Fast YouTube Trending Scraper API: Extract Viral Videos, Rankings & Trend Data at Scale 🏯

The most comprehensive YouTube trending data extractor for viral content detection, trend spotting, and content strategy.

Extract YouTube trending videos including video titles, view counts, channel data, trending rank, and category information from any region or language. This YouTube trending videos API works without login—no proxies, no authentication, no API keys required. Built for marketers, content creators, and analysts who need to scrape YouTube trending data at scale.

💰 Transparent Event-Based Pricing

• Trending Query: $0.025 per query (~50 videos FREE!)
• Additional Videos: $0.0005 each

⚡ Speed: Up to 14 videos/second
📊 Coverage: Now Trending, Music, Movies, Gaming categories by region
🎯 Output: JSON/CSV with video titles, view counts, channel data, thumbnails, and keywords
🚀 Setup: Zero configuration—no authentication or proxy required

Perfect for trend spotting, viral content detection, content ideation, and competitor analysis at a fraction of traditional API costs.

📋 Table of Contents

• ⚡ Features & Capabilities
• 💰 Pricing: Transparent Event-Based Costs
• 🍚 Input Parameters
• 💡 YouTube Trending Scraper Strategy Guide
• 📦 Output Format
• 🧩 Custom Map Function
• 🌴 Related Scrapers & Data Extraction Tools
• 🆓 Demo Mode & Free Testing
• 🔧 Troubleshooting Common Issues
• 🎯 Use Cases & Industries
• 💡 Quick Start Guide
• ❓ Frequently Asked Questions
• 📞 Contact

🧭 What Does the YouTube Trending Scraper Do?

YouTube trending scraper is a tool that automates the process of collecting video IDs, video titles, view counts, like counts, channel names, trending ranks, and category data from YouTube's trending page. This YouTube most popular videos scraper enables viral content detection, trend spotting, and large-scale content strategy research.

The Api Dojo YouTube Trending Scraper API retrieves comprehensive trending video data—including video descriptions, tags, thumbnails, channel URLs, and region-specific rankings—from any country or language. This tool operates at speeds up to 14 videos per second without requiring proxies, authentication, or official YouTube API quotas.

This YouTube trending scraper serves as a practical alternative to the YouTube Data API v3 (videos resource, chart=mostPopular) for bulk trending data collection. No quota limits, no API key management—just straightforward data access through Apify's infrastructure. Extract YouTube trending videos for any region in minutes.

What You Get From Every Query

When you extract YouTube trending videos, you receive comprehensive viral content intelligence:

🎬 Video Information

• Video ID, video title, video URL
• Video description, tags, and hashtags
• Video duration and video category
• Thumbnail URLs (default, medium, high, maxres)
• Is livestream, is Shorts-eligible

📊 Engagement Metrics

• View count, like count, comment count
• Publish date and trending date
• Trending rank / position (#1 trending, #2 trending, etc.)

📺 Channel Information

• Channel name, channel ID, channel URL
• Channel subscriber data
• Language of video

🌍 Regional Data

• Region code / country code (trending is region-specific)
• YouTube category ID (Music, Gaming, News, Sports, etc.)
• Language parameter settings

What Data Can You Extract?

This YouTube trending data extractor captures all key trending video information:

Entity	What You Extract	Use Case
🎬 Video Data	Title, description, duration, tags	Content ideation, keyword research
📊 Engagement	Views, likes, comments, trending rank	Viral content detection, performance analysis
📺 Channel Info	Name, ID, URL, subscriber data	Influencer discovery, rising creator identification
🌍 Regional	Country code, category ID, language	Market research, cultural trend analysis
📅 Temporal	Publish date, trending date, time on trending	Trend tracking, timing analysis

⚡ Features & Capabilities

Complete, structured access to YouTube's trending page data—including video IDs, view counts, channel information, and regional rankings. This YouTube trending videos API is built for viral content intelligence at scale.

