On GAIN, like for Facebook channels, you can only connect LinkedIn company pages for which you are an administrator. 

Administrative rights are automatically granted to the creator of a Company Page. Only company administrators can edit Company Pages, add or remove other admins, and post company updates. 

To find more information on LinkedIn's support page click here.

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