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A long-context reviewer that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at franchising field supervisors, catching the error before it becomes a change order.
In short: Franchising Proposal Builder on Long context is a long-context reviewer aimed at franchising field supervisors, covering proposal writing. It scores 71/100 on AltF Ideas, carried by timing (92) and held back by feasibility (50). Typical pricing is $3.8k–$57k per customer per year, with a first version reachable in six to twelve months for $34k–$86k.
Franchising teams lose proposals rebuilt from scratch that are 80% identical. The work sits between two systems that were never designed to talk. Most operators assume this is simply the cost of doing business.
Point a long-context reviewer at proposal writing, and let people review output instead of producing it. Revenue is data subscription, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $598M |
|---|---|
| Category growth (CAGR) | 17% |
| Annual contract value | $3.8k – $57k |
| Pricing model | Data subscription |
| Time to first revenue | 51 days |
| Startup cost to MVP | $34k – $86k |
| Build effort | 6-12 months |
Million-token context windows made whole-document reasoning possible in one pass. Franchising is growing at roughly 17% 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 |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
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