Questions
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What should I do with a large number of 'pages not found'?
I would leave the pages up but mark them as "no follow". When I worked in eCommerce, this was a great tactic. For UX purposes, you could try to steer people to similar-products, but keep the originating page as "no follow" or "no index".
Technical SEO Issues | | HillyCE0