Isn’t the whole point of the exercise to not have the document contain the email address in a (machine-)readable format?
There's a reason that many end-to-end testing experts recommend writing selectors based on accessibility labels instead of CSS classes or IDs, especially if you're using a library like Styled Components.
If the scrapper is searching the DOM rather than simply downloading the webpages, then the email will found regardless.