> For JLC the classification code is chosen by me at checkout

Export or import classification? The first six digits are the same, but the rest vary per country so if you specify the export tariff codes then the one doing the import declaration will still have to do the import classification.

Haven't had to classify when ordering from JLC, then again I've only ordered PCBs so that might be why.