Water with a low pH reading is considered acidic. As you might suspect, acidic water attacks your plumbing, especially metal plumbing and fixtures. Depending on whether you have copper or iron pipes, acidic water will leave blue or rust stains. These are a sure sign that your plumbing is being eaten away. Hot water heaters are also common targets.