By default Episerver Personalization tools will never recommend out of stock products.
If you are experiencing issues with out of stock products being recommended, then you need to check that your product feed has been updated and has the correct stock levels for products.
If you have checked your feed and it is up to date with product stock information, then please contact developersupport@episerver.com for further assistance.
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