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If you have an altcoin's node software and that software is based off of Bitcoin Core, then you can use the following RPC commands to get information about the genesis block:
getblockhash 0
This will get you the hash of the genesis block. Take that hash and do
getblock <hash>
This will give you all of the information about the genesis block.