Short answer - you include at the same rate as the rest of your invoice.
Long answer - What you are charging for is providing your goods / services, and the costs you incur in doing that (even if being reimbursed to you by your customer) are part of your provision of that good / service, and therefore when you're passing that cost on it is at the same rate of VAT as the underlying supply you're making.