Bumbee Labs

Bumbee Labs — Multi-method physical-visit measurement fused from three complementary sources, with cellular as the wide-area leg: (1) anonymised, aggregated 4G/5G mobile network operator data producing visitor counts and flows across whole districts, streets and open outdoor areas, origin/catchment (where visitors travel from), site-to-site travel patterns and city-scale peak/trend series; (2) Wi-Fi measurement for indoor behaviour and zone-level dwell; (3) on-site sensors for exact entrance counts. Delivered through one common API and dashboard layer, with a documented data-deliverables cata…

Bumbee Labs offers (Geospatial, Alternative) — Not published, but structurally census-scale: the input is operator network signalling across districts and cities, so the underlying event base is population-wide per covered area rather than a sample. The commercially meaningful quantities are the derived flow-matrix size (area x area x time bucket) and the number of cities/districts under contract. Request the covered-city list, the temporal grain of the flow matrices, and the operator agreements in force..

City-scale and district footfall benchmarking where sensors cannot reach, outdoor advertising audience measurement and OOH pricing (named explicitly), retail site selection and catchment sizing, transport and public-space planning and city management, municipal regeneration and investment appraisal, tourism flow measurement, and place-level consumer-demand alt-data for listed retail, property and media names.

Coverage spans US, Other, UK; Integrated Telecommunication Services, Application Software; geospatial, alternative; equities.