4 Trending Categories

Category	What It Extracts	Example Use Case
🔥 Now Trending	General trending videos	Broad trend spotting
🎵 Music	Music chart tracking	YouTube Music trending analysis
🎬 Movies	Trending movie content	Entertainment industry research
🎮 Gaming	Gaming trend monitoring	Gaming niche analysis

Core Features

Feature	Description	Benefit
💰 Event-Based Pricing	Pay only for videos you extract	Cost control: Only pay for what you scrape
🎁 ~50 Free Videos	Free tier with every trending query	Budget-friendly: Substantial free data
⚡ 14 Videos/Second	High-speed extraction	Time savings: Extract hundreds in minutes
🔑 No Authentication	Works without YouTube login	Simple: Start scraping immediately
🚀 No Proxy Required	Infrastructure handled on Apify	Cost savings: No proxy management
🌍 Region Targeting	Filter by country (gl) and language (hl)	Precision: Target specific markets
📅 Scheduler Ready	Works with webhooks and cron jobs	Automation: Daily trending updates
📥 JSON/CSV Export	Clean structured output for analysis	Integration-ready: Direct pipeline import

💰 Pricing: Transparent Event-Based Costs

Pay only for what you scrape—no subscriptions, no hidden fees. Significantly more affordable than traditional YouTube data APIs for bulk trending extraction.

📊 Event Costs by Query Type

Event Type	Price	Free Videos Included	What Triggers It
Trending Query	$0.025	~50 videos FREE	Scraping trending videos from a region
Dataset Item	$0.0005	N/A	Each video beyond the first free page

� Cost Examples

Scenario	Charges	Calculation	Total Cost
1 query, 50 videos	1 query	$0.025 × 1	$0.025
1 query, 100 videos	1 query + 50 items	$0.025 + ($0.0005 × 50)	$0.050
1 query, 200 videos	1 query + 150 items	$0.025 + ($0.0005 × 150)	$0.100
4 regions, 200 videos	4 queries	$0.025 × 4	$0.100
4 regions, 400 videos	4 queries + 200 items	($0.025 × 4) + ($0.0005 × 200)	$0.200

Important Usage Guidelines

This YouTube trending scraper is built to collect meaningful trending data. Trending data changes daily—consider using scheduled actor runs for continuous monitoring.

🍚 Input Parameters

Flexible input options for targeting YouTube trending videos with simple configuration.

Field	Type	Description	Default
type	string	Trending category: n (now), music, movies, gaming	n
gl	string	Region code / country code (US, UK, DE, JP, etc.)	us
hl	string	Language parameter (en, es, de, ja, etc.)	en
maxItems	number	Maximum number of videos to retrieve	Infinity
customMapFunction	string	Transformation logic for the output JSON	null

Supported Trending Categories

Category Code	Category Name	What It Extracts
n	Now Trending	General trending videos across all categories
music	Music	YouTube Music trending, music chart tracking
movies	Movies	Trending movie trailers and film content
gaming	Gaming	Gaming trend monitoring, esports content

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� YouTube Trending Scraper Strategy Guide

Choose the right extraction approach based on your data needs and budget. Each strategy optimizes for different use cases when you need to scrape YouTube trending or extract YouTube trending videos at scale.

Strategy 1: Single Region Trending (Daily Monitoring)

Best for: Content strategy, trend spotting, viral content detection

{
  "type": "n",
  "gl": "us",
  "hl": "en",
  "maxItems": 50
}

Cost Breakdown	Calculation
1 trending query	$0.025
0 additional videos	$0.000
Total	$0.025

Use case: Monitor US trending videos daily for content ideation and viral content patterns.

---

Strategy 2: Multi-Region Comparison (Global Trends)

Best for: Market research, cultural trend analysis, international content strategy

{
  "type": "n",
  "gl": "us",
  "hl": "en",
  "maxItems": 50
}
// Run separately for: US, UK, DE, JP, BR

Cost Breakdown	Calculation
5 trending queries	$0.025 × 5 = $0.125
0 additional videos	$0.000
Total	$0.125

Use case: Compare trending content across 5 regions for global market research and cultural insights.

