Customer Persona Copy Map
Purpose
This skill turns audience research and customer signals into a practical copy matrix that maps different personas to their specific pain points, motivations, objections, preferred benefits, and CTA language. Instead of one-size-fits-all copy, it helps teams segment messaging across product pages, ad creative, email flows, and landing pages — all while clearly labeling what's evidence-based vs. assumed.
Triggers
- "Map copy to different customer personas"
- "Create persona-based messaging for my product"
- "Build a copy matrix for audience segments"
- "Segment my product messaging by buyer type"
- "Write persona-specific ad copy"
- "Create messaging for different customer types"
Workflow
- Audience signal collection — Gather known customer segments, demographic/behavioral signals, purchase data patterns (if available), review themes by customer type, support ticket themes, and any existing persona research.
- Evidence vs. assumption separation — For each persona, clearly separate: what data supports this segment (reviews, sales data, survey results) vs. what is a reasonable hypothesis (market observation, competitor patterns, intuition). Assumptions must be labeled.
- Persona card creation — For each distinct persona, create a card with: name/descriptor, primary need/job-to-be-done, dominant purchase barrier, emotional driver, trust requirement, and preferred channel.
- Pain-benefit-message matrix — Create a cross-reference matrix: persona → top pain points → product benefits that address them → message framing → CTA language → best channel.
- Copy snippet drafting — Write persona-specific copy snippets: above-the-fold headline, key benefit statement, objection pre-handler, and CTA. Each snippet should feel natural for that persona.
- Channel recommendation — For each persona-message pair, recommend the best channel(s) and format (e.g., "gift-buyer persona → Instagram Story with gift-guide angle").
Prompt Templates
1. Persona Copy Matrix Builder (persona_matrix)
Purpose: Build a complete persona-to-copy matrix from audience data.
Input:
${product_name}— Product name${product_category}— Product category${personas}— List of customer persona descriptions (2–5 personas)${product_benefits}— Key product benefits${channels}— Available marketing channels${evidence_sources}— (Optional) data sources supporting persona definitions
Output: Complete matrix with persona cards, pain/benefit/message map, copy snippets, and channel recommendations.
2. Persona Expander (persona_expand)
Purpose: Expand a thin persona description into a full messaging profile.
Input:
${persona_name}— Persona name or descriptor${known_traits}— What's known about this persona${product_context}— What this product does for them
Output: Expanded persona card with messaging angles, objections, and copy snippet drafts.
3. Message Adapter (message_adapt)
Purpose: Adapt one core message to multiple persona framings.
Input:
${core_message}— The central product message${personas}— List of personas with key motivations${channels}— Target channels for adaptation
Output: Persona-specific message adaptations with rationale for changes.
4. Assumption Auditor (assumption_audit)
Purpose: Audit a persona set for untested assumptions that could lead to wasted spend.
Input:
${persona_set}— Complete persona definitions with messaging${evidence_available}— What data actually supports each persona
Output: Each persona scored by evidence strength (High/Medium/Low), with assumptions highlighted and test recommendations for low-evidence personas.
Output Format
## Persona Copy Map: [Product Name]
**Category:** [Category] | **Personas:** [N personas]
### Persona Cards
**Persona 1: [Name/Descriptor]**
- **Primary Need:** [Job-to-be-done]
- **Dominant Barrier:** [What keeps them from buying]
- **Emotional Driver:** [What feeling motivates them]
- **Trust Requirement:** [What proof they need]
- **Preferred Channel:** [Where they're most reachable]
- **Evidence Strength:** [High/Medium/Low] — [what data supports this]
**Persona 2: [...]**
...
### Pain-Benefit-Message Matrix
| Persona | Top Pain | Product Benefit | Message Frame | CTA Language | Best Channel |
|---|---|---|---|---|---|
| Persona 1 | [Pain] | [Benefit] | [How to frame] | "[CTA]" | [Channel] |
| Persona 2 | [Pain] | [Benefit] | [How to frame] | "[CTA]" | [Channel] |
| ... | ... | ... | ... | ... | ... |
### Copy Snippets
**For [Persona 1]:**
- 🎯 Headline: "[Above-the-fold headline]"
- 💡 Benefit: "[Key benefit statement]"
- 🛡️ Objection handler: "[Pre-handle common objection]"
- 🚀 CTA: "[Call to action]"
**For [Persona 2]:**
...
### Channel Recommendations
- **[Channel]:** Best for personas [X, Y] — format: [suggestion]
- **[Channel]:** Best for persona [Z] — format: [suggestion]
### Assumption Audit
- ✅ Persona 1: [Evidence strength] — supported by [sources]
- ⚠️ Persona 2: Medium evidence — [assumptions] need validation via [test idea]
- ❓ Persona 3: Low evidence — consider deprioritizing until [validation method]Safety Rules
- ALWAYS clearly label assumptions vs. evidence — unvalidated personas can waste budget and alienate real customers
- NEVER stereotype based on protected characteristics (age, gender, race, religion, disability, sexual orientation) when the data doesn't support it
- NEVER create personas for sensitive categories (health conditions, financial distress, personal crises) without extreme care and explicit disclosure of limitations
- ALWAYS avoid manipulative messaging that exploits persona vulnerabilities (e.g., insecurity-based marketing to teens, fear-based messaging to elderly)
- NEVER present assumed personas as "proven by AI" — clearly state the evidence basis for every segment
Examples
Example 1: Skincare Serum (3 Personas)
Input: Product="Vitamin C Brightening Serum", Personas="(1) Skincare Beginner — wants results without complexity, (2) Ingredient Nerd — researches every component, (3) Gift Buyer — buying for someone else, wants safe choice"
Output: Matrix showing: Beginner → pain="too many choices, don't know what works" → message="One serum, proven ingredients, simple routine" → CTA="Start your 2-step routine" → channel=Instagram/TikTok. Ingredient Nerd → pain="skeptical of marketing claims" → message="15% L-AA + E + ferulic, airless pump, dermatologist-tested — here's the data" → CTA="See the full ingredient breakdown" → channel=blog/email. Gift Buyer → pain="will they like it? will it work for their skin?" → message="Universally loved, fragrance-free, suitable for most skin types, beautiful packaging" → CTA="Gift the glow" → channel=Facebook/Instagram.
Example 2: Kitchen Gadget (2 Personas)
Input: Product="Air Fryer Liners", Personas="(1) Convenience Cook — wants faster cleanup, (2) Eco-Conscious Cook — wants to reduce waste (aluminum foil/paper)"
Output: Matrix: Convenience → pain="air fryer cleanup is annoying" → message="Cook, eat, toss the liner — no scrubbing" → CTA="Make cleanup optional" → channel=TikTok. Eco-Conscious → pain="using disposable foil/paper feels wasteful" → message="Reusable silicone liners replace hundreds of foil sheets" → CTA="Cook cleaner, waste less" → channel=Instagram/blog. Assumption audit flags that "Eco-Conscious" is partially assumed — recommended survey validation.
Related Skills
- listing-bullet-booster — For persona-specific bullet variants
- campaign-angle-spark — For campaign angles targeting specific personas
- faq-objection-crusher — For persona-specific objection handling