YouTube Video Content Brief Intelligence

Build deterministic source-only content briefs from complete public YouTube video metadata. Built for content strategists, creator agencies, media researchers, and AI content workflows.

Buyer question

Can I build a source-linked video brief without pretending to watch or transcribe the video?

Start in 30 seconds

{
  "videoUrlsOrIds": [
    "c347oYQO57A"
  ],
  "maxResults": 1
}

Open the workflow-specific starter Task, run the bounded example, inspect the Dataset and free RUN_SUMMARY, then replace the sample videos.

Choose this Actor when

Choose this Actor for a repeatable complete source-linked video content brief workflow. Use a broad metadata scraper when you only need raw fields; use this specialist when the evidence rule and billing boundary matter.

First run checklist

1. Keep maxResults at 1 and run the included public example.
2. Inspect the evidence fields and compare Dataset rows with RUN_SUMMARY.
3. Confirm the result matches the public video description or player metadata.
4. Save a Task, schedule, webhook, or API workflow only after the sample is useful.

Evidence and billing

The brief uses title, description, keywords, duration, date, views, and links only. It never claims the video was watched or transcribed.

Launch PPE price: $25.00 per 1,000 complete source-linked video content briefs, or $2.50 for 100. Diagnostics, duplicates, incomplete fetches, baselines, unchanged checks, empty classifications, and unsupported inferences are never billed.

Build the brief only from title, description, keywords, duration, date, views, and links. Do not claim to have watched or transcribed the video.

Output schema

Billable Dataset fields: videoId, videoUrl, title, channelId, publishDate, durationSeconds, viewCount, description, keywords, externalDomains, contentSignals, evidenceDirect, analysisHash, scrapedAt. The separate RUN_SUMMARY reports videos requested, videos observed, rows saved, free exclusions, and monitor state. Error-only or placeholder rows never enter the Dataset.

Source boundaries

The Actor uses public YouTube video player metadata without login, cookies, a browser, or a residential proxy. Cloud runs use Apify's rotating datacenter proxy because YouTube can require sign-in from shared Actor IPs. It does not return captions, transcripts, subtitles, comments, search results, channel feeds, private videos, members-only content, or age-gated content.

Automation and AI agents

Use Apify Tasks, schedules, API, webhooks, ChatGPT, Claude, Neuton Actors MCP, n8n, Make, Zapier, a warehouse, RAG pipeline, or agent workflow.

Hosted Apify MCP endpoint: https://mcp.apify.com/?tools=neuton/youtube-video-content-brief-intelligence

Explore the YouTube data family

• YouTube Video Metadata Scraper for complete raw public video fields
• YouTube Description Links Intelligence for all explicit outbound links
• Neuton Actors MCP for AI-agent workflows

SEO keywords

YouTube scraper, YouTube metadata API, YouTube Shorts scraper, YouTube sponsor links, YouTube chapters extractor, YouTube video monitor, creator intelligence, Apify YouTube Actor.

Responsible use

Use public metadata for legitimate creator, media, marketing, research, education, and automation workflows. Do not bypass access controls, collect private content, misrepresent sponsorship evidence, or make unsupported audience claims. Review YouTube's current terms and applicable privacy, advertising, and copyright rules before production use.