Loading page
A forecasting model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at hospitality owner-operators, built for one person, not a department.
In short: Site Scorer for Hospitality Owner-Operators is a forecasting model aimed at hospitality owner-operators, covering site selection. It scores 74/100 on AltF Ideas, carried by monetisation (92) and held back by timing (31). Typical pricing is $1.7k–$34k per customer per year, with a first version reachable in about a quarter for $17k–$58k.
Hospitality teams lose location decisions made on instinct and a drive-by. It is the kind of task that is too small to fund and too costly to ignore. It scales linearly with headcount, so growth makes it worse rather than better.
Point a forecasting model at site selection, and let people review output instead of producing it. Revenue is usage-based, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $763M |
|---|---|
| Category growth (CAGR) | 14% |
| Annual contract value | $1.7k – $34k |
| Pricing model | Usage-based |
| Time to first revenue | 47 days |
| Startup cost to MVP | $17k – $58k |
| Build effort | ~1 quarter |
Forecasting that used to need a data team now runs on off-the-shelf models. Hospitality is growing at roughly 12% 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 internal hire | Works until volume doubles, then breaks again |
| A spreadsheet | The real incumbent in most of the market, and it is free |
Trust has to be earned before anyone lets this run unsupervised.
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