Which domain to choose for Amazon review site?

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Try to get those domains which have the most authority. In count of referred domains and its own popularity. And also check for penalties or any other similar red flags.

Sites that are recently closed. Even the small local store sites can be turned into a very good review sites so definitely look for them.