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A narrow retrieval engine scoped to customer support alone — no platform, no migration, no six-month rollout. Aimed at restaurants general managers, surfacing the exposure nobody has priced.
In short: Support Agent Built for General Managers is a retrieval engine aimed at restaurants general managers, covering customer support. It scores 70/100 on AltF Ideas, carried by demand (93) and held back by open field (50). Typical pricing is $1.5k–$30k per customer per year, with a first version reachable in about a quarter for $14k–$31k.
Restaurants teams lose the same forty questions answered by a human every day. In most restaurants businesses this job has never had software written for it. Most operators assume this is simply the cost of doing business.
A retrieval engine that handles customer support end to end and hands a human the exceptions rather than the queue. Revenue is per-location, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $650M |
|---|---|
| Category growth (CAGR) | 12% |
| Annual contract value | $1.5k – $30k |
| Pricing model | Per-location |
| Time to first revenue | 39 days |
| Startup cost to MVP | $14k – $31k |
| Build effort | ~1 quarter |
Retrieval over private documents became cheap enough to run per query. Restaurants is growing at roughly 13% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| 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 buying cycle is slower than the build, so runway assumptions matter more than code.
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