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A document parser that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at last-mile delivery owner-operators, proving value before anyone signs anything.
In short: Automated Pricing Engine for Last-mile delivery is a document parser aimed at last-mile delivery owner-operators, covering pricing. It scores 70/100 on AltF Ideas, carried by monetisation (96) and held back by moat (52). Typical pricing is $3.7k–$79k per customer per year, with a first version reachable in about a quarter for $13k–$43k.
Last-mile delivery teams lose a price list last revised when costs were 30% lower. A typical last-mile delivery operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Point a document parser at pricing, 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 | $646M |
|---|---|
| Category growth (CAGR) | 19% |
| Annual contract value | $3.7k – $79k |
| Pricing model | Per-outcome |
| Time to first revenue | 69 days |
| Startup cost to MVP | $13k – $43k |
| Build effort | ~1 quarter |
Document parsing stopped needing per-layout templates. 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 |
|---|---|
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
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