Turn any YouTube video into a structured content brief

Pulls the transcript and key moments from a YouTube video and produces a structured summary for repurposing.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues.

Pattern: Parallel Split (2) ยท Synchronisation (3)

flowchart TD trig(("video url submitted")):::human s0["download video and transcript"]:::task s1["produce structured brief"]:::task trig --> s0 gx{"+ how to analyze video"}:::gate s0 --> gx p00["flag key moments with gemini"]:::task gx -->|"visual analysis"| p00 p10["summarize transcript with openai"]:::task gx -->|"text analysis"| p10 jn{"+ combine analysis"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"structured video content brief"/]:::out pay{{"saves hours of manual video review"}}:::pay s1 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepA personEvery pathWaits for allResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Social Media ManagementSEO & Search OptimizationEmail AutomationSurvey & Feedback
Connects
ApifyGoogle GeminiOpenAI

The problem it solves

Turning a long YouTube video into blog posts, social clips, and newsletters starts with hours of watching and note-taking. Doing that manually for every video you want to repurpose just doesn't scale.

Who it fits

Content teams and creators who repurpose video into blog posts, social clips, and newsletters.

How it works

  1. A YouTube video URL is submitted
  2. The video and its transcript are downloaded
  3. Gemini Pro watches the video to flag key visual moments and clip-worthy segments
  4. OpenAI reads the transcript and moments to write a summary, key takeaways, and SEO keywords
  5. The structured analysis is passed on for use in other content, like Shorts or blog posts
What you get

Video insights organized and ready to repurpose

Any YouTube video turns into an organized summary with key takeaways and keywords, giving your content team a head start on new material.

What you get

A structured brief with a summary, key takeaways, suggested titles, SEO keywords, and clip-worthy moments from the video.

What you need

An Apify account, a Google Gemini API key, and an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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