Driver Home-Time Promise Tracker | Freight Retention

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

Fermi summary

If you sign 50 carriers at $300/mo by month 12, that's $180k ARR - but after $28k investment and a 15% shot at getting there, your expected year-1 take-home is roughly -$7k, with real upside only appearing in year 2 if churn stays low.

Market size (TAM)

$54.0M

~15,000 US OTR/regional carriers with 20-200 power units who actively make home-time promises × $3,600/yr avg SaaS spend - local/short-haul carriers excluded since home-time isn't their pain

Year-1 ARR range

$48k - $600k

midpoint $180k

Gross margin

78%

Investment to production

$28k

Dev: $12k for driver roster mgmt, weekly promise-tracking UI, SMS/email driver notifications, and dispatch dashboard. Integrations: $6k for

Probability of success

15%

P(reaching mid case in 12 months)

Expected take-home Y1

$-7000

probability-weighted, after investment

Go-to-market motion

Outbound email + LinkedIn to VP of Operations and Fleet Managers at 20-200 truck carriers, leaning on driver turnover cost ($5k-15k per driver replacement) as the ROI hook - target 25 demos/month, close 4-5/month at $250-350/mo.

Key risks

Samsara, Motive, or McLeod adds a 'home-time promise' module as a free feature inside their existing fleet platforms, making a standalone tool redundant overnight
Dispatch teams resist the tool because it creates accountability they don't want - fleet managers promise dates verbally and then blame drivers when it falls through; a tracking system exposes them
Trucking owner-operators and small carriers (the majority of the market) won't pay $250+/mo for a single-purpose tool, while enterprise carriers (Werner, Schneider) have custom solutions - the payable middle layer is narrower than it looks

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.