Amazon extracts a lot of the value of a purchase from the seller's take. Sellers risk sanctions if they sell a product cheaper thru their brand website.
And those wholesalers would not do business with you if you undercut their retail price.
Amazon's practice is normal throughout the industry.
I know this because my business in the 80s would wholesale my products through mail order retailers.