The problem of choosing deals when you come across them sequentially is well studied and has applications in many fields - I am sharing links here because someone starting out may find it useful to think about their process from this lens.

https://en.wikipedia.org/wiki/Odds_algorithm

https://en.wikipedia.org/wiki/Secretary_problem