Reply To: Can I target people who like/engage with a competitor?

If you want to do this right you’re going to have to cross-pollinate with Google.

Build a custom display audience using the SAME creatives as FB, target the top 15 competitor’s websites to give yourself a solid audience, direct them to a specific page on the site and retarget visitors to this page on Facebook.