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The six jobs

The Ask AI empty state groups starter prompts into six categories. Each tile sends a prompt into the same workspace-scoped chat; it is not a separate guaranteed output pipeline.

Analyze​

Ask for summaries and comparisons from available analytics, for example:

  • "What changed in my top videos this week?"
  • "Compare the last 7 days with the prior week."

Answers may include narrative, a basic chart, and follow-up prompts when the requested data is available.

Diagnose​

Ask about retention curves, drop-off cliffs, funnels, or transcript context:

  • "Find every retention cliff over 25% and tell me why."
  • "What happened around 2:14 in this video?"

Atomicat AI can read recorded cliff data and a completed timestamped transcript. If a transcript is unavailable, it should ask you to provide the relevant copy instead of inventing it.

Write​

Ask it to draft or translate hooks, CTAs, pitches, and scripts:

  • "Rewrite this hook to be 8 seconds and high-curiosity."
  • "Translate this pitch to Spanish."

For a video with a completed transcript, Ask AI can fetch the source text. Otherwise paste the copy. The product does not expose a validated copy score or predicted-retention field.

Test​

Ask for an experiment idea or a confirmable A/B-test proposal. Supported actions can create a draft comparing 2–9 complete videos and can separately propose launch, pause, or resume. Nothing executes until you confirm, and promotion remains an operator action in A/B Tests.

Forecast​

Ask for a forward-looking interpretation of workspace or video trend data, such as "Project next week revenue if current trends hold." Ask AI can use historical daily series and explain assumptions. The current output contract does not provide a dedicated statistical forecast model or confidence-band field, so treat the response as analysis rather than a guaranteed forecast interval.

Optimize​

Ask where a CTA or player-setting change might help. Ask AI can return recommendations and, for supported settings, a confirmable draft proposal. Publishing a player configuration is a separate explicit action.

Frequently asked questions​

How do I trigger a category?

Click its tile or type a similar request in Ask AI. The categories are starter prompts in the same chat.

Are scores, confidence bands, or actions guaranteed?

No. Answers depend on available data. The current schema supports narrative, a basic chart, follow-ups, and supported action proposals; it has no validated copy-score or confidence-band field.