No, it doesn't improve conversion. Conversion is mainly predicated on landing page qualities. However, it may improve CTR.
It does improve CTR slightly. Just use it wisely. It doesn't fit everywhere. Also, it is still questionable if you are allowed to use it if the word is no registered trademark. Legally speaking you can only use it if the word or phrase is a trademark and if you are the owner of it.