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A narrow long-context reviewer scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at property management maintenance leads, taking the phone queue off a human entirely.
In short: Long context Proposal Builder for Property management is a long-context reviewer aimed at property management maintenance leads, covering proposal writing. It scores 70/100 on AltF Ideas, carried by timing (93) and held back by moat (41). Typical pricing is $900–$19k per customer per year, with a first version reachable in about a month for $5.5k–$16k.
Property management teams lose proposals rebuilt from scratch that are 80% identical. Every property management team solves this the same way: someone stays late. Most operators assume this is simply the cost of doing business.
A long-context reviewer that sits beside the existing system, reads what it already produces, and closes proposal writing. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $303M |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $900 – $19k |
| Pricing model | Seat SaaS |
| Time to first revenue | 50 days |
| Startup cost to MVP | $5.5k – $16k |
| Build effort | ~1 month |
Million-token context windows made whole-document reasoning possible in one pass. Property management is growing at roughly 15% 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 |
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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