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A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at agriculture owner-operators, replacing the spreadsheet that currently holds it together.
In short: Agriculture Proposal Builder on Retrieval is a retrieval engine aimed at agriculture owner-operators, covering proposal writing. It scores 72/100 on AltF Ideas, carried by open field (96) and held back by monetisation (31). Typical pricing is $5.3k–$79k per customer per year, with a first version reachable in about a quarter for $17k–$49k.
Agriculture teams lose proposals rebuilt from scratch that are 80% identical. A typical agriculture operation runs this on people, memory, and a shared spreadsheet. Whoever knows how it works becomes a single point of failure.
Proposal writing handled by a retrieval engine, with a human signing rather than writing. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $794M |
|---|---|
| Category growth (CAGR) | 23% |
| Annual contract value | $5.3k – $79k |
| Pricing model | Data subscription |
| Time to first revenue | 53 days |
| Startup cost to MVP | $17k – $49k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Agriculture is growing at roughly 22% 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 |
The buying cycle is slower than the build, so runway assumptions matter more than code.
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