The 25-year-old has been linked with a move to link up with his former boss Martin O’Neill at Sunderland.
The England striker has three-years left on his current contract at Aston Villa.
Agbonlahor told The Sun: “Looking at it over the summer I’m just laughing at myself thinking ‘where do they get these links from?’
“I’m an Aston Villa player, it’s my home club, I love the club.
“As long as I’m contracted to the club then I’ll continue to play for them – until I get told otherwise.
“When you’ve played with a manager as good as Martin O’Neill you are going to be linked with him. But, for me, it’s just speculation.
“Also when a new manager (Paul Lambert) comes in, people think straight away you won’t be involved.”