While the term chemical substance is a precise technical term that is synonymous with "chemical" for professional chemists, the meaning of the word chemical varies for non-chemists within the English speaking world or those using English.
Research chemicals are produced individually for research, such as when searching for synthetic routes or screening substances for pharmaceutical activity.