐Ÿ“บ YouTube Intelligence

#๏ธโƒฃ Hashtag Analytics

๐Ÿ“ˆ Trend Monitoring

๐Ÿค– AI Training Datasets

๐Ÿ“Š Creator Analytics

โš™๏ธ Automation Pipelines

๐ŸŒ Enterprise Data Collection


๐Ÿ“ฌ Support

โญโญโญโญโญ Leave a review if you enjoy this scraper.

๐Ÿ“ฉ Need a custom scraper, enterprise integration or private dataset?

Contact PrimeScrape directly through Apify.