---

Strategy 3: Category-Specific Monitoring (Niche Analysis)

Best for: Music chart tracking, gaming trend monitoring, entertainment research

{
  "type": "music",
  "gl": "us",
  "hl": "en",
  "maxItems": 100
}

Cost Breakdown	Calculation
1 trending query	$0.025
50 additional videos	$0.0005 × 50 = $0.025
Total	$0.050

Use case: Track YouTube Music trending for music industry research and chart analysis.

---

Strategy 4: Scheduled Daily Runs (Continuous Monitoring)

Best for: News monitoring, real-time event tracking, brand safety monitoring

{
  "type": "n",
  "gl": "us",
  "hl": "en",
  "maxItems": 50
}
// Schedule: Daily at 9:00 AM via Apify Scheduler

Cost Breakdown	Calculation
30 queries/month	$0.025 × 30 = $0.75
Monthly Total	$0.75

Use case: Automated daily trending updates for news monitoring and real-time trend detection.

---

Strategy Comparison Table

Strategy	Best For	Cost per Run	Free Videos
🔥 Single Region	Daily monitoring	$0.025	~50
🌍 Multi-Region	Global trends	$0.125	~250
🎵 Category-Specific	Niche analysis	$0.050	~50
📅 Scheduled Daily	Continuous monitoring	$0.75/month	~50/day

Pro Tips for Cost Optimization

✅ Maximize Free Videos

• Each query includes ~50 free videos—often enough for daily monitoring
• Use category filters—target specific niches instead of broad trending
• Schedule runs—automate daily trending updates with Apify Scheduler

✅ Control Spending

• Set maxItems—limit total videos to control costs
• Use region targeting wisely—narrow to relevant markets
• Start with 50 videos—often sufficient for trend analysis

📦 Output Format

Clean, structured JSON output with comprehensive YouTube trending video data. Each video object contains video ID, title, view counts, channel information, and metadata—everything you need to extract YouTube trending videos at scale.

Minimal Example (Core Fields)

{
  "id": "lL2ZwXj1tXM",
  "title": "Three Days Grace - Never Too Late",
  "url": "https://www.youtube.com/watch?v=lL2ZwXj1tXM",
  "description": "Three Days Grace's official music video for 'Never Too Late'...",
  "duration": 211,
  "views": 272272914,
  "likes": 272272914,
  "status": "OK",
  "channel": {
    "id": "UCK-VRwguZP3cokOAxI0F1HA",
    "name": "ThreeDaysGraceVEVO",
    "url": "https://www.youtube.com/channel/UCK-VRwguZP3cokOAxI0F1HA"
  },
  "keywords": ["three days grace", "rock", "music", "official video"],
  "isLive": false,
  "isPrivate": false,
  "thumbnails": [
    {
      "url": "https://i.ytimg.com/vi/lL2ZwXj1tXM/hqdefault.jpg",
      "width": 480,
      "height": 360
    }
  ]
}

Field Availability Guarantees

Understanding which fields are always present vs. conditionally available helps you build reliable integrations when you scrape YouTube trending data.

Field	Availability	Data Type	Notes
id	✅ Always	string	Unique video ID
title	✅ Always	string	Video title
url	✅ Always	string	Full video URL
views	✅ Always	number	Total view count
likes	✅ Always	number	Total like count
duration	✅ Always	number	Video duration in seconds
channel.id	✅ Always	string	Channel ID
channel.name	✅ Always	string	Channel display name
thumbnails	✅ Always	array	Thumbnail URLs (multiple sizes)
description	⚠️ Sometimes	string	Video description
keywords	⚠️ Sometimes	array	Video tags and keywords
isLive	✅ Always	boolean	Livestream indicator

Export Options

• JSON: Complete datasets with nested objects—ideal for trend analysis and content research
• CSV: Direct download from Apify Console—perfect for spreadsheets and databases
• API: RESTful endpoints for Python, Node.js, or any HTTP client

🧩 Custom Map Function

Transform output using the customMapFunction parameter. This JavaScript function receives each video object and returns your desired format—flatten nested data, extract specific fields, or restructure for your pipeline.

