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A narrow retrieval engine scoped to contract analysis alone — no platform, no migration, no six-month rollout. Aimed at hvac & plumbing owner-operators, going after the low-value tail everyone else skips.
In short: Retrieval Contract Analyser for HVAC & plumbing is a retrieval engine aimed at hvac & plumbing owner-operators, covering contract analysis. It scores 76/100 on AltF Ideas, carried by demand (94) and held back by monetisation (41). Typical pricing is $2.2k–$44k per customer per year, with a first version reachable in about a quarter for $16k–$53k.
HVAC & plumbing teams lose renewal terms nobody re-read before signing. Every hvac & plumbing team solves this the same way: someone stays late. The error rate is tolerated because measuring it would cost more than the errors.
Contract analysis handled by a retrieval engine, with a human signing rather than writing. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $717M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $2.2k – $44k |
| Pricing model | Usage-based |
| Time to first revenue | 33 days |
| Startup cost to MVP | $16k – $53k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. 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 internal hire | Works until volume doubles, then breaks again |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
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