What does Pad Thai sauce taste like?

I just saw this recipe for Pad Thai. It looks really good, but I have never had it before. I don't want to buy all the ingredients and end up not liking it. Is it a strong or mild flavor? Sweet, spicy, tangy? Any other sauces that may be similar that you can compare it to?