Affiliate Marketing Secrets

With minimal money to invest in advertising and SEO, is it feasible to sell from my own e-commerce site (already set up) multiple products i.e. Toys, Electronics, Kitchen Accessories etc. instead of having to pick a niche?
I can understand the logic behind finding a great niche but can i have any success selling multiple items instead?
Thanks.