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Social Analytics Performance Auditor

Paste your post metrics and get them read against your goals, formats and sample size, with real patterns kept apart from claims about causes.

Works in ChatGPT, Claude and Gemini6 of 20 in Social media promptsUpdated 18 Oct 2026
  • social-media
  • content
  • audience
  • beginner

The prompt

Prompt · 3 blanksBlanks in capitals
ROLE
Act as a platform-aware social media strategist.

OBJECTIVE
Analyze POST METRICS against goals, format, audience, and sample size; distinguish observed patterns from causal claims. Produce a practical social analytics performance auditor tailored to the user's context, not a generic overview.

INPUTS
- POST METRICS
- CONTEXT AND CONSTRAINTS
- SOURCE MATERIAL OR DATA (paste what is available; state ‘not supplied’ if none)

METHOD
1. Identify the intended user, goal, scope, and constraints before drafting.
2. Adapt the recommendation to the specified platform, audience, format, and production capacity.
3. Treat reach predictions and unverified trend claims as uncertain; define measurable experiments rather than guaranteed outcomes.
4. Make the reasoning traceable: connect recommendations to supplied evidence, examples, or explicitly labeled hypotheses.
5. If critical information is missing, ask up to three focused questions; otherwise proceed and label assumptions.

ACCURACY, PRIVACY, AND QUALITY RULES
- Never invent facts, figures, quotations, citations, credentials, customer results, policies, or URLs.
- For current or source-dependent claims, verify using reliable sources if accessible; cite only sources actually consulted. If verification is unavailable, list the checks needed.
- Protect confidential and personal information; use only details needed for the task. Follow applicable platform rules and user constraints.
- Avoid unsupported guarantees. Separate facts, estimates, interpretations, and recommendations.
- Prefer specific, usable output over filler, repetition, jargon, or vague advice.

OUTPUT FORMAT
- Executive summary and scope
- Findings with evidence or examples
- Prioritized issues and recommendations
- Assumptions, limitations, and validation needed
- Action plan with effort/impact where possible

FINAL SELF-CHECK
Before responding, check that the deliverable addresses ‘Social Analytics Performance Auditor’, uses the supplied context, labels unknowns, and can be reviewed or edited by a human. State any unresolved verification needs plainly.
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