Lavigne's 2001 hit 'I'm With You' is said to feature on a song called 'Cheers', which was rumoured to be considered for the record's lead single.
"The song samples Avril Lavigne's 'I'm With You' and is so unbelievably catchy! Avril’s 'yeahh, yeahh, yeahhh, yeahhh' are prevalent throughout," Just Jared reports.
"This song will be so huge in clubs, bars, and everywhere that serves alcohol. Everybody will be raising a glass!"
Lyrics to the song include: "Everybody put your glasses up/ Cheers to the freakin' weekend/ I drink to that/ Everybody put your glasses up/ Don’t let the b**tards get you down/ Drinks on my mind and my mind on my money."
Other track titles confirmed for the album are 'S&M', 'California King (Bed)', 'Fading Away', 'Man Down' and 'Raining Men', which features rapper Nicki Minaj.
Rihanna was recently spotted in New York filming the music video for her next single 'What's My Name?'.
Her album Loud is out in November.