Buyer Persona Generator

Buyer Persona Generator

Create data-driven buyer personas and Ideal Customer Profiles (ICP) for targeted marketing.

When to Use

• Launching a new product or service
• Entering new markets or segments
• Refining marketing messaging
• Training sales teams
• Creating targeted content
• Improving ad targeting

Persona Types

B2B Personas

• Economic Buyer - Signs the contract, cares about ROI
• Technical Buyer - Evaluates product fit, cares about specs
• User/Champion - Daily user, advocates internally
• Blocker - Potential objector, needs addressing

B2C Personas

• Primary User - Main customer segment
• Secondary User - Adjacent segment
• Influencer - Affects purchase decision
• Decision Maker - Makes final purchase

Output Format

B2B Buyer Persona

═══════════════════════════════════════════════════════════════
BUYER PERSONA: [Persona Name]
═══════════════════════════════════════════════════════════════

PERSONA SNAPSHOT
─────────────────────────────────────────────────────────────
Name: "[Fictional Name]"
Role: [Job Title]
Type: [Economic Buyer / Technical Buyer / Champion / Blocker]
Priority: [Primary / Secondary / Tertiary]

DEMOGRAPHICS
─────────────────────────────────────────────────────────────
Job Title: [Specific titles]
Department: [Marketing, Engineering, Operations, etc.]
Seniority: [C-level, VP, Director, Manager, IC]
Reports To: [Who they report to]
Team Size: [Direct reports]
Company Size: [Employee count range]
Industry: [Vertical/sector]
Location: [Geography]
Age Range: [Typical age]
Income: [Salary range]
Education: [Typical background]

PSYCHOGRAPHICS
─────────────────────────────────────────────────────────────
Personality Type: [Analytical / Driver / Amiable / Expressive]
Decision Style: [Data-driven / Gut-feel / Consensus / Decisive]
Risk Tolerance: [Low / Medium / High]
Tech Savviness: [Early adopter / Mainstream / Laggard]
Information Sources:
  - [Where they learn: podcasts, newsletters, conferences]
  - [Who they follow: influencers, publications]
  - [Communities: LinkedIn groups, Slack, forums]

GOALS & MOTIVATIONS
─────────────────────────────────────────────────────────────
Professional Goals:
  1. [Primary goal - what they're measured on]
  2. [Secondary goal]
  3. [Career aspiration]

Personal Motivations:
  1. [What drives them personally]
  2. [Status, security, growth, etc.]

Success Metrics (KPIs):
  - [What metrics define their success]
  - [How they're evaluated]

PAIN POINTS & CHALLENGES
─────────────────────────────────────────────────────────────
Top Frustrations:
  1. [Biggest daily pain] - Severity: High
  2. [Second pain point] - Severity: Medium
  3. [Third pain point] - Severity: Medium

Current Solutions:
  - [What they use today]
  - [Workarounds they've created]
  - [Why current solutions fall short]

Triggers for Change:
  - [Events that make them seek solutions]
  - [Budget cycle timing]
  - [Organizational changes]

BUYING BEHAVIOR
─────────────────────────────────────────────────────────────
Role in Purchase: [Decision Maker / Influencer / User / Blocker]
Budget Authority: [Yes/No, up to $X]
Research Process:
  1. [How they discover solutions]
  2. [What they evaluate]
  3. [Who they consult]

Evaluation Criteria (ranked):
  1. [Most important factor]
  2. [Second factor]
  3. [Third factor]
  4. [Fourth factor]
  5. [Fifth factor]

Sales Cycle Stage: [Aware / Considering / Evaluating / Deciding]
Preferred Contact: [Email / Phone / LinkedIn / In-person]
Content Preferences: [Case studies / Demos / Whitepapers / Webinars]

OBJECTIONS & CONCERNS
─────────────────────────────────────────────────────────────
Common Objections:
  1. "[Objection]"
     → Response: [How to address]

  2. "[Objection]"
     → Response: [How to address]

  3. "[Objection]"
     → Response: [How to address]

Fears:
  - [What keeps them up at night about this decision]
  - [Career risk concerns]
  - [Implementation worries]

MESSAGING STRATEGY
─────────────────────────────────────────────────────────────
Value Proposition for This Persona:
"[One sentence tailored to their needs]"

Key Messages (prioritized):
  1. [Most resonant message]
  2. [Second message]
  3. [Third message]

Proof Points:
  - [Specific evidence that convinces them]
  - [Case study type they'd want]
  - [Stats/data that matter]

Tone: [Professional / Technical / Friendly / Authoritative]

CONTENT MAP
─────────────────────────────────────────────────────────────
Awareness Stage:
  - [Blog post topics]
  - [Educational content]

Consideration Stage:
  - [Comparison guides]
  - [Webinars]

Decision Stage:
  - [Case studies]
  - [ROI calculator]
  - [Demo]

QUOTES (What They Say)
─────────────────────────────────────────────────────────────
"[Direct quote expressing a pain point]"

"[Quote about what they want]"

"[Quote about their concerns]"

