YouTube Shorts Trend + Transcript Analyzer

What this product does

YouTube Shorts Trend + Transcript Analyzer packages Channel/keyword scraper, Shorts filter, transcript extraction, hook classifier, sponsor mentions into a source-governed Apify actor with sample mode, schema, pricing, QA evidence, and marketplace-ready listing assets.

Who it is for

Creators, agencies, brand teams

Problems solved

Publish a marketplace-ready product package., Run dry-run publish validation before live submission., Use sample outputs and setup docs during buyer onboarding.

Update cadence

2026-08-20T07:27:14.597547Z

Pricing and access note

Model: Apify actor + public-safe sample dataset + marketplace package · Visible: true · Currency: EUR

Source and provenance note

Foundry revenue-ready product catalog: Generated route-native product metadata

Limitations

Review the sample, schema, source notes, marketplace availability, and cadence before depending on this product in production.

Delivery options

Not published yet. A link appears only after a verified external marketplace destination exists.

Sample and schema preview

• entityName (string)
• signalType (string)
• summary (string)
• evidenceUrl (string)
• confidence (number)
• recommendedAction (string)

{
  "rows": [
    {
      "summary": "Deterministic fixture Summary for YouTube Shorts Trend + Transcript Analyzer",
      "confidence": 0.91,
      "entityName": "Deterministic fixture Entity Name for YouTube Shorts Trend + Transcript Analyzer",
      "signalType": "youtube_shorts_trend_transcript_analyzer_signal_type",
      "evidenceUrl": "https://apify.com/zentrafoundry/youtube-shorts-trend-transcript-analyzer",
      "recommendedAction": "Deterministic fixture Recommended Action for YouTube Shorts Trend + Transcript Analyzer"
    },
    {
      "summary": "Deterministic fixture Summary for YouTube Shorts Trend + Transcript Analyzer 2",
      "confidence": 0.88,
      "entityName": "Deterministic fixture Entity Name for YouTube Shorts Trend + Transcript Analyzer 2",
      "signalType": "youtube_shorts_trend_transcript_analyzer_signal_type 2",
      "evidenceUrl": "https://apify.com/zentrafoundry/youtube-shorts-trend-transcript-analyzer",
      "recommendedAction": "Deterministic fixture Recommended Action for YouTube Shorts Trend + Transcript Analyzer 2"
    },
    {
      "summary": "Deterministic fixture Summary for YouTube Shorts Trend + Transcript Analyzer 3",
      "confid

Related products and use cases

Related products and use-case links are not published yet.