Mapular
Smart Sites Retail
An intuitive self-service web application integrating demographics, accessibility, and property data to compare existing, future, and competitor retail locations with AI-powered site suitability prediction.
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IndustriesSpatial Intelligence for
Real Estate & Development
Spatial Intelligence for
Smarter Site Decisions.
Property analytics, site planning, and location scoring for developers and investors. Real estate decisions are spatial decisions. We build the tools that let you evaluate sites, compare locations, and plan developments with data, not just instinct.
What We Deliver
Spatial Intelligence for Property Decisions
Site Screening Tools
Applications that filter large inventories of potential sites based on configurable criteria: zoning, accessibility, demographics, and market conditions.
Location Scoring Dashboards
Weighted scoring models that rank sites against each other. Designed for investment committees and development teams who need to compare options quickly and consistently.
Portfolio Analytics
Maps and dashboards that visualize your existing portfolio across geographies. Identify clusters, gaps, and underperforming locations at a glance.
Market Comparison Reports
Automated reports that benchmark a specific location against comparable areas. Population density, purchasing power, transport access, and competitive landscape in one view.
How We Work
Our Real Estate Project Approach
Real estate decisions are high-stakes and spatial by nature. We integrate property data with accessibility metrics, demographic profiles, and market signals to give development teams a data-driven foundation for site selection.
We build tools for decision-makers, not GIS specialists. The output is a dashboard or scoring model that an investment committee can use directly, not a raw dataset that requires further interpretation.
Every project includes clear documentation of data sources, methodology, and scoring weights. When a board asks why this site, your team has the answer ready.
Related Products & Services
Also from Mapular
The Mapular Tech Stack
Built On A Modern Technology Stack.
70+ tools and data sources across cloud, mapping, AI, commerce, marketing, and earth observation. We pick the right tool for the problem, not the one we happen to know.
Cloud & Infrastructure
AWS
Google Cloud
Microsoft Azure
Databricks
Vercel
Docker
KubernetesMapping & Visualization
MapboxMapLibre
Esri ArcGIS
CesiumJSDeck.gl
H3
OpenStreetMapOverture Maps
AI & Machine Learning
Anthropic Claude
OpenAI
Google Gemini
NVIDIA
PyTorch
TensorFlow
scikit-learnModel Context Protocol
Data & Analytics
PostgreSQLPostGIS
DuckDB
BigQuery
Apache Airflow
dbt
Apache KafkaEarth Observation Sources
Sentinel / Copernicus
Landsat / USGS
Planet Labs
Maxar
Airbus Pléiades / SPOT
MODIS / VIIRS
Google Earth Engine
NOAA & ECMWF
Geospatial Data Types
Optical Imagery
SAR / Radar
LiDAR
Digital Elevation Models
Thermal Imagery
Hyperspectral
Aerial & Drone Imagery
Weather & Climate
Time-Series / NDVI
Foot Traffic & Mobility
Demographics & POI
E-Commerce & Commerce Platforms
Shopify
Shopware
WooCommerce
BigCommerce
Adobe Commerce
Salesforce Commerce
Webflow
Squarespace
WixMarketing & Analytics
Google Ads
Meta Ads
TikTok Ads
LinkedIn Ads
Google Analytics
Google Tag Manager
HubSpot
Klaviyo
MailchimpFrontend & Build
React
Next.js
TypeScript
Tailwind CSS
Node.jsData Engineering & Languages
PythonGeoPandas
GDAL
Rasterio
Apache ParquetYour Project
Let's Build
It Together.
Tell us about your project requirements. We'll match you with the right specialists and outline a tailored approach, no commitment required.