Absolutely, it can happen to anyone. I'm sick of people here or on other forums who do some victim blaming, calling phishing victims "idiots". It's not going to solve the problem. And often Gmail or Chrome teams dismiss these kind of issues.
I had to revert to the html version of Gmail because I was sick of all the phishing attempts and disable images in the client.