Engine knock sound on 2008 Buick Lucerne

My engine tends to "tick" or knock when I step on the gas. It does not do it when idling only on accelerating.

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2 answers
Definitely run high octane fuel in this car or you could run into very costly engine repairs.
sound like spark knock need run 93 oct gas