3-Year Financial Model

Consumer SaaS · AI-powered structured conversation · Solo operator · Conservative assumptions

Note for Legal Partner Review

This is a financial model for an early-stage consumer SaaS product in the AI-assisted structured conversation space. The product helps two people work through anything important — a contractor dispute, a relationship decision, a business disagreement, a family conversation — by giving each side private space to think it through with an AI advisor before sending a considered message. Think of it as structured communication infrastructure for the conversations that matter too much to get wrong.

What we're building toward: A scalable, low-overhead software business with strong unit economics. The product serves anyone who has something important to work through with another person — couples navigating a major decision, business partners addressing a disagreement, individuals in contractor or landlord conflicts, colleagues handling a workplace issue carefully. The model below uses deliberately conservative assumptions — industry-standard conversion rates, realistic pricing, and blended acquisition costs based on comparable consumer SaaS products.

Why a legal partner makes sense: The product touches several areas that need ongoing legal infrastructure as it scales:

Terms of service and privacy policy (data handling, encryption, retention)
Structured conversation legal framework — what this product is and is not (not legal advice, not binding arbitration)
IP protection — codebase, brand, methodology
Entity formation and equity structure
User agreements covering the consent gate and documented conversation records

The conversation: Looking for a legal partner who wants early involvement in exchange for equity or a hybrid arrangement — not looking to pay $400/hour for reactive legal work on a bootstrap budget.

ARPU: $5.11/mo · Conservative blended CAC: $22 (Y1) improving to $18 (Y3) · LTV:CAC at different retention:

3-Month Retention

$15

LTV:CAC = 0.7x

Below breakeven — improve retention first

6-Month Retention

$31

LTV:CAC = 1.4x

Marginal — validate before scaling spend

12-Month Retention

$61

LTV:CAC = 2.8x

Healthy — scale spend with confidence

Areas requiring legal attention, prioritized by urgency:

Data handling, encryption disclosures, retention policies, GDPR/CCPA compliance. Users share sensitive personal content — privacy framework must be airtight before marketing begins.

● High priority — needed before public launch

Structured Conversation Disclaimer

Product is not legal advice, not binding arbitration, not mediation in a legal sense. User agreements must make this clear and limit liability exposure. The conversation record is documentation, not a legal contract.

● High priority — needed before public launch

Entity Formation & Equity Structure

LLC or C-Corp decision, operating agreement, cap table setup. If bringing on partners (legal, investors), equity structure needs to be established early and cleanly.

● High priority — needed before partner discussions

IP Protection

Codebase ownership, trademark on product name, methodology documentation. Competitor landscape includes one existing company using similar branding in B2B enterprise space.

● Medium priority — before marketing spend

User-Generated Content & AI Liability

AI advisor outputs, consent gate records, message signing — liability frameworks for AI-generated advice are evolving rapidly. Section 230 applicability unclear for AI-mediated communication.

● Medium priority — before scale

Payment Processing & Refund Policy

Stripe integration, subscription cancellation terms, refund policy for disputed charges. Standard SaaS terms but needs documentation before monetization launches.

● Lower priority — at monetization launch

All figures are illustrative projections based on conservative industry-standard assumptions.
Churn modeled at 6% monthly Y1, improving to 4.5% Y2 and 3.5% Y3 as product matures — consistent with comparable consumer SaaS benchmarks.
Y2/Y3 new user growth assumes 3x/2x Y1 organic rate respectively, reflecting compounding word-of-mouth and invite mechanic.
Does not include entity formation costs, legal fees, developer costs, or tax. Prepared for internal discussion only. Confidential.