Six of Chuck E. Cheese's ten nearest neighbors by audience shape are apparel and retail brands — a finding that cuts against any expectation that a QSR's audience would mirror other restaurants. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.89 means the audiences look nearly identical in shape, regardless of what the two entities actually sell.

Champs Sports leads the set at 0.89, followed closely by Wingstop at 0.85, Stanton Optical at 0.85, and Skechers at 0.85. The retail and apparel cluster extends further down: Ross Stores (0.82), Hollister (0.79), and Burlington (0.79) all rank above the two fellow QSR neighbors — Jack in the Box at 0.78 and IHOP at 0.78. The tenth neighbor, FIFA.com at 0.78, is the set's most structurally unexpected entry: a global sports league whose audience shape lands as close to Chuck E. Cheese's as a casual dining chain does. The broad shape flag reflects this spread — no single neighbor dominates, and the scores compress into a relatively tight band from 0.89 down to 0.78, with value-oriented apparel and retail accounting for the majority of the cluster.

The overall picture is an audience whose shape is defined more by accessible retail and family-oriented spending patterns than by the restaurant category itself.