Cancelled CPA offer

Hello,
I hope this is a good spot for this question. I just wrote a blog post that talked about a particular CPA offer from hydranetwork. The product is not in the title but the story is how to use this weight loss product.

Not even a week later, and they are stopping the campaign.

When this happens, is it best to try to find the same product from another affiliate network?
And if I can't, since it's a blog do you just unpublish the post or just take the offer link out and rewrite the post the best I can until I find another similar item?

Thanks,
Gary