Financial analysis · adoption-ready estimate

Decision Maker Finder ·

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

Fermi summary

Land 120 customers at $49/mo and you're at $70k ARR - but Apollo owns this market, your data source is one LinkedIn policy away from dying, and there's roughly a 1-in-8 chance you get there before burning $34k.

Market size (TAM)

$65.0M

~108k US B2B sales teams (5-50 person companies doing active outbound) × $600/yr blended spend on a standalone decision-maker enrichment tool - a sub-segment of the $3B+ sales intelligence market owned by Apollo and ZoomInfo

Year-1 ARR range

$18k - $275k

midpoint $72k

Gross margin

68%

Investment to production

$34k

Dev: $10k for billing, onboarding flow, and data pipeline reliability. Data APIs: $9k for contact enrichment costs (Proxycurl, People Data L

Probability of success

13%

P(reaching mid case in 12 months)

Expected take-home Y1

$-27000

probability-weighted, after investment

Go-to-market motion

Cold email sequences targeting SDR managers and sales ops leads at 20-200 person B2B SaaS companies, 7-day free trial, convert at ~3% with pay-per-seat pricing around $49/mo - expect 8-12 net new customers per month if outbound is disciplined.

Key risks

LinkedIn data access: the product almost certainly depends on scraping or third-party APIs that LinkedIn actively terminates - one enforcement action or API deprecation breaks core functionality overnight with no fast fix
Data staleness kills trust: decision-maker data turns over ~25% annually as people change jobs; if the AI surfaces a wrong person or outdated title even 20% of the time, SDRs churn fast and leave brutal G2 reviews
'Already in my stack' displacement: 65%+ of target buyers already pay for Apollo ($49/mo) which has the same feature - you're not adding a tool, you're replacing one with a 3-year data moat

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.