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Thread WritingWorkflow ModuleStage 1

Advanced

Hook CTA Pairing Diagnostic Engine

This prompt is built for Stage 1: Diagnose Audience Signal and focuses on diagnostic-grade decisions instead of generic brainstorming. It is tuned for conversion, thread, audience outcomes and returns structured outputs with explicit sequencing, constraints, and measurable checkpoints aligned to Use Thread Hook Variation Rapid Lab to drive execution.. Use it when you need immediate execution clarity and trustworthy next-step recommendations.

Use Case

Use when you are running thread hook cta testing workflow and need a high-confidence diagnostic output for stage 1: diagnose audience signal with practical detail across conversion and thread.

Input Variables

Variable	Description	Example
`{{hook_set}}`	Candidate opening lines	8 hooks across pain, proof, and specificity triggers
`{{cta_set}}`	Candidate CTA options	reply CTA, save CTA, link CTA, diagnostic CTA
`{{thread_body_summary}}`	Summary of thread value delivery	teaches a 3-step framework with one practical example
`{{audience_trust_context}}`	Current trust depth with readers	moderate trust with recurring readers

Example Output

Preview available before purchase

Stage 1: Diagnose Audience Signal 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.

Unlock full prompt + complete output examples after purchase.

Prompt Template

Prompt 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 Audience Signal and produce a decision-ready deliverable that can be executed ...

Output Preview

Stage 1: Diagnose Audience Signal 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 1) Add qualification criteria in opener. 2) Replace generic claims with one proof block. KPI Thresholds - Target +20 percent qualified action rate in ...

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Sample output

Stage 1: Diagnose Audience Signal 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

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