Financial analysis · adoption-ready estimate

HVAC AI -- Run a tighter shop. Win more calls.

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

Fermi summary

Land 80 HVAC shops at $150/mo and you're at $144k ARR - but ServiceTitan and Jobber own this room, the sales cycle is brutal, and your realistic odds of hitting that number inside 12 months are about 13%.

Market size (TAM)

$180.0M

~100k US HVAC contractors × $1,800/yr avg field-service software spend (ServiceTitan/Jobber pricing band)

Year-1 ARR range

$36k - $450k

midpoint $144k

Gross margin

72%

Investment to production

$28k

Dev: $14k for dispatch board integrations, mobile UX polish, billing/auth, and SMS reminder pipeline. Marketing: $10k for cold outbound to H

Probability of success

13%

P(reaching mid case in 12 months)

Expected take-home Y1

$-14500

probability-weighted, after investment

Go-to-market motion

Cold outbound via HVAC owner Facebook groups and Google Ads ('HVAC dispatch software') → 15 demos/month → 3 closes/month at $150/mo avg MRR.

Key risks

ServiceTitan, Jobber, and Housecall Pro already offer AI-enhanced dispatch with years of workflow integrations - a new entrant has no durable differentiation on features alone
HVAC shop owners are phone-first and skeptical of subscriptions; real sales cycles run 3-6 months, meaning year-1 ARR depends on closes that won't land until Q3-Q4 at the earliest
Accurate quoting requires regional labor rates, local parts pricing feeds, and tech skill matrices - without this data, AI quotes will be wrong and cause immediate churn

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.