Important: Custom map function is for data transformation—not for filtering. Filtering items may result in automatic restrictions.

Example: Simplified Output for Trend Analysis

(object) => ({
  videoId: object.id,
  title: object.title,
  views: object.views,
  likes: object.likes,
  channelName: object.channel?.name || null,
  channelId: object.channel?.id || null,
  duration: object.duration,
  keywords: object.keywords?.join(', ') || null
})

Common Transformations

Use Case	What to Add
Trend Analysis	title, views, likes, keywords
Content Ideation	title, description, keywords, duration
Channel Research	channel.id, channel.name, channel.url
Keyword Research	title, keywords, description

🌴 Related Scrapers & Data Extraction Tools

Expand your YouTube data extraction capabilities with our complete suite of specialized scraper APIs. Each tool focuses on specific data types for comprehensive video intelligence.

📦 Complete Apidojo YouTube Scraper Ecosystem

Tool	What It Extracts	Best For
🔥 YouTube Trending Scraper	Trending videos, viral content, regional rankings	Trend spotting (You are here)
📺 YouTube Scraper	Videos, shorts, playlists, view counts	Content analysis, search results
💬 YouTube Comments Scraper	Comments, replies, engagement data	Sentiment analysis, audience research
🏯 YouTube Channel Scraper	Channel profiles, subscribers, metadata	Creator discovery, influencer research

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🎯 Choose the Right Extractor for Your Use Case

🔥 Need Trending & Viral Content?

→ YouTube Trending Scraper (You are here)
Extract trending videos, viral content, regional rankings, and category-specific trends

📺 Need Video & Search Data?

→ YouTube Scraper
Extract videos, shorts, playlists, view counts, and search results

💬 Need Comment & Engagement Data?

→ YouTube Comments Scraper
Extract comments, replies, sentiment data, and user interactions

🏯 Need Channel & Creator Data?

→ YouTube Channel Scraper
Extract channel IDs, subscriber counts, descriptions, and profile metadata

🌐 Cross-Platform Social Media Scrapers

Platform	Tool	What It Extracts
📸 Instagram	Instagram Scraper	Posts, reels, profiles, hashtags
🎵 TikTok	TikTok Scraper	Videos, profiles, engagement metrics
🐦 Twitter	Twitter Scraper Lite	Tweets, profiles, followers

🆓 Demo Mode & Free Testing

If you run on Apify's Free plan, you can still use this YouTube trending scraper with limited results (up to 10 items). For unrestricted usage and to unlock the full power of this YouTube trending videos API at scale, subscribe to a paid Apify plan at apify.com/pricing.

Free Plan Benefits:

• ✅ Test this API with up to 10 trending video extractions
• ✅ Each query includes ~50 FREE videos
• ✅ Perfect for testing workflows before scaling
• ✅ Validate output format and data quality risk-free

Upgrade for Full Access:

• 🚀 Unlimited trending video extraction from YouTube
• 🚀 14 videos per second processing speed
• 🚀 API access for automated workflows and integrations
• 🚀 Scheduled runs for daily trending updates

For unrestricted usage, subscribe to a paid Apify plan.

🔧 Troubleshooting Common Issues

Having trouble with your extraction? Here are solutions to common issues when you scrape YouTube trending data, manage costs, and optimize performance with this trending tracker.

---

❓ Getting Fewer Videos Than Expected?

Problem: Extraction returns fewer trending videos than anticipated

Solutions:

✅ Check maxItems setting—increase the limit if you need more videos
✅ Verify region code (gl)—some regions have fewer trending videos
✅ Check category type—niche categories may have fewer results
✅ Remember free tiers—Free users are capped at 10 items

---

💰 Unexpected Costs?

