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A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at franchising franchisees, so the work stops following people home.
In short: Retrieval Proposal Builder for Franchising is a retrieval engine aimed at franchising franchisees, covering proposal writing. It scores 74/100 on AltF Ideas, carried by moat (93) and held back by monetisation (56). Typical pricing is $1.0k–$21k per customer per year, with a first version reachable in about a quarter for $15k–$50k.
Franchising teams lose proposals rebuilt from scratch that are 80% identical. In most franchising businesses this job has never had software written for it. The error rate is tolerated because measuring it would cost more than the errors.
A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.1B |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $1.0k – $21k |
| Pricing model | Seat SaaS |
| Time to first revenue | 54 days |
| Startup cost to MVP | $15k – $50k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. 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 |
|---|---|
| A generalist AI tool | No domain grounding, so output needs full human review |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
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