After inspecting the website I found this error:
Failed to load resource: the server responded with a status of 504 ()
and another error of font request failure.
Also there was an error with fbevents requests, so I ended up deleting Facebook sales channel app which is sad because I need it. Not sure if it was the source of the problem though, but seems like the website speed is better now!