Question: Can you recommend a GIS mapping software that helps with location-based data analysis and visualization?

For GIS mapping software used to analyze and visualize data for location-based insights, Esri is a broad choice. It has a large collection of tools for location intelligence, spatial analysis and data visualization, including 3D visualization and real-time decision-making. It's used across many industries, so it's a good choice for retail site selection, asset management and supply chain optimization.

Another good choice is CARTO, a cloud-native platform for analyzing and visualizing spatial data. It can be integrated with big cloud data platforms like BigQuery and Snowflake, and it's got a drag-and-drop interface, built-in GenAI abilities and more than 100 prebuilt analysis modules. CARTO is designed for enterprise use with heavy security and supports app development that scales.

Mapbox is another strong contender, with customizable maps and advanced geospatial data. It offers APIs and SDKs for interactive maps, live updating data and precise location search. Mapbox is used by many industry players for navigation, data analysis and smart location features, so it's a good choice for many uses.

Last, Nearmap offers high-resolution imagery, 3D modeling and AI predictions that can help businesses, communities and governments make more informed decisions. It offers tools for property attributes, environmental monitoring and disaster response, so it's good for urban planning, infrastructure development and real estate.