No this is more like your juicero press having no functional parts except a pipe going to the Juicero HQ where they mix together juices from different juice providers and then pump it to your Juicero with a 5 minute delay
It's not just you. Most touch screens will have some sort of feedback (visual, tactile or auditory) to let you know when you've pressed a button. Those touch buttons on screens and monitors don't.
One I found particularly annoying was having too many hierarchical levels for taks. Something like : Client, Contract, Deliverable, Product, Release, Change Request, Requirement, Task, Sub-tasks