A DAY IN THEIR LIFE
─────────────────────────────────────────────────────────────
Morning: [What they do]
Midday: [Meetings, tasks]
Afternoon: [Priorities]
Challenges: [What frustrates them daily]
Wins: [What makes a good day]

Ideal Customer Profile (ICP)

═══════════════════════════════════════════════════════════════
IDEAL CUSTOMER PROFILE (ICP)
═══════════════════════════════════════════════════════════════

FIRMOGRAPHICS
─────────────────────────────────────────────────────────────
Company Size: [X-Y employees]
Revenue: [$X-$Y annual]
Industry: [Primary, Secondary, Tertiary]
Geography: [Regions/Countries]
Funding Stage: [Seed, Series A-D, Public, Bootstrapped]
Growth Rate: [Stable, Growing 20%+, Hypergrowth]

TECHNOGRAPHICS
─────────────────────────────────────────────────────────────
Tech Stack:
  - Uses: [Tools they must have]
  - Compatible: [Integration requirements]
  - Avoids: [Competing solutions]

Tech Maturity: [Early adopter / Mainstream / Conservative]
Data Infrastructure: [Cloud-first / Hybrid / On-prem]

ORGANIZATIONAL SIGNALS
─────────────────────────────────────────────────────────────
Buying Signals:
  - [Job postings for X role]
  - [Recent funding announcement]
  - [Expansion to new market]
  - [Technology change]

Pain Indicators:
  - [Signs they have the problem you solve]
  - [Operational challenges]
  - [Growth bottlenecks]

QUALIFICATION CRITERIA
─────────────────────────────────────────────────────────────
Must-Haves (Deal Breakers):
  ✓ [Criterion 1]
  ✓ [Criterion 2]
  ✓ [Criterion 3]

Nice-to-Haves (Bonus):
  ○ [Criterion 1]
  ○ [Criterion 2]

Disqualifiers:
  ✗ [Red flag 1]
  ✗ [Red flag 2]

ICP SCORING
─────────────────────────────────────────────────────────────
Score companies 1-100 based on:

Firmographics (30 points):
  - Company size: 10 pts
  - Revenue: 10 pts
  - Industry fit: 10 pts

Technographics (20 points):
  - Tech stack match: 10 pts
  - Integration needs: 10 pts

Buying Signals (30 points):
  - Active need: 15 pts
  - Budget timing: 15 pts

Engagement (20 points):
  - Website activity: 10 pts
  - Content engagement: 10 pts

Tiers:
  - A (80-100): Ideal fit, prioritize
  - B (60-79): Good fit, pursue
  - C (40-59): Okay fit, nurture
  - D (0-39): Poor fit, deprioritize

EXAMPLE COMPANIES
─────────────────────────────────────────────────────────────
Perfect Fit:
  1. [Company Name] - Why: [reasons]
  2. [Company Name] - Why: [reasons]

Good Fit:
  1. [Company Name] - Why: [reasons]

Not a Fit:
  1. [Company Name] - Why: [reasons]

How to Use

Quick Persona Generation

Create a buyer persona for a CTO at a mid-market SaaS company
evaluating our data analytics platform

Full ICP + Personas

Create an ICP and 3 buyer personas for our product:
- Product: [description]
- Price point: [ACV]
- Current customers: [examples]
- Best customer traits: [what makes them successful]

Persona from Customer Data

Based on these 10 customer interviews, create buyer personas:
[Paste interview notes or summaries]

Competitive Persona

Our competitor targets enterprise. Create a persona for
mid-market companies underserved by their offering.

Best Practices

Data Sources for Personas

1. Customer Interviews - Direct conversations (5-10 minimum)
2. Sales Team Input - Win/loss analysis, common objections
3. Support Tickets - Frequent issues, language used
4. Analytics - Demographics, behavior patterns
5. Social Listening - LinkedIn, communities, forums
6. Review Sites - G2, Capterra, Trustpilot reviews
7. Competitor Analysis - Who are they targeting?

Validation Checklist

• [ ] Based on real customer data, not assumptions
• [ ] Sales team recognizes and agrees with personas
• [ ] Includes actual customer quotes
• [ ] Covers full buying committee (not just champion)
• [ ] Addresses both rational and emotional factors
• [ ] Includes specific messaging guidance
• [ ] Updated within last 6 months

Common Mistakes to Avoid

• Creating too many personas (3-5 is ideal)
• Making personas too generic
• Ignoring the "blocker" persona
• Assuming B2B decisions are purely rational
• Not updating personas as market changes
• Creating personas without sales team input

Integration

Works well with:

• marketing-strategy-pmm - Use personas in positioning
• content-brief - Create persona-targeted content
• ad-copy-generator - Write persona-specific ads
• email-template-generator - Personalized email sequences
• landing-page-copywriter - Persona-specific landing pages

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: nicepkg
• Source: nicepkg/ai-workflow
• License: MIT
• Homepage: https://ai-workflow.xiaominglab.com/

Install and usage instructions live in the source repository linked above.