A distribution amplifier is a type of amplifier that is mounted indoors, usually in a central location, and is used to "distribute" TV signals to multiple locations.
To determine whether or not you need a distribution amplifier, remove any signal splitters that may be connected to the TV antenna and connect only one TV to the antenna. If the TV reception is good on this one TV, then reconnect the signal splitter(s) and check the reception on the other TV's.
If there is a noticeable reception difference between when the one TV was connected directly to the antenna and when the splitter was reconnected, then a distribution amplifier will probably
be needed.
There are many different types of distribution amplifiers. Some are designed to amplify just off-air broadcast channels and others are designed to amplify off-air and cable channels. There are even some that have one, two and four output splitters built right into the amplifier.