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We are trying to implement new type of instant search to our e-commerce. Our present search has lots of filters like price, category, review etc.

What kind of metrics would you use to analyse if it is better or not? I think conversion is not enough.

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May be Bounce-Rate. If the new search is quite good, the bounce rate on the search result page would decrease, I think.

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