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A geospatial model that handles site selection end to end and hands a human the exceptions rather than the queue. Aimed at life sciences study leads, so the work stops following people home.
In short: Site Scorer Built for Study Leads is a geospatial model aimed at life sciences study leads, covering site selection. It scores 74/100 on AltF Ideas, carried by moat (95) and held back by feasibility (22). Typical pricing is $17k–$260k per customer per year, with a first version reachable in six to twelve months for $38k–$115k.
Life sciences teams lose location decisions made on instinct and a drive-by. Nobody owns this process, which is exactly why it keeps breaking. 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 managed service, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $2.6B |
|---|---|
| Category growth (CAGR) | 18% |
| Annual contract value | $17k – $260k |
| Pricing model | Managed service |
| Time to first revenue | 76 days |
| Startup cost to MVP | $38k – $115k |
| Build effort | 6-12 months |
Satellite and census-linked data became licensable at startup prices. Life sciences is growing at roughly 18% 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 vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| 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