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A document parser that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at freight brokerage brokers, catching the error before it becomes a change order.
In short: Pricing Engine Built for Brokers is a document parser aimed at freight brokerage brokers, covering pricing. It scores 70/100 on AltF Ideas, carried by feasibility (95) and held back by open field (40). Typical pricing is $700–$7.0k per customer per year, with a first version reachable in a weekend for $2.5k–$8.0k.
Freight brokerage teams lose a price list last revised when costs were 30% lower. Nobody owns this process, which is exactly why it keeps breaking. The error rate is tolerated because measuring it would cost more than the errors.
A document parser that sits beside the existing system, reads what it already produces, and closes pricing. Revenue is flat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $967M |
|---|---|
| Category growth (CAGR) | 11% |
| Annual contract value | $700 – $7.0k |
| Pricing model | Flat SaaS |
| Time to first revenue | 36 days |
| Startup cost to MVP | $2.5k – $8.0k |
| Build effort | Weekend |
Document parsing stopped needing per-layout templates. Freight brokerage is growing at roughly 13% 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A generalist AI tool | No domain grounding, so output needs full human review |
The data you need lives on paper in a back office; digitisation is half the product.
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