This will take a lot of work. I have very popular blog articles that don't monetize well.
A better idea would be to sell things on items on Amazon as a seller ... you can either do retail arbitrage or buy from China and sell individually on Amazon using their warehouses. You won't even need...
Why don't you just use the APIs Bing or Google has for this? You won't have enough traffic at the start, so should work just fine. And it's totally within terms of service.
That's about 2k requests / second. You will need multiple machines or just a service to do it for you.
Oh -- and of course you need proxies to mask your addresses. I'd just pay to use a service it will be as much to do it yourself.
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