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Site selection handled by a forecasting model, with a human signing rather than writing. Aimed at e-commerce marketing leads, charging only when it actually works.
In short: Site Scorer for E-commerce Marketing Leads is a forecasting model aimed at e-commerce marketing leads, covering site selection. It scores 72/100 on AltF Ideas, carried by demand (94) and held back by open field (22). Typical pricing is $5.8k–$124k per customer per year, with a first version reachable in six to twelve months for $30k–$92k.
E-commerce teams lose location decisions made on instinct and a drive-by. Every e-commerce team solves this the same way: someone stays late. Whoever knows how it works becomes a single point of failure.
Site selection handled by a forecasting model, with a human signing rather than writing. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $2.0B |
|---|---|
| Category growth (CAGR) | 16% |
| Annual contract value | $5.8k – $124k |
| Pricing model | Per-outcome |
| Time to first revenue | 73 days |
| Startup cost to MVP | $30k – $92k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. E-commerce is growing at roughly 16% 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 |
| The incumbent suite | Sells a platform; this job is one neglected module inside it |
Every customer wants their own edge cases encoded, so onboarding cost is the real constraint.
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