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Point a retrieval engine at proposal writing, and let people review output instead of producing it. Aimed at home care schedulers, writing down what only one person knows.
In short: Proposal Builder for Home care, Run by Retrieval is a retrieval engine aimed at home care schedulers, covering proposal writing. It scores 78/100 on AltF Ideas, carried by timing (88) and held back by monetisation (69). Typical pricing is $1.0k–$19k per customer per year, with a first version reachable in about a quarter for $13k–$41k.
Home care teams lose proposals rebuilt from scratch that are 80% identical. Every home care team solves this the same way: someone stays late. The backlog only surfaces when a customer or an auditor finds it first.
Point a retrieval engine at proposal writing, and let people review output instead of producing it. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $953M |
|---|---|
| Category growth (CAGR) | 21% |
| Annual contract value | $1.0k – $19k |
| Pricing model | Seat SaaS |
| Time to first revenue | 37 days |
| Startup cost to MVP | $13k – $41k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Home care is growing at roughly 20% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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 is a person, and displacing a person is a change-management problem.
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