Northampton Town remained marooned in League Two's mid-table after yet another draw on Saturday afternoon.
Johnson's goal gave the Cobblers the lead at Roots Hall but play-off chasing Southend United struck back within seven minutes.
Ian Sampson's side move on to 40 points for the season having now played 32 games.
Reaction to follow on Cobblers Mad.