I have been having this same problem and can't find a solution anywhere. I have no problem getting a post image to appear when posting to Facebook, but Linkedin does not pull an image from the post. Very frustrating. Any suggestions would be very appreciative!
I installed the WP Facebook Open Graph protocol plugin on one of my sites and it seems to have fixed the issue on LinkedIn as well as Facebook. Might be worth a try!
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