How should a business handle a review when it can't tell whether the reviewer was ever a customer?

For business owners: when a review comes in and you have no record of that person as a customer, what do you actually do today? Do you ignore it, reply to it, or report it? I am curious what feels most practical when you cannot tell either way.

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