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⇱ YouTube Viral Video Scraper & Topic Finder Β· Apify


πŸ‘ YouTube Viral Video Scraper & Topic Finder avatar

YouTube Viral Video Scraper & Topic Finder

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from $30.00 / 1,000 results

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YouTube Viral Video Scraper & Topic Finder

Scrape any YouTube channel to find viral videos. This tool automatically calculates baseline averages, extracts views and URLs, and uses AI to generate actionable content strategies based on outlier multipliers. Perfect for competitor analysis and YouTube topic research.

Pricing

from $30.00 / 1,000 results

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Developer

πŸ‘ IntelScrape

IntelScrape

Maintained by Community

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1

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4

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2

Monthly active users

2 days ago

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YouTube Viral Video Scraper & Topic Finder πŸš€

Stop guessing what content works. Start mathematically proving it.

The YouTube Viral Video Scraper & Topic Finder is an advanced competitor analysis tool designed for YouTubers, content strategists, and marketing agencies. It scrapes the latest videos from any YouTube channel, calculates the channel's exact baseline performance, and uses an AI strategy engine to instantly surface their most viral "Outlier" topics.

Instead of manually scrolling through hundreds of videos, this tool gives you a perfectly sorted content roadmap in seconds.

✨ Key Features

  • πŸ“ˆ Automatic Baseline Math: It calculates the channel's 30-video moving average to establish a true benchmark.
  • 🌟 Outlier Multiplier Engine: It divides every video's views by the channel baseline to calculate exact performance multipliers (e.g., 2.54x, 4.71x).
  • πŸ›‘οΈ Virtual DOM Proof: Custom iterative scrolling logic bypasses YouTube's lazy-loading and virtual memory destruction to guarantee 100% accurate data extraction.
  • πŸ€– AI Strategy Generation: It analyzes the multiplier and generates a direct, actionable strategy telling you exactly what to do with the data.
  • πŸ₯‡ Auto-Sorting: The final dataset is automatically sorted from highest multiplier to lowest, so the most viral goldmines are always at the absolute top of your spreadsheet.

πŸ› οΈ How to Use

  1. Click the Input tab.
  2. Paste the URL of the YouTube channel you want to analyze (e.g., https://www.youtube.com/@AlexHormozi/videos).
  3. Click Start.

Note: The scraper will automatically bypass YouTube's cookie-consent popups and extract the data headless.


πŸ“Š The "Star System" Output

The ai_content_strategy column uses a visual Star System so you can instantly identify what content to copy and what content to avoid:

  • ⭐⭐⭐ VIRAL OUTLIER (3.0x+): The video performed 300%+ better than the channel's average. Action: Double down on this exact topic, thumbnail style, and title structure immediately.
  • ⭐⭐ HIGH PERFORMER (1.5x+): Strong momentum detected. Action: Create a follow-up or "Part 2" video.
  • ⭐ AVERAGE (0.8x+): Standard channel performance. Satisfies the core audience but will not rapidly grow the channel.
  • 🚫 UNDERPERFORMER (<0.8x): Below average engagement. Action: Pivot away from this specific format.

πŸ“„ Example Output Data

Your downloaded CSV/Excel file will be perfectly formatted and ready to hand off to your production team:

{
"video_title":"If I Wanted to Make My First $100K in 2026, I'd Do This",
"url":"https://www.youtube.com/watch?v=jfW6gL6hKhk",
"video_views":1400000,
"channel_baseline_average":297167,
"outlier_multiplier":"4.71x",
"ai_content_strategy":"⭐⭐⭐ VIRAL OUTLIER: This video performed 3x+ above channel baseline. ACTION: Double down on this exact topic, thumbnail style, and title structure immediately.",
"publish_date":"3 months ago"
}

πŸ’° Pay Per Event (Zero Wasted Money)

This Actor is strictly monetized on a Pay Per Event model. You only pay for the exact rows of data successfully extracted and analyzed. If a video fails to scrape, you don't pay for it.

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