The entirety of the Yakuza series is absolutely fantastic, especially the latest entry (Yakuza: Like a Dragon).
However, if you search for the game in the SteamDB search bar (just enter "Yakuza", don't even need the full name), it will show up just fine, with a picture and all, you just won't be able to see the full page. That's how I found that link, so I have no idea how you missed it.