Also, the sentence is in passive voice, the subject 'we' receives the action 'overtake' by the object 'lots of other cars'. The word 'by' is used in passive voice statements.
Option B: 'Were overtaken' is in simple past tense in passive voice. They relate to the given sentence in tense and voice. Hence option B is correct.