Geospatial Data for Retail

Find, Grow, and Optimize High-Performing Locations

Retail success starts with knowing your customers—where they are, how they live, and what they spend. 

AGS delivers granular data to help retailers, brokers, and consultants make smarter site decisions, optimize store performance, and expand into the right markets.

From lifestyle segmentation and consumer expenditures to population shifts and retail leakage, AGS gives you the location intelligence you need to match merchandise, messaging, and footprint to local demand.

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Popular Datasets for Retail Strategy

Panorama Lifestyle Segments

Target with precision using lifestyle-based segments that reveal consumer values, media habits, and brand preferences across neighborhoods and trade areas.

Retail Potential & Consumer Expenditures

Compare actual and expected retail sales, identify gaps, and forecast demand across dozens of retail categories from groceries to luxury goods.

Estimates & Projections

Track population and household trends at the local level to anticipate market saturation, emerging corridors, and demographic shifts.

Assets, Debts, & Net Worth

Understand consumer financial capacity, debt levels, and purchasing power to guide pricing strategies and optimize product assortments.

CrimeRisk

Understand local safety conditions to guide location selection, security planning, and community engagement.

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How Clients Use AGS Data

Whether you’re running a national expansion or assessing a single store’s viability, AGS equips retail professionals with high-confidence insights:

  • National brands evaluate new markets based on population growth, income trends, and spending behavior
  • Franchise systems refine territory maps and assess white space using consumer lifestyle and net worth data
  • Brokers develop compelling narratives for lease negotiations, investment decks, and site pitches
  • Shopping center owners use retail leakage and household profiles to optimize tenant mix
  • E-commerce and DTC brands use regional segmentation to plan pop-up stores, fulfillment hubs, and marketing spend

Flexible Delivery for Real-World Use

Our data works where you do—whether you’re using GIS tools, BI platforms, or custom applications. We support delivery via flat file, API, and third-party integrations like Esri and Tableau, ensuring a seamless fit with your workflow.

With ongoing updates, industry-leading methodology, and U.S.-based support, AGS is more than a data provider—we’re your retail data partner.

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