Think BIG, test smart
AI-powered financial analysis. Get revenue forecast, unit economics, market overview, and competitive landscape — in one report.
No spreadsheet skills required
What you get
Every report covers six critical dimensions of your business idea
Monthly and annual revenue projections based on your pricing model, market size, and growth assumptions.
LTV, CAC, payback period, contribution margins — the numbers investors actually ask for.
AI-researched market landscape with TAM/SAM/SOM estimates and industry benchmarks.
Key competitors identified and compared by pricing, positioning, and market share.
How changes in price, acquisition cost, or churn rate affect your bottom line across scenarios.
Best case, base case, and worst case projections to stress-test your assumptions before launch.
See what you get
A real example of AI-generated financial analysis for a $50/mo subscription product
Executive Summary
Within minutes, the AI evaluates your business model and delivers a clear verdict: does your unit economics work, is it fragile, or doesn't it hold up. No guesswork — just numbers.
LTV:CAC > 3:1 — Strong
Payback < 12 months — Healthy
Revenue Analysis
See exactly how revenue builds over time. The model calculates net revenue after platform fees, variable costs, and contribution margins — month by month.
| Metric | Monthly | Annual |
|---|---|---|
| New Clients | 20 | 240 |
| Revenue | $972.50 | $11,670 |
| Variable Costs | $2,600 | $31,200 |
| Gross Profit | $372.50 | $4,470 |
Unit Economics
Every key metric calculated automatically: revenue per unit, contribution margin, customer lifetime, LTV/CAC ratio, and payback period. The formulas are transparent — you see exactly how each number is derived.
| Metric | Value | Formula |
|---|---|---|
| Revenue / unit | $48.63 | Price × (1 − Fees) |
| Contribution Margin | $18.63 | Revenue − Costs |
| Customer Lifetime | 14.3 mo | 1 / Churn Rate |
| LTV | $694.64 | Revenue × Lifetime |
| LTV:CAC | 6.95:1 | LTV / CAC |
| Payback | 5.4 mo | CAC / Margin |
Market & Competition
The AI researches your market in real-time: identifies key competitors, compares pricing strategies, and maps the competitive landscape so you enter the market with clear positioning.
| Competitor | Price | Model | Position |
|---|---|---|---|
| Competitor A | $49/mo | Subscription | Enterprise |
| Competitor B | $29/mo | Freemium | SMB |
| Competitor C | $79/mo | Subscription | Mid-market |
| Competitor D | $19/mo | Pay-per-use | Startup |
Market gap identified: No player targets the $40-60 range with a self-serve subscription for small teams.
Sensitivity Analysis
What if your price drops 20%? What if churn doubles? The sensitivity table shows how each variable impacts your LTV — so you know exactly where the risks are before you launch.
| Scenario | Change | LTV | Impact |
|---|---|---|---|
| Base case | — | $694.64 | Baseline |
| Price −20% | $50→$40 | $555.71 | −20% |
| Price +20% | $50→$60 | $833.57 | +20% |
| CAC +20% | $100→$120 | $694.64 | LTV same |
| Churn +50% | 7%→10.5% | $463.10 | −33% |
| Churn −50% | 7%→3.5% | $1,389 | +100% |
Scenario Modeling
Three scenarios built from your data show the range of outcomes. Understand your upside potential and downside risk — essential for any pitch deck or investment conversation.
Even in the worst case, LTV:CAC remains above 3:1 — your business model is resilient.
How it works
Answer a few questions about your business idea, pricing model, and target market. Plain language — no finance jargon needed.
Our AI researches the market, identifies competitors, and builds a financial model with real benchmarks.
Get a complete report with revenue forecast, unit economics, sensitivity analysis, and a clear verdict on your idea.
Pricing
Start with a single report or go pro for bulk analysis
one-time
50 reports per month
full workspace
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