Customer Analysis
Deep dive into customer demographics, behavior patterns, and spatial distribution to understand your market better.
Market analysis · Location research
We combine public data with your own customer and sales records to map demand, competition, and gaps, so expansion and site decisions rest on evidence instead of instinct.
Candidate site comparison
IllustrativeCompetitor locations · rings show 5- and 10-minute drive times
The questions
If the answer depends on where customers, competitors, or sites are, it belongs on a map.
What we analyze
Use one for a quick answer, or combine them into a full expansion study.
Deep dive into customer demographics, behavior patterns, and spatial distribution to understand your market better.
Analyze competitor locations, market penetration, and identify gaps in the market for strategic positioning.
Identify distinct market segments based on geographic, demographic, and behavioral characteristics.
Comprehensive analysis of population characteristics, income levels, and lifestyle factors affecting your market.
Evaluate optimal locations for business expansion, retail outlets, or service delivery based on market data.
Assess current market coverage and identify opportunities for growth in underserved areas.
Who it's for
You receive
Retail & E-commerce
Store location analysis and customer reach optimization.
Real Estate
Market demand analysis and property value assessment.
Financial Services
Branch location strategy and market penetration analysis.
Restaurant & Hospitality
Site selection and customer catchment analysis.
Manufacturing
Supply chain optimization and market access evaluation.
How a study runs
Scoped up front, so you know the geography, the sources, and the deliverable before work starts.
Expansion, consolidation, pricing, or targeting. We agree the question, the geography, and what a good answer looks like.
Public sources such as Census ACS and business listings, plus your own customer, sales, or location records.
Trade areas, demand, competition, and gaps, scored consistently so candidates can be compared side by side.
Maps, ranked tables, and a plain-language summary your team can act on or take to leadership.
See it working
Live tools built on the same data and methods we use in market studies.
Live demoSpatial Need AnalyzerHex-grid scoring that shows where supermarkets, pharmacies, gyms, and EV chargers are missing across 50+ US cities.Open demoFAQ
Public sources such as U.S. Census ACS demographics and business and place listings, combined with whatever you can share: customer addresses, sales by location, loyalty data, or a list of candidate sites. Every source is named in the readout.
No, but it helps. A public-data-only study answers where demand and competition sit. Adding your customer or sales records answers where your customers actually come from, which is usually the sharper question.
Yes. We deliver standard files and can publish into ArcGIS, QGIS, Power BI, or a web map, so the analysis doesn't live only in a PDF.
Our Foot Traffic Site Report is a fast, address-level readout. Market analysis is broader: multiple sites or a whole region, your own data, and a recommendation rather than a single score.
Get started
Thirty minutes, no slides. Tell us the decision, the geography, and what data you have, and we'll scope a study with a fixed timeline and price.
Implementation stack
We choose the stack around the job: browser maps for decision surfaces, spatial databases for reliable data, Python and GIS libraries for analysis, and annotation tools when imagery needs reviewer-ready labels.
QGIS
GIS Software
ESRI ArcGIS
GIS Platform
PostgreSQL
Database
PostGIS
Spatial Database
AWS
Cloud Platform
Google Cloud
Cloud Platform
DuckDB
Analytics Database
OpenAI
AI Platform
Claude AI
AI Assistant
CVAT
Annotation Tool
Python
Programming
React
Frontend
Node.js
Backend
Docker
Containerization
Kubernetes
Orchestration
Azure
Cloud Platform
TensorFlow
Machine Learning
Pandas
Data Analysis
NumPy
Scientific Computing
Jupyter
Data Science
Git
Version Control
Linux
Operating System
Ubuntu
Operating System
Mapbox
Mapping Platform
Leaflet
Web Mapping
Fastapi
API Framework
GeoPandas
Geospatial Analysis
GDAL
Geospatial Library