Most people size against the wrong number
They buy by the biggest figure on the listing, then find the fridge runs for four hours instead of twelve — or will not start at all — and conclude the brand lied. It did not. Rated capacity is measured at the cells, and roughly fifteen percent goes to the inverter and the battery's protective reserve before anything reaches your outlet.
Surge is the other one. A compressor can demand two to three times its running watts for a fraction of a second. A unit with plenty of watt-hours and a weak inverter will refuse to start the one appliance you bought it for, and no amount of battery fixes that.
None of this is hidden. It is in the specification sheet and the manual, published and free. These two books teach you to read them — before you pay, and then for the years afterwards.