Geirsson is a surname. Notable people with the name include:
- Elmar Geirsson (born 1948), Icelandic footballer
- Hafsteinn Geirsson (born 1980), Icelandic sailor
- Logi Geirsson (born 1982), Icelandic handballer
- Lúðvík Geirsson (born 1959), Icelandic politician
- Marteinn Geirsson (born 1951), Icelandic footballers
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