Describe your product and target customer. VibeCom's AI evaluates revenue models, builds unit economics, recommends pricing, and flags the assumptions that matter most — with VC-grade rigor.
Free to start · Results in minutes
3–4 revenue models evaluated for your specific idea — SaaS, marketplace, usage-based, freemium — with fit score, pros/cons, and comparable companies.
Recommended tiers with specific price points, pricing psychology rationale, competitive positioning, and expansion paths for growing revenue per customer.
LTV, CAC, LTV/CAC ratio, payback period, and gross margin — each with the formula, realistic range for your category, and the key assumption driving it.
Expected margin range, main COGS drivers, path to target margin, and comparable company benchmarks.
First paying customer, break-even, and PMF signal milestones — each with revenue target, customer count, and key driver.
The assumptions that would most change your economics if wrong — with early warning signals and mitigation tactics.
Tell VibeCom about your idea, target customer, and any known pricing or cost context. Natural conversation — the more specific, the sharper the analysis.
VibeCom compares applicable models for your specific product, benchmarks unit economics against your category, and stress-tests pricing assumptions.
Receive a complete analysis with recommended model, pricing tiers, unit economics framework, and the single highest-leverage action for the next 30 days.
Every metric shows the formula and the assumptions behind it. An LTV of $500 means nothing without knowing churn rate, ARPU, and expansion assumptions. VibeCom makes everything auditable.
VibeCom identifies the 2–3 assumptions that would most change your economics if wrong. This is the most valuable output for early-stage founders — know where to focus validation before building.
Gross margins, LTV/CAC ratios, and payback periods are benchmarked against your specific category with comparable companies cited. Not generic SaaS averages — data relevant to your market.
Find out in minutes. Unit economics, pricing strategy, and revenue model — analyzed with VC-grade rigor.
No credit card · Results in minutes