Honey is a naturally sweet and viscous substance that is consumed worldwide for its specific flavour, taste and biological properties, which in turn depend on the type of plant from which bees collect nectar. The quality of honey and, in particular, the information on the product label determines consumer choice and market price. In this study, the true botanical composition of chestnut monofloral honeys produced in Calabria (South Italy) was determined by DNA barcoding, PCR-RFLP and LAMP approaches, all based on the chloroplast trnL-trnF intergenic spacer region. All three DNA-based techniques were reliable in unambiguously identifying the floral composition of the different honeys tested at species level. However, the LAMP assay has the advantage over DNA barcoding and PCR-RFLP of greatly simplifying and speeding up the identification of Castanea sativa as the dominant plant species of the Calabrian chestnut honeys. This may encourage the adoption of this method by the food industry for the rapid detection of intentionally or accidentally mislabelled ingredients in this valuable natural product, thus ensuring consumer safety and protection.