The Daily Mail reports that Southampton scouts watched the 21-year-old during last week’s game against Motherwell.
Wanyama has also been strongly linked with the likes of Liverpool and Manchester United in recent months.
The Kenyan midfielder is valued at around £10million by Scottish side Celtic.
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Summer 2016 is set to be a very exciting time for football fans, as this is when the long awaited Euro 2016 tournament kicks off.
Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.