Is the Amazon metadata plugin configured for the same country you searched?
Preferences: plugins: (expand)Metadata source:Amazon:click
Customize

Having a few (Logical for your Library usage) sources enabled, will give you a better chance of results and covers (you can set the priority for cover selection )
Preferences: Metadata Download:
There are a ton of ways this can be fine tuned.