According to Larousse (and wordreference) , as an adjective for the colour purple, either violet or pourpre is correct. Pourpre is not being accepted as a correct alternative in the lesson for 'a purple broom', only « un balai violet » is accepted.
I know that some may reserve « pourpre » for a darker red, "short" of purple - colour perceptions and names are always subjective.