Thunderbolt cables generally have a lightning bolt mark, and are expensive and short and thick+inflexible. And because of that, you likely don't have any except for the one coming out of a thunderbolt dock or external GPU enclosure etc.

You might not know in advance which is a problem but it seems pretty trivial issue. Just test it and see if it works, if it doesn't return it and get a different one. Then repeat the process until you get the one you need.

Your Thunderbolt cables don't have the lightening bolt logo on them? I didn't think it was a 'requirement' but every TB cable I've seen always has the thunderbolt icon.