Exothermic means that the chemical reaction produces heat as part of that reaction. The heat given off is usually detectable by a change in temperature while the two chemicals are reacting.
The word exothermic means accompanied by the release of heat when speaking of a reaction or process. When speaking of a compound, exothermic means formed from its constituent elements with a release of heat. A synonym for the word exothermic is exothermal.