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Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Aimed at last-mile delivery dispatchers, holding service constant on a smaller team.
In short: Proposal Builder Built for Dispatchers is a long-context reviewer aimed at last-mile delivery dispatchers, covering proposal writing. It scores 73/100 on AltF Ideas, carried by demand (92) and held back by open field (34). Typical pricing is $4.9k–$104k per customer per year, with a first version reachable in about a quarter for $14k–$36k.
Last-mile delivery teams lose proposals rebuilt from scratch that are 80% identical. Nobody owns this process, which is exactly why it keeps breaking. It scales linearly with headcount, so growth makes it worse rather than better.
Proposal writing handled by a long-context reviewer, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $493M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $4.9k – $104k |
| Pricing model | Per-outcome |
| Time to first revenue | 64 days |
| Startup cost to MVP | $14k – $36k |
| Build effort | ~1 quarter |
Million-token context windows made whole-document reasoning possible in one pass. Last-mile delivery is growing at roughly 21% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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