I just started out in June and I've already spent over $1,000 without even selling anything. I've made a ton of mistakes already but it's all a part of the learning process.
Obviously I have a long road of testing ahead. But considering that candles are sold on perceived value, I am prepared to spend thousands if necessary on branding, marketing, packaging, and the website.