The proposed protocol can be useful to researchers interested in building composite indicators in tourism. Available composite indicators of tourism destination competitiveness were analyzed and evaluated. The assessment of indicators' ability to capture tourism competitiveness complexity showed the need for improvements. The guidelines facilitate comparability, standardization and quality assurance of composite indicators.