In business, the term 'guilt by association' refers to the negative perception or consequences that a company or individual may face due to their connection with another party involved in unethical, illegal, or controversial activities. Even if the business or individual has no direct involvement in the wrongdoing, being linked to a party under scrutiny can damage their reputation and cause legal or financial repercussions.