Chat with an AI agent to analyze YouTube comments and video trends

Chat with an AI agent that reads YouTube comments and video data to surface content ideas that work.

How the work actually flows

A straight line. Runs once per each relevant creator or video.

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

flowchart TD trig(("user asks a question")):::human s0[["pull comments and video metrics"]]:::mi s1["transcribe and analyze sentiment"]:::task s2["evaluate thumbnail designs"]:::task s3["reply with insights"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"content insight summary delivered"/]:::out pay{{"data backed content ideas"}}:::pay s3 --> 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 stepRuns once per itemA personResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsContent Generation & CopywritingReporting & AnalyticsResearch & Market Intelligence
Connects
YouTubeOpenAI

The problem it solves

You want to know what's actually resonating with your audience, but digging through comments and metrics by hand takes forever and you end up guessing at what to make next.

Who it fits

Content creators, marketers, or channel managers who want data-backed video ideas.

How it works

  1. You ask a question in the chat, like which topics are working
  2. The AI agent pulls comments and video metrics for relevant creators
  3. It transcribes videos and analyzes comment sentiment
  4. Thumbnail designs are also evaluated for what drives clicks
  5. You get a conversational answer with the insights you asked for
What you get

Content ideas backed by comment data

You can chat with an AI agent that reads comments and video metrics to surface content ideas worth pursuing.

What you get

A conversational answer summarizing audience preferences, trending topics, and content recommendations.

What you need

A Google Cloud account with the YouTube Data API enabled, an OpenAI API key, and a database for chat history.

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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