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Financial analysis · adoption-ready estimate
Insurance Intent Feed ·
If an entrepreneur "adopted" this product today, here's the realistic math.
Fermi summary
If you land 95 agents at $200/mo that's $228k ARR - but established data vendors already sell this exact feed, your 21% success odds and 6-week filing lag mean expected year-1 take-home is effectively zero after build costs.
Market size (TAM)
$58.0M
~28,000 active US commercial-lines independent agents who regularly purchase new-business lead data × ~$170/mo avg spend on intent/filing feeds
Year-1 ARR range
$72k - $540k
midpoint $228k
Investment to production
$36k
Dev: $18k for 50-state filing pipeline, enrichment layer, daily delivery mechanism, auth+billing. Outbound marketing: $10k for first 75 agen
Probability of success
21%
P(reaching mid case in 12 months)
Expected take-home Y1
$-1800
probability-weighted, after investment
Go-to-market motion
Outbound email + LinkedIn to independent commercial-lines agents at 5-20 person agencies, targeting agents who already advertise on lead marketplaces (confirmed buyers), aiming for 8-12 demos/month and 2-3 closes at $175-250/mo.
Key risks
- Filing data lag kills the 'warm' value prop: most states take 2-6 weeks from business formation to public filing visibility, meaning the new business may already have insurance or be deep in a competitor's funnel before the lead lands
- Commodity data problem: DataAxle, Dun & Bradstreet, Experian BusinessIQ, and Reonomy all sell new-business filing data to insurers - differentiation is hard to articulate and easy to undercut on price
- Insurance agent churn is brutal: agents switch carriers or go inactive at ~20%/year, so MRR erodes faster than typical SaaS and LTV math gets punished
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.