Do these change often or go inactive? I am afraid that if I put them on my site, the links or images may become inactive and be too hard to keep up to date.

I have about 10 merchants from CJ that I use product links with and only 2 have ever changed them in the last 3 months and sent an email to me about the changes.

Good to know. I did not want to have to constantly change my links.