YouTube Trending Videos Shorts Scraper - Low-costπŸ’²πŸ”₯#οΈβƒ£πŸ“Ί avatar

YouTube Trending Videos Shorts Scraper - Low-costπŸ’²πŸ”₯#οΈβƒ£πŸ“Ί

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YouTube Trending Videos Shorts Scraper - Low-costπŸ’²πŸ”₯#οΈβƒ£πŸ“Ί

YouTube Trending Videos Shorts Scraper - Low-costπŸ’²πŸ”₯#οΈβƒ£πŸ“Ί

πŸ”₯ 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.

Pricing

from $0.00005 / actor start

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Prime Scrape

Prime Scrape

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YouTube Hashtag Shorts & Videos Scraper


πŸ“Ί YouTube Hashtag Shorts & Videos Scraper | Bulk Hashtag Scraper | Apify Actor #️⃣

πŸš€ 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.


πŸ”₯ Why Choose This YouTube Hashtag Scraper?

βœ” Best YouTube Hashtag Scraper on Apify

βœ” Supports Bulk Hashtag Keywords

βœ” Supports Videos & Shorts

βœ” Fast & scalable extraction engine

βœ” Clean JSON / CSV / Excel output

βœ” Perfect for creators, marketers & researchers

βœ” No coding required


🎯 What This Scraper Does

This Apify Actor extracts YouTube content directly from hashtag pages.

πŸ“Œ Core Features

βœ… Scrape YouTube hashtag pages

βœ… Bulk hashtag keyword scraping

βœ… Scrape Videos or Shorts

βœ… Automatic pagination

βœ… Extract video titles

βœ… Extract video URLs

βœ… Extract thumbnails

βœ… Extract video IDs

βœ… Extract view counts

βœ… Export clean structured datasets


⚑ Input Configuration

πŸ”₯ BULK HASHTAG MODE (SEO BOOST πŸš€)

{
"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.


πŸ“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

πŸ’‘ Use Cases

Perfect for:

πŸ“ˆ Trending hashtag monitoring

πŸ“Ί YouTube Shorts research

πŸŽ₯ Video discovery

πŸ” Competitor analysis

πŸ“Š Social media analytics

πŸ€– AI training datasets

πŸ’‘ Content inspiration

πŸ“± Creator research

🌍 Marketing intelligence


πŸš€ Key Features

⚑ Bulk hashtag keyword scraping

πŸ“Ί Videos & Shorts support

πŸ“Œ Smart pagination

🧠 Clean structured datasets

πŸ“Š High-speed extraction

πŸ” Automatic retry system

πŸ’Ύ Export-ready data

βš™οΈ Enterprise cloud execution


πŸ“€ Supported Export Formats

βœ” JSON

βœ” CSV

βœ” Excel (XLSX)

βœ” XML

βœ” HTML


πŸ“¦ Example Output

[
{
"id": 1,
"title": "Lil bros standing on business πŸ’€ #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"
}
]

πŸ”₯ Why This is the BEST YouTube Hashtag Scraper on Apify?

βœ” Optimized for Apify Marketplace SEO

βœ” Supports Bulk Hashtag Keywords

βœ” Supports Videos & Shorts

βœ” Enterprise-grade performance

βœ” Reliable extraction engine

βœ” Clean structured datasets

βœ” Cloud scalable

βœ” Perfect for creators, agencies, marketers and researchers


πŸ’Έ Pricing

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

You only pay for successfully extracted records.

πŸ’³ Price: $0.59 / 1,000 results


❓ 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.


⚠️ Disclaimer

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


πŸ”— Related Actors

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.


🌍 PrimeScrape Ecosystem

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

πŸ“Ί YouTube Intelligence

#️⃣ Hashtag Analytics

πŸ“ˆ Trend Monitoring

πŸ€– AI Training Datasets

πŸ“Š Creator Analytics

βš™οΈ Automation Pipelines

🌍 Enterprise Data Collection


πŸ“¬ Support

⭐⭐⭐⭐⭐ Leave a review if you enjoy this scraper.

πŸ“© Need a custom scraper, enterprise integration or private dataset?

Contact PrimeScrape directly through Apify.