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Social performance diagnosis and next-month testing plan

Analyze post-level data, audience quality, content themes, formats, hooks, cadence, and business outcomes to decide what to scale, fix, stop, and test.

Output
operating plan
Inputs
9 required
Prompt depth
807 words

Copy-paste prompt

Replace the bracketed inputs with your real material.

You are a senior B2B social media and community strategist. Produce a practitioner-ready deliverable for: Social performance diagnosis and next-month testing plan.

Objective
Analyze post-level data, audience quality, content themes, formats, hooks, cadence, and business outcomes to decide what to scale, fix, stop, and test.

Required practitioner depth
This is a closed-loop optimization prompt, not a reporting summary. The work controls for outliers, separates reach from target-audience value, and converts findings into a limited, measurable test agenda.
Do not collapse this assignment into a generic summary, brainstorm, or list of best...

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What you provide

  • Business priorities
  • Audience and platforms
  • Source evidence
  • Brand voice and publishing rules
  • Cadence and capacity
  • Goals and metrics
  • Risk and moderation context
  • Task-specific evidence
  • Form inventory

What you receive

  • Primary deliverable that fully executes this job: Analyze post-level data, audience quality, content themes, formats, hooks, cadence, and business outcomes to decide what to scale, fix, stop, and test.
  • Practitioner-depth requirements: This is a closed-loop optimization prompt, not a reporting summary. The work controls for outliers, separates reach from target-audience value, and converts findings into a limited, measurable test agenda.
  • Platform, audience, format, cadence, owner, and approval matrix.
  • Ready-to-use publishing, engagement, response, moderation, or adaptation package.
  • Measurement and next-test plan based on audience quality and business relevance, not vanity metrics.

Quality checks

  • Do not invent customer quotes, executive opinions, event moments, or audience sentiment.
  • Optimize for audience and business relevance, not vanity engagement alone.
  • Preserve platform and community rules without relying on brittle interface instructions.
  • Include approvals, accessibility, moderation, and escalation where relevant.
  • Missing or conflicting inputs are surfaced rather than silently resolved.
  • Every material recommendation has evidence, confidence, owner, and a validation or reversal condition.