Di'Shon Bernard's first Championship goal for the club cancelled out Ollie Tanner's opener with both goals coming in the first half.
Rohl said: "I'm not happy we haven't won, but I know we tried everything to win. We had all the chances, ball possession and set-pieces; everything you need to win a game.
"We controlled everything Cardiff did throughout the game. I know we have to win and getting the result is the only thing we're missing at the moment.
"We suffered again because of the small details. We conceded the goal and it was not necessary; we have to drop in that situation. It's positive for us that we responded so quickly.
"We missed four big chances. This is hard to take, but I can't blame my team because we've made a small step in the right direction today.
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