The producers cited The Iron Giant as the main influence for the film. As can be seen when Bumblebee regains his memory and attacks the army in defense of Charlie. Bumblebees eyes glow red just like the Iron Giant and even has his arm transform into a gun in the same way and is calmed down in the same way.

Film

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