To me (and I could be all on my own, here), advising someone is usually based on experience; recommendations, not necessarily.
For ex.: I have tasted sriracha, and advise that anyone who can't tolerate really hot sauce not try it. Or: I have not tried any of these hot sauces; I recommend that you try each for yourself. [shrug]