Shouldn’t inflation make the stock market go up?

With the value of everything else going up, wouldn’t it make sense for stocks to go up or am I just stupid? I get profit margins might fall, but everywhere I go they’ve increased prices. Or would stocks go down because people look for other safe places like savings accounts/CD’s/Bonds to hold their money?