Moses spent last season on-loan with Stoke City, which are also keen.
The Daily Star says Moses would rather join Tottenham as they can offer him European football.
Spurs finished fifth last season, ensuring qualification for the Europa League.
Spurs challenge Stoke for Chelsea winger Moses
Tottenham are moving for Chelsea winger Victor Moses.
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