Resources
Site selection guides
Guides on how expansion teams decide where to open next, covering trade areas, cannibalization, scoring, demographics, competition, and the software that does it.
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What Is Site Selection Software?Site selection software helps multi-unit retail, restaurant, healthcare, and service brands decide where to open next using explainable scores, drive-time trade areas, demographics, and competition data.The Retail Site Selection Process: From Trade Area to Approval BriefAn end-to-end, repeatable retail site selection process: strategy and criteria, market screening, trade areas, demand and competition, cannibalization, scoring, the brief, and post-opening validation.Retail Expansion StrategyHow multi-unit brands plan growth: market prioritization, unit economics, supportable units, cannibalization and saturation screening, standardized scoring, pacing, and post-opening validation.Site Selection Scoring Models: How to Build a Defensible ScorecardHow to build a defensible, committee-ready site selection scorecard: the difference between a score, forecast, overlay, and recommendation; core components; weights; overlays; and calibration.
Compare software and alternatives
Best Site Selection Software for Retail Expansion (2026)A neutral guide to the best site selection software for retail expansion: foot-traffic panels, enterprise GIS, and turnkey scoring platforms compared by explainability, trade-area method, cannibalization, and price.How to Evaluate Site Selection SoftwareA buyer framework for evaluating site selection software: explainability, trade-area method, data freshness, cannibalization, the brief output, GIS-team requirement, and questions to ask a vendor.Best Site Selection Software for Small Expansion TeamsThe best site selection software for small expansion teams is self-serve, affordable, and produces a defensible recommendation without a GIS department: explainable scoring, drive-time trade areas, competition, and cannibalization.How to Replace Spreadsheet-Based Site ScoringMove off Excel and Google Sheets site scorecards without losing the weighted, explainable model. What to keep, what live data, drive-time, and cannibalization to add, and how to migrate your weights.Alternatives to Site Selection ConsultantsWhen site selection software beats a paid market study, and when a consultant or broker is still worth it. Compare cost per site, speed, and repeatability, plus the hybrid approach for retail site studies.Location Intelligence Tools for Multi-Location ExpansionLocation intelligence splits into data platforms you analyze yourself and decision tools that score sites. What multi-location teams need, and how to choose by maturity.GIS vs Location Intelligence in Retail Site SelectionGIS is a spatial toolkit that assumes expertise; location intelligence is applied analytics; site selection software is the decision layer. How to tell them apart and pick.Trade Area Analysis Software: How to ChooseThe three categories of trade area analysis software (foot-traffic panels, GIS toolkits, turnkey scoring), what to look for, and whether you need a GIS team.Cannibalization Analysis Software for Retail Site SelectionSoftware that scores retail sites with cannibalization analysis: what to look for (drive-time overlap, demand weighting, net-new vs transferred demand) and how the main tools compare.AI Tools for Retail Real Estate: What Is Real, What Is HypeAI for retail real estate spans deal sourcing, lease abstraction, valuation, and site selection. Where explainable site scoring fits, and the trust gap behind black-box AI.Placer.ai Alternatives for Site Selection (2026)The best Placer.ai alternatives by job: observed foot-traffic data (Unacast, SafeGraph, Foursquare), lower-cost mobility (PassBy, StreetLight), and turnkey site scoring (Geod, GrowthFactor, SiteZeus, Buxton).SiteSeer Alternatives for Site Selection (2026)A fair guide to SiteSeer alternatives: what SiteSeer is strong at, and how SiteZeus, Buxton, Kalibrate, Tango, PiinPoint, Esri, and Geod compare for retail and c-store site selection.GrowthFactor Alternatives for Site Selection (2026)A fair guide to GrowthFactor alternatives: what GrowthFactor is strong at, and how Geod, SiteZeus, Buxton, SiteSeer, Placer.ai, and Esri compare for site selection, by need.
Scoring, briefs, and demographics
What Is an Explainable Site Selection Score?An explainable site selection score traces a location score to named components (reach, demand, competition, accessibility), documented data sources and vintages, and visible weights, so a committee can challenge and defend it.Site Selection Criteria: A Checklist for Multi-Unit OperatorsThe decision criteria for retail, restaurant, and healthcare sites: hard gates (zoning, access, parking, territory) vs scored criteria (reach, demand, competition, accessibility), and how to weight them.What Data Goes Into a Retail Site Selection BriefA retail site selection brief should include the trade area definition, demographics and demand, competition and co-tenancy, accessibility and traffic, cannibalization, a weighted score, and every data source with its vintage date.Site Selection Brief TemplateThe standard sections of a defensible site selection brief and how to fill each: recommendation, trade area, demand, competition, cannibalization, the weighted score, sources, and confidence.Demographic Site Analysis in Site SelectionDemographics are not demand unless filtered by category fit, trade area, daypart, access, and customer profile. How to turn population and income into demand-relevant inputs for a site score.New Store Sales Forecasting for Site SelectionForecasting sales for a new location: analog stores, AUV ranges, ramp curves, cannibalization-adjusted (net-new) forecasts, confidence, and post-opening validation. Treat a forecast as a range, not a point.Site Screening vs Sales Forecasting: What Each Model DecidesScreening filters many candidate sites quickly; forecasting sizes the survivors. Why you need both, and how a score, forecast, overlay, and recommendation fit together.Post-Opening Validation: Was the Site Selection Model Right?Close the loop: compare forecasts and scores to actuals after opening, measure error (MAPE), track ramp vs predicted, and recalibrate. What makes a site model trustworthy over time.
