There is no way that this is true. eBay has a similar affiliate program and historically I believe they do around 4-5% of GMB (gross merchandise bought) for the marketplace side of the business.

I'd imagine Amazon would be in the same ballpark. If Amazon was paying out 4-8% on 40% of their revenue they'd be in serious trouble.