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Point a document parser at pricing, and let people review output instead of producing it. Aimed at hvac & plumbing owner-operators, writing down what only one person knows.
In short: Pricing Engine Built for Owner-Operators is a document parser aimed at hvac & plumbing owner-operators, covering pricing. It scores 76/100 on AltF Ideas, carried by feasibility (94) and held back by moat (52). Typical pricing is $900–$19k per customer per year, with a first version reachable in a weekend for $2.0k–$6.0k.
HVAC & plumbing teams lose a price list last revised when costs were 30% lower. The work sits between two systems that were never designed to talk. It scales linearly with headcount, so growth makes it worse rather than better.
A narrow document parser scoped to pricing alone — no platform, no migration, no six-month rollout. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $445M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $900 – $19k |
| Pricing model | Seat SaaS |
| Time to first revenue | 43 days |
| Startup cost to MVP | $2.0k – $6.0k |
| Build effort | Weekend |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| 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 |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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