Trade areas and competition
Drive-Time Trade Areas: Tools That Use Traffic Patterns and Census DemandWhich tools calculate drive-time and walk-time trade areas with traffic, and how to get from a polygon to the demographics and competition inside it.Drive-Time vs Radius Trade Areas: Why Distance Is Not AccessA radius ignores roads, barriers, and traffic; a drive-time or walk-time trade area reflects who can actually reach a site. The four trade-area methods compared, and when each fits.Catchment Area vs Trade Area AnalysisCatchment area and trade area are near-synonyms for the area a site draws customers from. The terms reconciled, primary vs secondary catchment, and how each is built.DMA in Site Selection: What a Designated Market Area Is and When It MattersA Designated Market Area (DMA) is a Nielsen media-market boundary. How a DMA differs from a trade area, when it helps in expansion, and when it is too coarse to choose a site.Foot Traffic Data in Site Selection: How to Use It Without Over-Trusting ItFoot traffic is an input, not a decision. What mobility data is good for, its limits (panel bias, POI error, coverage, attribution), the greenfield problem, and how to validate it.Competitor Analysis in Site SelectionCompetitor density is not enough. A framework for analyzing direct competitors, substitutes, complements and co-tenants, saturation, and white space, weighted by access, format, channel, and daypart.Co-Tenancy Analysis in Site SelectionCo-tenancy is more than who is nearby. Analyze anchor stability, trip mission, daypart overlap, cross-shopping, and lease-risk scenarios, and feed it into a trade-area-aware site score.How to Map Competition Density and Anchor Tenants AutomaticallyA workflow for mapping competitor density and anchor tenants: POI data sources, density heatmaps, co-tenancy inside a drive-time trade area, and turning the map into a decision.
Cannibalization, saturation, and white space
How to Calculate Store Cannibalization Before You OpenThe cannibalization rate formula, a worked example, the inputs you need, and how to separate transferred demand from net-new before opening a new store.Trade Area Overlap vs Cannibalization: What Is the Difference?Trade area overlap is geographic; cannibalization is the demand that actually transfers. The three-rung ladder from area overlap to demand-weighted overlap to transfer.Is My Market Saturated? How to Tell Before You OpenMarket saturation is a marginal-return question, not a store count. The signal checklist, the quick screens and where they fail, and the drive-time test.How to Find White Space for Retail ExpansionWhite space is underserved demand you can profitably reach, not blank map space. The method, the four terms, and estimating supportable units as a range.Void Analysis vs White Space AnalysisVoid analysis is landlord and developer language for what is missing in a center or market; white space is operator language for underserved demand you can profitably reach. When to use each.Retail Portfolio OptimizationPortfolio-level decisioning for multi-unit retail: net-new demand and cannibalization across the fleet, where to add, relocate, or close units, and using scenarios to compare portfolio moves.
By industry
Restaurant Site Selection Software (QSR, Fast-Casual, Franchise)How to choose site selection software for restaurant expansion: dayparts, drive-thru feasibility, delivery-radius cannibalization, and enterprise-predictive vs self-serve-explainable tools.Healthcare Clinic Site Selection Software: A Buyer's GuideSite selection software for urgent care, dental, and outpatient clinics: payer mix, patient access, Certificate of Need, and why claims-based demand needs a healthcare data layer.Grocery Site Selection: Trade Areas, Delivery, Leakage, and CannibalizationWhat makes grocery and supermarket site selection distinct: weekly-shop trade areas, online and delivery demand, sales leakage and recapture, format, and cannibalization across a dense network.Franchise Location Scoring ToolsHow franchisees and franchisors compare and score locations: territory rights and encroachment (FDD Item 12), a repeatable scorecard both can read, and same-brand cannibalization.How to Standardize Your Franchise Site Approval ProcessA repeatable franchise site approval process: gates, one weighted scorecard, a consistent brief, a committee SLA, a decision record, and FDD Item 11 and 12 alignment.