There are plenty structural markup elements in org-mode like *bold* or /italic/, but they are visible in the org-mode text, which is good, if the file
Try:
(setq org-hide-emphasis-markers t)
or set it via customize:
M-xcustomize-variableRETorg-hide-emphasis-markersRET