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I found the solution and I will leave it here for anyone that will encounter the same problem:
You will have to enable font awesome 4 support from elementor settings and problem solved.
Thanks in advance and you can close the thread.
It was a silly question, did not check woocommerce seetings.
You can close the thread, thank you.