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Mutual Order cancellation rate - Affects search Position?

Some buyes not reading gig descriptions, not discussing with me about their requirements. Placing order directly. Most of the directs orders ends in cancellation only. All are mutual cancellations, not by CS.

My order completion rate is 87% now. The order completion rate affects our search position ?

Please help.