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Lead qualification handled by a classifier, with a human signing rather than writing. Aimed at hvac & plumbing field supervisors, finding what the inspector would find, first.
In short: HVAC & plumbing Lead Qualifier on Classification is a classifier aimed at hvac & plumbing field supervisors, covering lead qualification. It scores 73/100 on AltF Ideas, carried by demand (96) and held back by moat (37). Typical pricing is $4.3k–$92k per customer per year, with a first version reachable in about a month for $6.0k–$14k.
HVAC & plumbing teams lose a pipeline where nobody knows which half is real. Every hvac & plumbing team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
Point a classifier at lead qualification, and let people review output instead of producing it. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $287M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $4.3k – $92k |
| Pricing model | Per-outcome |
| Time to first revenue | 71 days |
| Startup cost to MVP | $6.0k – $14k |
| Build effort | ~1 month |
Classification quality crossed the threshold where a human stops double-checking. HVAC & plumbing is growing at roughly 16% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow