Residential IP Placement Auditor ·

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

Fermi summary

Close 40 agencies at $250/mo and you hit $120k ARR - but proxy costs eat 38% of revenue, it costs $43k to ship properly, and there's only a 13% chance you get there, so the expected year-one take-home is negative $33k; this is a feature inside a bigger ad-tech platform, not a standalone company.

Market size (TAM)

$8.0M

~3,400 US digital agencies and in-house brand teams actively running geo-targeted ad campaigns × $2,400 avg annual spend on placement monitoring utilities

Year-1 ARR range

$32k - $312k

midpoint $120k

Gross margin

62%

Investment to production

$43k

Dev: $21k for proxy orchestration layer, screenshot pipeline, multi-market dashboard, and Stripe billing. Marketing: $12k for cold outbound

Probability of success

13%

P(reaching mid case in 12 months)

Expected take-home Y1

$-33330

probability-weighted, after investment

Go-to-market motion

Cold email + LinkedIn outbound to performance marketing managers at US digital agencies running geo-targeted campaigns → 20 demos/month → 3 closes/month at $250/mo avg.

Key risks

Residential proxy costs scale directly with screenshot volume - a handful of high-usage customers can flip unit economics negative with no warning
Google, Meta, and programmatic DSPs actively detect proxy IPs and serve degraded or no ads, making the core output unreliable without constant proxy rotation investment
The paying buyer pool is narrower than it looks - most SMB agencies don't budget for standalone geo-verification; teams that need this at scale already use DoubleVerify or IAS enterprise contracts

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.