A relevant issue is whether respondents can provide directly similarity judgments that are meaningful. In particular,

(a) Do consumers commonly make overall similarity judgments? If not, will their judgment be meaningful?

(b) Does the perceptual map represent the internal cognitive structure, or does the nature of the task and memory limitation inhibit all the relevant dimensions from being recovered?

(c) Do respondents share the same concept of what is meant by “similarity”?