I have an Origin carbon fiber 3 piece hatch spoiler on my carbon fiber hatch. I use 3M double sided tape and it works great. I never had issues of water or weathering destroying the adhesiveness.
You have to clean and dry the surface in which you will be laying the tape on. Press firmly before removing the other side of the tape covering to ensure the tape has made full contact with the surface.
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