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A narrow geospatial model scoped to site selection alone — no platform, no migration, no six-month rollout. Aimed at lending underwriters, finding what the inspector would find, first.
In short: Automated Site Scorer for Lending is a geospatial model aimed at lending underwriters, covering site selection. It scores 72/100 on AltF Ideas, carried by monetisation (93) and held back by feasibility (37). Typical pricing is $5.2k–$112k per customer per year, with a first version reachable in six to twelve months for $38k–$106k.
Lending teams lose location decisions made on instinct and a drive-by. In most lending businesses this job has never had software written for it. The backlog only surfaces when a customer or an auditor finds it first.
Point a geospatial model at site selection, and let people review output instead of producing it. 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) | 13% |
| Annual contract value | $5.2k – $112k |
| Pricing model | Per-outcome |
| Time to first revenue | 65 days |
| Startup cost to MVP | $38k – $106k |
| Build effort | 6-12 months |
Satellite and census-linked data became licensable at startup prices. Lending 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 |
| A spreadsheet | The real incumbent in most of the market, and it is free |
| A generalist AI tool | No domain grounding, so output needs full human review |
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