It refers to the origin of the vehicle. GCC-spec vehicles are designed specifically for Gulf countries' hot and dusty climates, often with upgraded filters and air conditioning.
Non-GCC vehicles are imported from outside the Gulf (like the US or Japan) and may have different specs — which can affect your insurance premium and coverage eligibility.