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A retrieval engine that handles proposal writing end to end and hands a human the exceptions rather than the queue. Aimed at marketing agencies ops teams, starting from data the business already produces.
In short: Retrieval-Powered Proposal Builder for Ops Teams is a retrieval engine aimed at marketing agencies ops managers, covering proposal writing. It scores 71/100 on AltF Ideas, carried by timing (91) and held back by open field (24). Typical pricing is $1.3k–$27k per customer per year, with a first version reachable in a weekend for $2.5k–$6.0k.
Marketing agencies teams lose proposals rebuilt from scratch that are 80% identical. A typical marketing agencies operation runs this on people, memory, and a shared spreadsheet. Most operators assume this is simply the cost of doing business.
Proposal writing handled by a retrieval engine, with a human signing rather than 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 | $541M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.3k – $27k |
| Pricing model | Seat SaaS |
| Time to first revenue | 43 days |
| Startup cost to MVP | $2.5k – $6.0k |
| Build effort | Weekend |
Retrieval over private documents became cheap enough to run per query. Marketing agencies is growing at roughly 14% 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 |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
| 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