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A retrieval engine that sits beside the existing system, reads what it already produces, and closes proposal writing. Aimed at recruiting recruiters, at a tenth of what the enterprise suite charges.
In short: Proposal Builder Built for Recruiters is a retrieval engine aimed at recruiting recruiters, covering proposal writing. It scores 77/100 on AltF Ideas, carried by monetisation (88) and held back by open field (26). Typical pricing is $4.3k–$64k per customer per year, with a first version reachable in about a quarter for $16k–$44k.
Recruiting teams lose proposals rebuilt from scratch that are 80% identical. A typical recruiting operation runs this on people, memory, and a shared spreadsheet. The error rate is tolerated because measuring it would cost more than the errors.
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 | $356M |
|---|---|
| Category growth (CAGR) | 13% |
| Annual contract value | $4.3k – $64k |
| Pricing model | Data subscription |
| Time to first revenue | 70 days |
| Startup cost to MVP | $16k – $44k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Recruiting is growing at roughly 15% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
| An internal hire | Works until volume doubles, then breaks again |
Trust has to be earned before anyone lets this run unsupervised.
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