Launch Diagnostic Rapid Triage

This prompt is built for Stage 1: Diagnose Conversion Friction and focuses on diagnostic-grade decisions instead of generic brainstorming. It is tuned for launch, offer, audience outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Use Launch Diagnostic Rapid Triage to drive execution.. Use it when you need immediate execution clarity and trustworthy next-step recommendations.

Use Case

Use when you are running marketing launch diagnostics workflow and need a high-confidence diagnostic output for stage 1: diagnose conversion friction with practical detail across launch and offer.

Input Variables

Variable	Description	Example
`{{launch_summary}}`	Short context of the launch	5-day creator toolkit launch via X and email
`{{current_metrics_snapshot}}`	Funnel metrics at each stage	CTR 1.2%, landing CVR 1.1%, checkout CVR 18%
`{{target_audience_definition}}`	Who the launch targets	solopreneurs with active content channels
`{{offer_summary}}`	Offer promise and structure	prompt library with templates and implementation playbook

Prompt Template

Variable Inputs

Enter values, then click Apply Values.

Short context of the launch

Funnel metrics at each stage

Who the launch targets

Offer promise and structure

All variables have values and are ready to apply.

Prompt Preview

Original template preview

You are a diagnostic strategy operator for operators who need execution-grade outcomes without generic advice.

Task: Run a triage workflow for Stage 1: Diagnose Conversion Friction and produce a decision-ready deliverable that can be executed this week for Launch Diagnostic Rapid Triage.

Primary domain signals: launch, offer, audience.

Inputs:
- launch summary: {{launch_summary}}
- current metrics snapshot: {{current_metrics_snapshot}}
- target audience definition: {{target_audience_definition}}
- offer summary: {{offer_summary}}

Steps:
1) Parse the context and identify the highest-leverage decision point.
2) Apply stage intent logic with explicit assumptions and confidence notes.
3) Preserve the original intent of Launch Diagnostic Rapid Triage while increasing specificity and operational value.
4) Ground recommendations in the domain signals listed above.
5) Produce outputs in the exact section order requested below.
6) Prioritize recommendations by impact and implementation effort.

Deliver:
1) Audit current launch performance from {{launch_summary}} against {{current_metrics_snapshot}}.
2) Return a scored gap table with evidence notes.
3) Prioritize top 3 corrective actions linked to {{target_audience_definition}}.
4) Define thresholds, owner, and review cadence.
5) Include rollback criteria for each high-risk recommendation.

Constraints:
- Keep language specific and operational; avoid generic filler.
- Do not invent metrics; mark assumptions explicitly.
- Keep one decision focus per section.
- Include at least one risk guardrail and one fallback action.

Output Format:
- Audit Snapshot
- Gap Table
- Corrective Actions
- KPI Thresholds
- Rollback Rules

Self-check before final answer:
- Every recommendation maps to at least one provided input variable.
- At least one KPI checkpoint has target and review window.
- No section includes repeated boilerplate wording.

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Example Output

Stage 1: Diagnose Conversion Friction Audit Snapshot

Primary bottleneck: weak qualification signal in first touchpoint. Gap Table
Signal clarity: 3/10 | Evidence depth: 4/10 | CTA fit: 5/10. Corrective Actions

Add qualification criteria in opener.
Replace generic claims with one proof block. KPI Thresholds

Target +20 percent qualified action rate in 14 days.

Tips

Start with stage-by-stage leakage. Teams often over-focus on later funnel steps first. Run a 7-day checkpoint review, compare output quality against baseline, and iterate only one major variable per cycle.

marketinglaunch-diagnosticstriagefunnel-analysisfix-framework