Administrative geometry used for map interaction and profile pages.
Population and density estimates used for public and business lenses.
Nighttime light intensity used as a proxy for economic activity and electrification.
Elevation, slope, terrain ruggedness, and deployment-friction context.
Supporting infrastructure, institutions, roads, and point-of-interest context.
Speed-test evidence used in business views and private analysis layers.
Official carrier and tower references used in private competition and verification views.
Crowdsourced mobile infrastructure evidence used for cross-checking tower presence.
Population proximity raster used for peak demand and cluster analysis.
Ace Signal does not claim ownership over third-party source datasets. The product value comes from cleaning, joining, scoring, presenting, and operating these sources responsibly.