No. As long as your title states clearly what it is that you are selling it doesn't matter what the first three words are.
However, on Etsy if someone is looking at your shop in gallery view, its generally the first three words of the title that are seen.
Its much easier for a buyer to find what you are selling if the title is written for the human rather than the computer. After all, its a human that will be making the purchase!