dumbfounded

(verb) to be completely amazed and surprised

Example Sentences:

When the children went to see the magician, they were dumbfounded when he made a rabbit disappear.

Mario was dumbfounded when his team lost the championship game.

From the Blogs:

Harford and McCall left dumpfounded by referee’s incompetence

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