Loading page
A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at manufacturing quality teams, unbundling the one module people actually use.
In short: Manufacturing Site Scorer is a geospatial model aimed at manufacturing quality leads, covering site selection. It scores 80/100 on AltF Ideas, carried by monetisation (97) and held back by feasibility (36). Typical pricing is $4.8k–$102k per customer per year, with a first version reachable in six to twelve months for $33k–$80k.
Manufacturing 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. The cost is invisible on any P&L line, which is why it never gets fixed.
A geospatial model that handles site selection end to end and hands a human the exceptions rather than the queue. Revenue is per-outcome, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $1.3B |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $4.8k – $102k |
| Pricing model | Per-outcome |
| Time to first revenue | 67 days |
| Startup cost to MVP | $33k – $80k |
| Build effort | 6-12 months |
Satellite and census-linked data became licensable at startup prices. Manufacturing 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 offshore back office | Cheaper per hour, but does not scale down to the tail |
| A generalist AI tool | No domain grounding, so output needs full human review |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
Accuracy is unforgiving here — one wrong output costs more than the subscription.
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