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A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Aimed at travel agency owners, starting from data the business already produces.
In short: Retrieval-Powered Proposal Builder for Agency Owners is a retrieval engine aimed at travel agency owners, covering proposal writing. It scores 75/100 on AltF Ideas, carried by monetisation (90) and held back by open field (22). Typical pricing is $2.5k–$51k per customer per year, with a first version reachable in a weekend for $2.5k–$7.0k.
Travel teams lose proposals rebuilt from scratch that are 80% identical. A typical travel operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
A narrow retrieval engine scoped to proposal writing alone — no platform, no migration, no six-month rollout. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $717M |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $2.5k – $51k |
| Pricing model | Usage-based |
| Time to first revenue | 35 days |
| Startup cost to MVP | $2.5k – $7.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. Travel 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 generalist AI tool | No domain grounding, so output needs full human review |
| An internal hire | Works until volume doubles, then breaks again |
| 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