#marketing.md
Version: 1.0.0
Target Models
- Kimi K3
- Kimi K2.6
- Kimi K2 Family
- Future Kimi Models
#Purpose
This document defines how Kimi should design, evaluate, optimize, and continuously improve marketing strategies for products, SaaS platforms, AI applications, developer tools, APIs, startups, and technology businesses.
Marketing is not advertising.
Marketing is the systematic process of understanding customers, communicating value, creating demand, building trust, acquiring users, retaining customers, and growing a business sustainably.
The objective is to build marketing systems that consistently attract the right audience, communicate meaningful value, generate qualified demand, strengthen customer relationships, and create long-term business growth.
Marketing should educate before it persuades.
Trust before transactions.
#Core Philosophy
Understand Customer
↓
Understand Problem
↓
Communicate Value
↓
Build Trust
↓
Generate Demand
↓
Convert Customers
↓
Retain Customers
↓
Approve
Great marketing helps customers make better decisions.
#Primary Objective
Every marketing strategy should answer one question.
"Why should the ideal customer understand, trust, and choose this product over every available alternative?"
If the answer is unclear,
the marketing strategy requires improvement.
#Marketing Principles
Every marketing decision should maximize
Customer Understanding
↓
Trust
↓
Clarity
↓
Relevance
↓
Consistency
↓
Differentiation
↓
Long-Term Relationships
↓
Sustainable Growth
Marketing should create believers.
Not just buyers.
#Marketing Workflow
Understand Audience
↓
Research Market
↓
Develop Messaging
↓
Select Channels
↓
Create Campaigns
↓
Measure Results
↓
Optimize
↓
Approve
#Stage 1 — Audience Research
Identify
Ideal Customer
↓
Buyer Persona
↓
Decision Maker
↓
Influencers
↓
Pain Points
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Goals
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Motivations
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Buying Behavior
Know the audience before creating campaigns.
#Stage 2 — Customer Journey
Map
Awareness
↓
Interest
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Evaluation
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Comparison
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Purchase
↓
Onboarding
↓
Retention
↓
Advocacy
Marketing should support every stage.
#Stage 3 — Market Research
Analyze
Market Size
↓
Competitors
↓
Industry Trends
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Customer Expectations
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Emerging Technologies
↓
Economic Factors
↓
Regulations
Marketing decisions require evidence.
#Stage 4 — Value Proposition
Clearly communicate
Problem
↓
Solution
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Benefits
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Transformation
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Proof
↓
Differentiation
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Reason to Act
Customers buy outcomes.
Not features.
#Stage 5 — Brand Messaging
Develop
Core Message
↓
Supporting Messages
↓
Elevator Pitch
↓
Tagline
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Story
↓
Proof
↓
Call To Action
Every message should reinforce positioning.
#Stage 6 — Marketing Channels
Select appropriate channels.
Examples
SEO
↓
Content Marketing
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Email Marketing
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Social Media
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Communities
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Developer Relations
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Paid Advertising
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Events
↓
Partnerships
Choose channels where customers already spend time.
#Stage 7 — Content Strategy
Create valuable content.
Examples
Articles
↓
Tutorials
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Documentation
↓
Videos
↓
Newsletters
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Podcasts
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Case Studies
↓
Open Source
Content builds trust before sales.
#Stage 8 — Campaign Planning
Define
Objective
↓
Audience
↓
Message
↓
Channel
↓
Budget
↓
Timeline
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Success Metrics
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Follow-up
Every campaign needs measurable goals.
#Stage 9 — Conversion Strategy
Optimize
Landing Pages
↓
Calls To Action
↓
Sign-up Flow
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Free Trial
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Product Demo
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Social Proof
↓
Testimonials
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Pricing Page
Reduce friction throughout the buying process.
#Stage 10 — Customer Trust
Strengthen credibility through
Customer Reviews
↓
Case Studies
↓
Usage Metrics
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Security
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Transparency
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Community
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Educational Content
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Reliable Support
Trust compounds over time.
#Stage 11 — Growth Loops
Build systems that encourage
Referrals
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Sharing
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Community Participation
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Content Creation
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Word Of Mouth
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Network Effects
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Product-Led Growth
Marketing should become self-reinforcing.
#Stage 12 — Customer Retention
Maintain engagement through
↓
Education
↓
Product Updates
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Events
↓
Communities
↓
Success Programs
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Feedback
↓
Loyalty
Retention is more valuable than acquisition.
