Financial analysis · adoption-ready estimate

Cliff: Startup Equity Offer Calculator

If an entrepreneur "adopted" this product today, here's the realistic math.

Fermi summary

If 2,000 people pay $19 one-time in year one, that's $38k gross - but free tools from Carta and Reddit spreadsheets cap realistic odds at about 1-in-6, and year one is almost certainly cash-negative.

Market size (TAM)

$4.5M

~300k US startup equity offers extended annually × 10% willing to pay for clarity × $15 avg spend, plus ~4k growth-stage startups buying HR/recruiting tools at $300/yr to share with candidates

Year-1 ARR range

$8k - $155k

midpoint $38k

Gross margin

91%

Investment to production

$17k

Dev: $7k for auth, billing, PDF export, mobile polish. SEO/content: $6k for 20 targeted articles on equity comp topics. Design: $2.5k for la

Probability of success

16%

P(reaching mid case in 12 months)

Expected take-home Y1

$-11469

probability-weighted, after investment

Go-to-market motion

SEO content targeting 'startup equity calculator' and 'how to value my equity offer' → freemium calculator → $19 one-time detailed scenario report upsell to ~3% of free users.

Key risks

Carta, Pulley, and Levels.fyi already offer free equity calculators with better cap table integrations - paid conversion is extremely hard when free alternatives exist
Point-in-time use case (one offer evaluation per job search) makes subscription pricing unnatural and caps LTV at $15-25 one-time, requiring huge volume to hit meaningful ARR
Candidates rarely have access to full dilution inputs (authorized unissued shares, liquidation preference stack, option pool details) - the tool's accuracy ceiling is structurally limited, which undermines the core promise of knowing what equity is 'actually worth'

Generated by the Wishdeal Factory financial-analysis agent. Numbers are honest Fermi estimates, not guarantees. Real outcomes depend on the operator. The studio is bullish on the engineering quality, agnostic on the business outcome.