Pitch Deck
Overview
Generate and refine investor-ready pitch decks with industry-specific templates, AI-powered content generation, investor psychology insights, and automated critique for identifying red flags and "elephant in the room" questions.
When to Use
- Generating pitch deck slides
- Building industry-specific deck templates
- Implementing deck review/critique features
- Creating smart interview wizards for deck content
- Designing deck export functionality
Deck Generation Workflow
STEP 1: TEMPLATE SELECTION
├── Industry-specific template
├── Stage-appropriate emphasis
└── Slide count recommendation
STEP 2: SMART INTERVIEW
├── 8-10 industry questions
├── Pre-filled from profile/canvas
└── AI suggestions for each answer
STEP 3: CONTENT GENERATION
├── All slides with bullets
├── Data visualization suggestions
└── Speaker notes
STEP 4: VISUAL ENHANCEMENT
├── Layout recommendations
├── Chart/graph suggestions
└── Image recommendations
STEP 5: REVIEW & REFINE
├── Critic agent analysis
├── Elephant questions identified
├── Red flags highlighted
└── Improvement suggestions
Slide Structure
| # |
Slide |
Time |
Content Focus |
| 1 |
Cover |
30s |
Company name, one-liner, logo |
| 2 |
Problem |
1m |
Pain point with data, who/struggle/why-now |
| 3 |
Solution |
1m |
How you solve it, before/after |
| 4 |
Market |
1m |
TAM/SAM/SOM with bottom-up |
| 5 |
Product |
2m |
Demo, screenshots, key features |
| 6 |
Business Model |
1m |
How you make money, pricing |
| 7 |
Traction |
1m |
Growth metrics, logos, quotes |
| 8 |
Competition |
1m |
Positioning matrix (honest!) |
| 9 |
Team |
1m |
Founder-market fit, achievements |
| 10 |
Financials |
1m |
18-month projection, key metrics |
| 11 |
Ask |
30s |
Amount, use of funds breakdown |
| 12 |
Appendix |
- |
Detailed data, backup slides |
Industry-Specific Emphasis
| Industry |
Slide Emphasis |
Unique Slides |
Investor Psychology |
| SaaS |
Traction, Retention |
Net Revenue Retention |
NRR >120% signals PMF |
| FinTech |
Compliance, Trust |
Regulatory Pathway |
Regulatory moat matters |
| Healthcare |
Clinical Evidence |
FDA/CE Pathway |
Clinical validation required |
| Marketplace |
Liquidity, Take Rate |
Supply/Demand Balance |
Network effects proof |
| AI/ML |
Data Moat, Accuracy |
Technical Architecture |
Defensibility beyond model |
| eCommerce |
Unit Economics, CAC |
Customer Acquisition |
Before/after merchant data |
Slide Templates
Problem Slide Template
interface ProblemSlide {
headline: string; // "X million [personas] lose $Y annually to [problem]"
data_point: {
stat: string; // "$500B lost annually"
source: string; // "Gartner 2025"
};
who: string; // "Mid-market finance teams"
struggle: string; // "Spend 20+ hours/week on manual reconciliation"
why_now: string; // "Remote work made collaboration 3x harder"
visual: string; // "Pain cycle diagram" | "Cost breakdown chart"
}
Traction Slide Template
interface TractionSlide {
headline: string; // "10x growth in 12 months"
primary_metric: {
value: string; // "$500K ARR"
growth: string; // "10x in 12 months"
};
secondary_metrics: {
name: string; // "Customers"
value: string; // "50+"
}[];
logos: string[]; // Customer logos (4-6)
quote: {
text: string;
attribution: string;
};
chart: 'hockey_stick' | 'bar_growth' | 'cohort';
}
Team Slide Template
interface TeamSlide {
founders: {
name: string;
role: string;
achievement: string; // "Built X at Y" > "VP at Z"
photo_url: string;
}[];
key_hires: string[]; // "Hiring: CTO (ex-Google), Head of Sales"
advisors: string[]; // Notable advisors
founder_market_fit: string; // Why this team for this problem
}
Critic Agent
interface DeckCritique {
overall_score: number; // 0-100
strengths: string[];
weaknesses: string[];
red_flags: RedFlag[];
elephant_questions: string[];
improvement_suggestions: {
slide: number;
current: string;
suggested: string;
reasoning: string;
}[];
}
interface RedFlag {
slide: number;
issue: string;
severity: 'high' | 'medium' | 'low';
fix: string;
}
// Common red flags
const RED_FLAGS = [
{ pattern: /no competitors/i, issue: "Claiming no competitors", severity: 'high' },
{ pattern: /viral/i, issue: "Relying on 'going viral'", severity: 'medium' },
{ pattern: /AI-powered/i, issue: "Generic AI buzzwords", severity: 'medium' },
{ pattern: /disrupt/i, issue: "Overused startup jargon", severity: 'low' }
];
// Elephant questions by industry
const ELEPHANT_QUESTIONS = {
fintech: ["How do you handle regulatory compliance?", "What's your licensing status?"],
healthcare: ["What's your FDA pathway?", "Do you have clinical evidence?"],
marketplace: ["How do you solve chicken-and-egg?", "What's your take rate?"],
saas: ["What's your net revenue retention?", "Why will enterprise buy from you?"]
};
Smart Interview Questions
const DECK_INTERVIEW = {
problem: [
"What specific problem do you solve?",
"Who experiences this problem most acutely?",
"How do they solve it today?",
"What's the cost of the problem (time, money, pain)?"
],
solution: [
"How does your solution work?",
"What's the 'before and after' for users?",
"What's the core technology/innovation?"
],
traction: [
"What's your current revenue/users?",
"What's your growth rate?",
"Who are your notable customers?",
"What's your best customer quote?"
],
ask: [
"How much are you raising?",
"What will you use the funds for?",
"What milestones will this achieve?",
"What's your next funding timeline?"
]
};
Universal Deck Rules
| Rule |
Application |
| Problem = numbers |
Cost, time, risk — never just qualitative |
| Solution = before/after |
Transformation, not feature list |
| Traction = graph-ready |
Numbers with timeframes |
| Competition = honest |
Never "no competitors" |
| Team = achievements |
"Built X at Y" > "VP of Engineering" |
| Ask = specific |
"$2M seed: 50% product, 30% GTM, 20% ops" |
Edge Function: pitch-deck-agent
// Actions
- 'select_template': Choose template based on industry/stage
- 'interview': Run smart interview for content
- 'generate': Create all slides from answers
- 'critique': Run critic agent analysis
- 'suggest_visuals': Recommend charts/images
- 'export': Generate PDF/PPTX/Google Slides
AI Model Selection
| Task |
Model |
| Template selection |
gemini-3-flash-preview |
| Interview questions |
gemini-3-flash-preview |
| Slide generation |
claude-sonnet-4-5-20250929 |
| Critique/Red flags |
claude-sonnet-4-5-20250929 |
| Visual suggestions |
gemini-3-pro-preview |
References
- PRD Section 10: Pitch Deck System
- Strategy Section 8: Investor Materials
- Diagram D-12: Pitch Deck Flow
/startup-system/guides/09-pitch-prompts.md