Ads for pairs of "plain functional buttoned adult pyjamas" promoted by multiple retailers began appearing on websites last week.
They have sparked confusion, with many questioning why such products were being targeted at them.
One expert suggested the ads may be designed to help collect to data about consumers.
The adverts first garnered attention after multiple people reported seeing ones featuring the brand IVRose while reading a story on Elle.com.
