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YouTube Video Scraper by Hashtag — YouTube | Lagic

Built ForMarketing AgenciesContent CreatorsBrand Managers

Discover trending YouTube videos and channels by hashtag.

Curated by Lagic·Verified working

Configure Agent

Hashtags to scrape

Limit the number of videos you want to crawl from per hashtag.

Whether to scrape all videos or shorts only. `Disabled(default)=all videos`, `Enabled=shorts`. vs

Results to deliver

200 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

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Country auto-rotated. Need a specific region? Contact support.

Pricing

2 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Video title and URLVideo duration and view countPublication date of the videoChannel name and URL of the uploaderThumbnail image URLType of video (e.g., 'video', 'short')
https://...1009910090https://...https://...10095
https://...1009810098https://...https://...10090
..................
Exports as:CSVXLSXJSON

Overview

Extract YouTube video data by specific hashtags, including video titles, view counts, channel names, and publication dates, to power content strategy and trend analysis. It can focus specifically on YouTube Shorts or all video types.

This tool helps you dive deep into YouTube content by gathering data for any hashtag you specify. Whether you're tracking emerging trends, analyzing competitor content, or brainstorming new video ideas, it provides structured data to inform your decisions. ### What it extracts For each video found under your chosen hashtags, you'll receive key details such as the video's title, its unique URL, the number of times it's been viewed, its duration, and when it was published. You'll also get information about the channel that uploaded it, including the channel's name and URL. A handy thumbnail image URL is included for quick visual reference. Beyond individual video details, the tool provides insightful aggregated data for each hashtag category. This includes the total number of channels using that hashtag and the overall video count associated with it, giving you a broader understanding of the hashtag's prevalence and community. ### Flexible Scraping Options You control how many videos you want to collect per hashtag with a configurable 'Maximum number of results' setting. Additionally, if your focus is on short-form content, you can enable the 'Scrape shorts only' option to specifically target YouTube Shorts, excluding standard long-form videos. This is particularly useful for analyzing short-form content trends and creator strategies.

Key Capabilities

  • ✓ Video title and URL
  • ✓ Video duration and view count
  • ✓ Publication date of the video
  • ✓ Channel name and URL of the uploader
  • ✓ Thumbnail image URL
  • ✓ Type of video (e.g., 'video', 'short')
  • ✓ Stream type of the video (e.g., 'live', 'upload')
  • ✓ Aggregated hashtag category data, including total channels and videos using the hashtag
  • ✓ Identify popular content ideas and formats by analyzing trending hashtags within specific niches.
  • ✓ Monitor competitor video strategies by tracking their performance across relevant industry hashtags.
  • ✓ Perform market research to understand public sentiment and product mentions associated with specific hashtags.
  • ✓ Discover influential creators and channels by examining which profiles are frequently using high-performing hashtags.
  • ✓ Track the performance of your own hashtag campaigns to measure reach and engagement on YouTube.
  • ✓ Analyze the growth and activity of YouTube Shorts related to specific topics or keywords.
  • ✓ Generate content calendars based on current and historical hashtag performance to maximize discoverability.

Field Dictionary

How To Run This Extractor

1

Provide a list of hashtags you want to analyze in the 'Hashtags' input field.

2

Optionally, set a 'Maximum number of results' to limit how many videos are collected for each hashtag.

3

If interested only in short-form content, enable the 'Scrape shorts only' toggle.

4

Start the tool and wait for it to collect the video data from YouTube.

5

Once the run is complete, download your structured data file containing all the extracted video and channel details.

Frequently Asked Questions

What technical skills do I need to use this tool?
No coding or technical skills are required. You simply provide the hashtags you want to scrape and configure a few settings.
What data formats can I download the results in?
Is it compliant to scrape data from YouTube?
Can I use this tool for client projects?
How fresh is the data I receive?
What does 'hashtag category data' mean in the output?
Can I scrape only YouTube Shorts with this tool?
What kind of video details are included in the output?
How does this tool handle a large number of hashtags or results?
Can I schedule this tool to run periodically?