Usually if there is alot of chargebacks or buyers filing disputes. Or if they randomly suspect fraud behavior.
They do not do any checking on this stuff they just take your word for it. But if you ever had to go to court or had to verify information, they would allege identity fraud claiming you stole an identity. Then it would be up to you to just flat out say, "No I didn't STEAL an identity, I FRAUDULENTLY created one".