A review of outlet tables in 858 current disclosure documents found that the median system closes 4.7% of its franchised units in a single fiscal year. The healthiest quarter of systems close under 1.9%. The worst tenth close over 16.2%, and 34% of all systems closed more units than they opened. Those closures cluster in particular addresses, chosen years earlier on evidence that turned out to be thin.
Four Categories of Expansion Risk
Expansion risk has at least four components, and they behave differently. There is demand risk, the chance that not enough people want the product within reach of the door. There is cost risk, covering rent, wages, insurance and the price of building out the space. There is legal risk, which in this sector mostly means territory conflict with an existing operator. There is operator risk, the possibility that the person running the unit cannot make it work.
Location data speaks directly to three of the four. Demand, cost and territory conflict are all functions of where the unit is placed, and all three can be measured before the site is committed. Operator risk is a hiring problem and belongs somewhere else. Separating them matters because blaming a bad operator for a unit that was always going to lose money guarantees the placement mistake gets repeated in the next market.
Territory Design and Encroachment Exposure
Territory language is the most common source of conflict between a franchisor and the people who bought into the system. The territory rules in an agreement can grant an exclusive area, a protected area, or something closer to a courtesy, and the three create very different obligations when the brand wants to add a unit nearby.
Territory risk is geometric, because a territory defined by a radius or a set of postal codes produces a shape, and the next unit falls inside that shape or outside it. Disputes arise when the boundary was drawn on a document without anyone plotting it, so nobody notices the overlap until an existing operator sees the construction permit. Plotting every granted territory as it is signed converts a legal question into a visual one that takes minutes to answer.
The exposure compounds in older systems. Twenty years of signed agreements can leave several generations of territory language in force at once, with early operators holding wider protection than recent ones. Those boundaries were often described in words instead of coordinates, and reconstructing them accurately is far cheaper than litigating them later.
Cost Variables Beyond Base Rent
Two addresses in the same metro can have operating costs that differ by a wide margin, and base rent is the variable brands compare most and the one that varies least. Territory boundaries, lease costs and wage floors are all attributes of a point on a map. When those attributes are recorded in franchise mapping software instead of four separate spreadsheets, the variables that differ between two candidate addresses surface during the shortlist stage.
The comparison is worth running before the shortlist gets narrowed, because the variables that separate two sites are often ones nobody has priced. A jurisdiction boundary drawn between two shopping centers can change the wage bill and the permitting timeline for units four minutes apart.
Insurance Exposure at the Address Level
Insurance has become one of the fastest moving costs in commercial property, and it varies by address in a way rent does not. Rising commercial real estate costs from climate exposure have outpaced both rent growth and general inflation in the most exposed markets. In Miami, rent rose at an average of 1.4% a year between 2017 and 2022 while insurance rose 7.5% annually. In Denver, retail rent rose 0.4% a year across the same period and insurance rose 9%.
Two further points matter for site selection. Standard commercial property policies exclude flood damage, so a site in a flood zone requires a separate policy that a pro forma built from a template will omit. Some operators in high risk zones also struggle to buy adequate coverage at any price. That turns an insurance question into an operating question. Flood zone maps and wildfire exposure layers are public and can be placed on the same map as the candidate addresses.
Wage Floors by Jurisdiction
Legal geography sets labor cost. In 2026, 88 jurisdictions raised their wage floor, including 22 states and 66 cities and counties, while 20 states continued to use the federal $7.25 rate. Ranked states by minimum wage, the spread runs from that federal floor to $17.13 in Washington, with New York City at $17 and California at $16.90.
The gap between the extremes is large enough to change a unit’s viability. A staffing model built on one end of that range does not transfer to the other, and city and county ordinances stack on top of state law, which means the boundary that matters is often smaller than the state. Two units in the same metropolitan area can fall on opposite sides of a municipal line and pay different rates for identical work.
Downside Scoring for a Candidate Site
Build the downside case first. For each candidate address, record the wage floor and the ordinances that apply, the flood and wildfire designation, a written insurance quote, the distance to the nearest granted territory boundary, and the permitting timeline in that jurisdiction. Then model the unit at 70% of the forecast revenue and see if it survives.
Sites that survive the downside case are the ones to pursue. The exercise takes a few days per market and it is repeatable, so the second market costs less to evaluate than the first.
Record the rejections as well as the approvals. A site that failed on a wage floor in 2026 may pass in 2029 after a lease renewal cycle moves rents, and the rejected list can be revisited without redoing the work. Most systems throw that record away and start from a blank map every time they enter a market.
Financing Exposure From Weak Sites
A weak location eventually appears in the loan book. Franchised borrowers defaulted on Small Business Administration 7(a) loans at 10.2% between 2010 and 2019, against 7.8% for non-franchised borrowers. Conditions since then have not eased, with delinquencies at multiyear highs and bankruptcies climbing as small businesses are struggling against high borrowing costs and soft sales.
Underwriting has tightened in response, and the standard of evidence a franchisee has to produce for a site has risen with it. A documented location analysis is now part of what a lender expects to find in the file, alongside the personal financials and the brand’s own disclosure numbers.
A Failed Unit’s Full Cost
A unit that fails takes the buildout capital, the operator’s savings, the brand’s reputation in that market, and several years that could have been spent on a better address. Most of the variables that decide the outcome are public, mapped and available before anyone signs. Skipping the analysis moves that cost off a spreadsheet and onto a closure list, where it is paid in full and by somebody else.