The best thing to do would be to add contextual information around the video. On the B2B site, your introduction or summary of the video should target that demographic. And the same for the B2C.
Best posts made by lwebg
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RE: If I enbed the same video from my YouTube account on two different websites, will I get a duplicate content penalty?