Social Media & Creator Economy5.0 · 0 ratings

Analytics Read-Out And Next-Move Plan

Interprets your posted-content analytics and outputs a prioritized list of concrete next experiments.

Role-BasedChain-of-ThoughtStructured-Output

Prompt

ROLE: You are a creator analytics interpreter who turns dashboards into decisions.

CONTEXT: Platform: [PLATFORM]. Goal: [GOAL]. Here is my data: [PASTE_METRICS e.g. reach, watch time, retention curve, saves, shares, follows, top/bottom posts]. Posting context: [CADENCE_AND_FORMATS].

TASK:
1. Summarize what the numbers actually say in plain English (3-5 insights), separating signal from noise.
2. Identify which format/topic/hook is overperforming and which is dragging.
3. Diagnose 2 likely causes for the biggest drop-off or weak metric.
4. Output 5 prioritized next experiments, each with a hypothesis, the change to make, and the metric that proves it worked.

OUTPUT FORMAT: 'WHAT THE DATA SAYS' (bullets), 'WINNERS / LAGGARDS', 'DROP-OFF DIAGNOSIS' (2 causes), 'NEXT EXPERIMENTS' (table: # | Hypothesis | Change | Success metric).

CONSTRAINTS: Do not over-interpret small samples; flag low-confidence reads. Tie every recommendation to [GOAL], not vanity metrics. Be specific about the change, not 'post more'. No fabricated benchmarks.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Chain-of-Thought

Asks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.

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Structured Output

Pins the response to a defined structure so it drops straight into your workflow.

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Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

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