Problem: Your run cost more than anticipated

Key pricing differences to remember:

Scenario	Cost Calculation	What You Pay
1 region, 50 videos	1 query	$0.025 (all free)
1 region, 100 videos	1 query + 50 items	$0.050
4 regions, 50 videos each	4 queries	$0.100

Cost control tips:

✅ Each region creates a separate query—4 regions = 4 separate charges
✅ Use maxItems to cap spending—set hard limits on total extraction
✅ 50 videos often sufficient—trending data is concentrated at the top

---

❓ No Results Returned?

Problem: Extraction completes but returns empty dataset

Solutions:

✅ Verify region code format—use standard country codes (US, UK, DE, JP)
✅ Check category code—use n, music, movies, or gaming
✅ Don't use customMapFunction for filtering—this can cause automatic blocks
✅ Confirm region has trending—some smaller regions may have limited data

---

❓ Missing Data Fields?

Problem: Some expected fields are missing from output

Solutions:

✅ Open Storage tab—full datasets available in Apify Console
✅ Check video type—some fields only appear on certain videos
✅ Verify field availability—keywords and description may be empty

🎯 Use Cases & Industries

This YouTube trending scraper serves professionals who need fast, structured viral content insights—from trend spotting to content strategy and competitive intelligence. Use it to extract YouTube trending videos for any business intelligence need.

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🔥 Trend Spotting & Viral Content Detection

Identify viral content and emerging trends before they peak.

• Monitor daily trending videos for viral content detection
• Identify emerging content patterns and themes
• Track trending rank changes over time
• Spot rising creators and breakout content

Example: Monitor US trending daily to identify viral content patterns for content strategy planning.

---

🎨 Content Strategy & Ideation

Inspire your content creation with trending video insights.

• Analyze trending titles for YouTube SEO keyword research
• Study successful video formats and durations
• Research content ideation patterns from viral videos
• Identify optimal posting times based on trending data

Example: Extract trending video titles and keywords for keyword research and content planning.

---

📊 Market Research & Cultural Analysis

Understand market trends and cultural patterns through trending data.

• Compare trending content across regions for cultural trend analysis
• Track market research patterns in specific categories
• Analyze audience preferences by region and language
• Research entertainment industry trends

Example: Compare trending videos across 5 regions for global market research insights.

---

🎵 Music & Gaming Industry Monitoring

Track category-specific trends for specialized industries.

• Monitor YouTube Music trending for music chart tracking
• Track gaming trend monitoring for esports and gaming content
• Analyze entertainment industry patterns
• Research category-specific viral content

Example: Track Music category trending daily for music chart tracking and artist discovery.

---

📰 News Monitoring & Real-Time Events

Stay ahead of breaking news and real-time events.

• Monitor trending for news monitoring and breaking stories
• Track real-time event tracking during major events
• Identify emerging news topics before mainstream coverage
• Research brand safety monitoring for trending content

Example: Schedule daily trending runs for news monitoring and real-time event detection.

💡 Quick Start Guide

Simple setup—whether extracting trending videos from a single region or monitoring global trends. This YouTube trending videos API makes it easy to scrape YouTube trending data in minutes.

Copy-Paste Examples by Persona

For Analysts (Region → CSV):

{
  "type": "n",
  "gl": "us",
  "hl": "en",
  "maxItems": 50
}

→ Run, then export to CSV from Storage tab.

For Developers (API → JSON):

from apify_client import ApifyClient
client = ApifyClient("YOUR_TOKEN")
run = client.actor("apidojo/youtube-trending-scraper").call(run_input={
    "type": "n",
    "gl": "us",
    "hl": "en",
    "maxItems": 50
})
items = client.dataset(run["defaultDatasetId"]).list_items().items

For Scheduled Runs (Daily Monitoring):

# Schedule via Apify Console or API
# Cron: 0 9 * * * (Daily at 9:00 AM)
run_input = {
    "type": "n",
    "gl": "us",
    "hl": "en",
    "maxItems": 50
}

