Heat one tablespoon of oil in a large pot over medium heat. Once oil heats, add in the lobster. Cook until meat is cooked and opaque, about 5-7 minutes. Once cooked, transfer to a plate and set aside.
Add in the rest of the olive oil, the shallots, garlic and red pepper flakes to the pot. Cook until onions turn translucent, about 2-3 minutes. Add in the tomatoes, season with salt and pepper and bring to a boil. Reduce heat and simmer until reduced and thickened, about 15-20 minutes.
Return lobster to the skillet along with the zucchini noodles and cook for another 5 minutes to heat the lobster and cook the noodles to al dente.
Once done, serve the noodles into bowls with even amounts of lobster meat and sprinkle evenly with parsley.