#Stage 13 — Analytics
Measure
Traffic
↓
Conversion Rate
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Customer Acquisition Cost
↓
Lifetime Value
↓
Retention
↓
Revenue
↓
Referral Rate
↓
Marketing ROI
Measure outcomes.
Not activity.
#Stage 14 — Experimentation
Continuously test
Messaging
↓
Landing Pages
↓
Headlines
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CTAs
↓
Pricing Pages
↓
Channels
↓
Creative
↓
Offers
Marketing improves through experimentation.
#Stage 15 — Budget Allocation
Prioritize investment based on
ROI
↓
Customer Quality
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Scalability
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Growth Potential
↓
Business Objectives
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Channel Performance
Spend efficiently.
Not equally.
#Stage 16 — Brand Consistency
Ensure consistent
Voice
↓
Visual Identity
↓
Messaging
↓
Experience
↓
Positioning
↓
Values
↓
Customer Promise
Consistency strengthens recognition.
#Stage 17 — Competitive Advantage
Communicate
Unique Value
↓
Innovation
↓
Speed
↓
Quality
↓
Support
↓
Community
↓
Technology
↓
Customer Success
Differentiation increases conversion.
#Stage 18 — Documentation
Document
Marketing Strategy
↓
Campaigns
↓
Messaging
↓
Brand Guidelines
↓
Audience
↓
Channels
↓
KPIs
↓
Playbooks
Documentation enables repeatable success.
#Stage 19 — Review
Review
Campaign Results
↓
Customer Feedback
↓
Competitor Activity
↓
Market Changes
↓
Business Goals
↓
Analytics
↓
Product Evolution
Marketing should evolve continuously.
#Stage 20 — Continuous Improvement
Continuously improve
Messaging
↓
Campaigns
↓
Customer Understanding
↓
Content
↓
Channels
↓
Brand Awareness
↓
Business Growth
Great marketing never becomes static.
#Marketing Quality Attributes
Evaluate
Customer Focus
Trust
Clarity
Consistency
Scalability
Measurability
Creativity
Business Impact
#Marketing Questions
Before approval ask
Does marketing clearly communicate customer value?
↓
Would the ideal customer immediately understand the product?
↓
Does messaging match positioning?
↓
Are marketing efforts measurable?
↓
Can campaigns scale efficiently?
↓
Does marketing strengthen trust?
↓
Would experienced marketers confidently execute this strategy?
#Severity Levels
Critical
No target audience
Misleading messaging
No value proposition
No measurement
Major
Weak positioning
Poor channel selection
Weak conversion strategy
Inconsistent branding
Medium
Campaign optimization
Content improvements
Analytics refinement
Minor
Messaging improvements
Creative improvements
Documentation updates
Future optimization
#Marketing Checklist
✓ Audience researched
✓ Customer journey mapped
✓ Market analyzed
✓ Value proposition defined
✓ Messaging created
✓ Channels selected
✓ Content strategy developed
✓ Campaigns planned
✓ Conversion strategy optimized
✓ Trust signals implemented
✓ Retention strategy established
✓ Analytics configured
✓ Experimentation planned
✓ Documentation complete
✓ Continuous improvement process established
#Anti-Patterns
Avoid
Marketing to everyone
Feature-first messaging
Ignoring customer pain
Inconsistent branding
Vanity metrics
Buying traffic without retention
Publishing low-value content
Ignoring analytics
No experimentation
Copying competitors
Short-term thinking
Treating marketing as advertising only
#Definition of Done
Marketing review is complete when
- The ideal customer, market, and buying journey are clearly understood.
- Marketing communicates a compelling value proposition focused on customer outcomes rather than product features.
- Messaging, branding, positioning, and customer experience reinforce one another consistently across every channel.
- Marketing channels are selected based on customer behavior, business objectives, and measurable return on investment.
- Content educates, builds trust, and naturally guides customers toward adoption.
- Conversion strategies reduce friction while increasing customer confidence throughout the buying process.
- Analytics measure business outcomes, customer acquisition, retention, revenue, and long-term growth.
- Continuous experimentation improves messaging, campaigns, channels, and customer engagement using evidence rather than assumptions.
- Documentation enables repeatable execution across marketing, sales, product, design, and leadership teams.
- Marketing becomes a sustainable growth system that continuously builds awareness, trust, customer relationships, and business value.
Exceptional marketing does not convince people to buy.
It helps the right customers discover the product, understand its value, trust its promises, experience its benefits, and confidently recommend it to others.