3 Steps to Get Started

1. Choose region: Set country code (gl) and language (hl)
2. Select category: Choose n (now), music, movies, or gaming
3. Run & Export: Click Start, then download JSON/CSV from Storage tab

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📋 Method 1: Single Region Trending

Best for: Daily monitoring, content strategy

{
  "type": "n",
  "gl": "us",
  "hl": "en",
  "maxItems": 50
}

---

📋 Method 2: Category-Specific Trending

Best for: Music charts, gaming trends, entertainment research

{
  "type": "music",
  "gl": "us",
  "hl": "en",
  "maxItems": 100
}

---

🔧 Best Practices for YouTube Trending Scraping

✅ DO:

• Schedule daily runs—trending data changes frequently
• Use category filters—target specific niches for focused insights
• Start with 50 videos—often sufficient for trend analysis
• Compare regions—run multiple queries for global insights

❌ DON'T:

• Use customMapFunction for filtering—this causes automatic blocking
• Forget region codes—trending is region-specific
• Ignore categories—Music, Gaming, Movies have different trends

❓ Frequently Asked Questions

What is a YouTube Trending Scraper API?

A YouTube trending scraper API is a tool that programmatically extracts trending video data—video titles, view counts, channel information, and regional rankings. This YouTube most popular videos scraper serves as an alternative to the YouTube Data API v3 without quota limits or API key requirements.

How much does it cost to scrape YouTube trending videos?

$0.025 per query with ~50 free videos included. Additional videos cost $0.0005 each. Monthly monitoring (30 daily runs) costs approximately $0.75/month.

Can I scrape YouTube trending without login?

Yes! This YouTube trending scraper requires no authentication or login. Start extracting trending data immediately without any YouTube account or API key.

What YouTube trending data can I extract?

Extract video IDs, video titles, view counts, like counts, channel names, channel IDs, video descriptions, keywords, thumbnails, duration, and regional rankings—all in structured JSON or CSV format.

Can I export scraped YouTube trending data to CSV?

Yes. Download YouTube trending data directly from Apify Console in JSON, CSV, or Excel format. Perfect for spreadsheet analysis and trend tracking.

Can I use Python to scrape YouTube trending?

Yes! Full Python support via the Apify Client library. See the copy-paste examples above for YouTube trending scraper Python integration.

Is this faster than the YouTube Data API?

Yes. 14 videos/second without quota limits. The official YouTube Data API v3 has strict rate limits and requires complex OAuth setup.

Can I scrape trending videos by region?

Yes. Use the gl parameter to target specific countries (US, UK, DE, JP, BR, etc.). Trending content is region-specific.

Can I scrape trending by category (Music, Gaming, Movies)?

Yes. Use the type parameter: n (now trending), music, movies, or gaming for category-specific trending.

Can I schedule daily trending updates?

Yes. Use Apify Scheduler or webhooks for automated daily runs. Trending data changes daily—scheduling ensures continuous monitoring.

Can I compare trending across multiple regions?

Yes. Run separate queries for each region to compare global trending patterns. Each region query costs $0.025.

Can I use this for content ideation?

Yes. Perfect for content strategy, keyword research from trending titles, and content ideation based on viral patterns.

Can I track music charts on YouTube?

Yes. Use type: "music" to track YouTube Music trending for music chart analysis and artist discovery.

Can I monitor gaming trends?

Yes. Use type: "gaming" for gaming trend monitoring, esports content tracking, and gaming niche analysis.

Is this a real-time YouTube trending API?

Yes. Extract current YouTube trending data in real-time with 14 videos/second processing speed. Data reflects the latest publicly available trending information.

📞 Contact

If you need any sort of support, please send an email to apidojo10@gmail.com. You name it, we get it.

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Ready to start extracting YouTube trending data? With transparent event-based pricing, scheduler-ready automation, and support for all regions and categories, this YouTube Trending Scraper API is the perfect tool for viral content detection, trend spotting, and content strategy. Start scraping today! 🏯