So we made a product advisor applet where the user would answer a few questions and it would suggest one or two products that would be best for them. Getting the applet right took a bit of work, but once it was done it worked very well.
We put it live on the site and.... conversions dropped precipitously. We A/B tested it and yep, it definitely hurt conversions. I still don't know why it hurt conversions, but it did. So we moved it from the homepage to a FAQ section of the site, and hardly anyone ever used it at all.