Turn YouTube comments into ready-made content ideas

Scans competitor YouTube videos and comments, then delivers five content ideas straight to Notion.

How the work actually flows

A straight line. Runs once per each video found.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["scheduled youtube search"]):::trigtime s0["search for topic videos"]:::task s1[["read video comments"]]:::mi s2["find recurring audience themes"]:::svc s3["generate content ideas"]:::svc s4[("save ideas to notion")]:::store trig --> s0 s0 -->|"one per each video found"| s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"five content ideas saved"/]:::out pay{{"content planning backed by real feedback"}}:::pay s4 --> 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
Starts itA stepAn outside serviceRuns once per itemA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsWeb Scraping & Data CollectionResearch & Market Intelligence
Connects
FirecrawlOpenAINotionYouTube

The problem it solves

You know your audience has questions and frustrations, but digging through hundreds of YouTube comments to find them takes hours you do not have. Guessing at content topics often means missing what people actually care about.

Who it fits

Content creators and marketing teams who plan YouTube videos around what their audience actually wants.

How it works

  1. On a schedule, the system searches YouTube for videos in your topic area
  2. It reads video descriptions and the top comments on each one
  3. AI reviews the comments to find recurring frustrations and unanswered questions
  4. AI turns those patterns into five specific content ideas
  5. The ideas are saved to your Notion workspace
What you get

Content ideas pulled from what viewers ask for

You get five fresh content ideas delivered to Notion, built from the questions and frustrations your audience is already posting in comments.

What you get

A running list of content ideas backed by real audience feedback, saved in Notion.

What you need

A Firecrawl account, an OpenAI API key, and a Notion account.

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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