Accounting Firm Partner Departure Signal Feed

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

Fermi summary

If you land 35 customers at $350/mo, that's $147k ARR - plausible but the buyer pool is thin, the data sourcing is fragile, and year-1 expected take-home is negative after build costs: proceed only if you already have 5 warm LOIs.

Market size (TAM)

$18.0M

~3,500 realistic buyers (regional CPA firms with BD focus + accounting-specialist recruiters + PE talent intelligence teams) × $430/mo avg subscription × 12

Year-1 ARR range

$28k - $420k

midpoint $150k

Gross margin

75%

Investment to production

$28k

Dev: $14k for scraping pipeline (LinkedIn, firm sites, PR wires), normalization, and customer-facing API or dashboard. Data sources/proxies:

Probability of success

12%

P(reaching mid case in 12 months)

Expected take-home Y1

$-14500

probability-weighted, after investment

Go-to-market motion

Cold outbound (email + LinkedIn) to business development partners at regional CPA firms and accounting-focused retained search firms, targeting the 10-15 people who actually buy talent intelligence tools - expect 3-4% close rate on demo requests.

Key risks

LinkedIn platform changes or legal pressure kill the primary data source and there is no affordable licensed replacement that covers partner-level moves at mid-market CPA firms
Accounting partner departures travel through tight professional networks before any scraper sees them, so buyers may get the signal free and faster via relationships - making the feed feel stale
TAM ceiling is real: once you exhaust the ~500 most motivated buyers (large regionals + top recruiting shops), growth requires expanding into a different product category entirely

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.