Coppyright issue?

writing an article or a review on different products with affiliate links, at the same time, i am using a picture to feature the article.
is this considered a commercial use for that picture? since the picture is not allowed for commercial use. can i use it this way?

If you are doing review this comes under fair use. Plus it sounds like you are promoting a product, which will make company money. So you are kinda helping them. If you get a copyright notice just take it down.

Yes. Try searching under Google images for a picture that let's you use it commercially.