This caller offers a "new security system", and "at no cost".
I simply don't trust an unknown party that called me from a random phone number to enter my home and install a "security" system, real or fake. They might be there to just rob the place. This sounds like this could be a huge scheme to enter homes without security systems and rob them blind.