Public site-selection datasets

    A machine-readable index of cities, business types, neighbourhoods and benchmarks published under CC BY 4.0.

    Licence

    CC BY 4.0

    Updated

    2026-09-22

    Format

    JSON

    Available distributions

    Countries

    Country-level business opportunity data.

    30 declared records

    JSON

    Cities

    City profiles with demographics, rent bands and business mix.

    49 declared records

    JSON

    Business types

    Business type guides with investment range, ROI and payback.

    66 declared records

    JSON

    Financial configs

    Financial modelling parameters per business category.

    4 declared records

    JSON

    City zones

    Per-city zone data: rent, footfall, competition and suitability.

    162 declared records

    JSON

    US metros

    US metro area market indicators.

    104 declared records

    JSON

    US states

    US state-level business conditions.

    50 declared records

    JSON

    Industry sectors

    Sector outlook, growth and margin ranges.

    8 declared records

    JSON

    Attribution and limitations

    Cite “WhereToOpen.ai — wheretoopen.ai”. Datasets combine published facts and disclosed benchmarks; modelled estimates are labelled. Verify requirements, rents and quotations before making a decision.

    Read the methodology

    From research to decision

    Check the exact area before you invest.

    Compare neighbourhoods on the free map, then unlock the full location report when you need address-level evidence.

    The opportunity map is free. The full location report costs €99.