The USA international has long been courted by Premier League clubs since before his decision to leave MLS for Europe.
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The London Evening Standard says Fulham have now tabled an offer to PSV for Pepi.
For now, the amount has not been disclosed, though Fulham hope to close an agreement in the coming days.
Fulham have made their move after losing Rodrigo Muniz to a hamstring injury.