Case study

Parker's Kitchen

Gas Stations & C-Stores

Which New Markets Are Worth the Land and Which Stores Are at Risk?

Site scoring and cannibalization modeling for a fuel-and-kitchen format expanding across Georgia and South Carolina.

1

Problem

What Was at Stake?

Parker's Kitchen has grown from a single Savannah store since 1976 into one of the Southeast's largest independent convenience and fuel retailers, and the growth hasn't slowed. Each new location combines a full kitchen, a c-store, and a fuel operation on a minimum of an acre of land — a build that only works on a site with the right traffic counts, the right intersection control, and the right zoning for fuel and beer/wine sales.

That combination narrows the list of viable parcels fast. But land, fuel infrastructure, and a multi-decade lease get locked in long before the doors open. Committing to the wrong corner in a new market — or opening too close to an existing Parker's — meant tying up millions in capital on a site that couldn't earn its way out.

2

MapZot.AI work

How the Decision Was Modeled

Score and Rank Candidate Sites Against Traffic, Demand, and Zoning Fit
Forecast Fuel and In-Store Sales Before Land Was Acquired
Model Overlap With Existing Parker's Locations to Flag Cannibalization Risk
3

Outcome

What Became Clearer?

Higher-Confidence Site Approvals in New Markets
Reduced Risk of Cannibalizing Existing Stores
Stronger Portfolio-Wide Return Across New Market Entries

Cost of being wrong

$2M–$4M Per Location

Opening on a Weak Site Locks Capital Into Land, Fuel Infrastructure, and a 20-Year Lease

The goal was not more data. The goal was a cleaner decision before capital, lease commitments, buildout time, and leadership attention were locked in.