Another issue is the quality and source of the trailer bearings.
Off brand trailer manufacturers notoriously skimp on parts and labor wherever possible.
So, are the bearings the lowest quality Chinese bearings that may not fit the races properly?
When setup or installed did Goober even use any grease? Maybe he was hungover and quitting anyhow.
Or is it a name brand trailer manufacturer who hires good quality skilled employees. Are they Timken bearings made in Ohio? Other good bearings?
On my boat trailers, I use bearing buddies, check hub and bearing tightness, check the rear seals, use high quality grease, check the grease, and rely on my system. Tire pressure is checked before each outing. Tires are replaced based upon condition, wear, and age.
Other on-road trailers get a similar level of care. If a trailer has a system of greasable bearing buddy type hub covers I do the same thing. If not, then each gets pulled open every two years to examine, grease the bearings, and adjust hub tension. I have a few trailers that are used in my business - utility trailer, flatbed equipment trailer, ramp gate trailer, and an enclosed trailer. The oldest utility trailer has gotten rough and has been downgraded to on-farm use and only occasionally used on the road adjacent to home. So it got a red triangle, lights knocked off, and wiring ripped out. Tires are not replaced unless damaged, and then are replaced with a takeoff pulled from a trailer used on the road.
There is a lot of good advice here on this topic.