No it wouldn't. If someone opens up a new restaurant a block away there's not going to be much word of mouth when it just opened, and even if they make a website, web search will prioritise the websites of existing restaurants because their domains have been around longer and have more inbound links.
1. Every one would see it, because they have eyes and leave the house.
2. Every one would be talking about it.