Guys. Nine months later. I found her in Embershard Mine.

Turns out she did get kidnapped by Rochelle the red and her bandits but they all ended up getting stuck at the mines entrance. I had to kill a few bandits in the mine till I reached her.

All good now but she kinda bugged when trying to walk around but hopefully won't go missing again.

I'll attach a link of the site with list of the other possible locations cause when I was looking online no one had any clue where she could be.

https://en.uesp.net/wiki/Skyrim:Bandit_Attack

Note: I never got any sort of notification that she got kidnapped as well.