Over time, yes. Much like you would work out on a regular basis to maintain your physique, ongoing SEO is necessary to stay at the top of your online game. If you discontinue SEO, you will maintain your position for a little while, but eventually your competitors (who are probably focusing on their SEO) will become more prominent in search results.
