Open Graph & Twitter Meta Tags Missing from GatsbyJS Website in Production

Recently when trying to get Twitter Cards working on my website I realised that the Meta Tags for Open Graph and Twitter was not being added to my GatsbyJS website when built and served in production.

After some extensive Googling to try and resolve the issue without much success, I started playing around with the meta tags in my SEO