Commercial opportunity ranking

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Deterministic scores from public data. Every number below can be traced to a dataset, a reference period and a licence.

People flow is an estimated proxy. We combine road traffic, transport access and employment. No measured footfall data is used in Phase 1.

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How to read a score

Demand comes from who lives in the area (Census 2021). Market gap compares that demand with mapped competitor density (OpenStreetMap) — a community map, so counts are a floor, not a business register. People flow is a proxy built from traffic, transport and employment. Confidence reflects data completeness, freshness and coverage — a low-confidence score is not a strong recommendation.

Read the method · Inspect the datasets · Scoring model (documentation)