The extension is compatible with all Kärcher window vacuum cleaners, including the WV series. However, there is no specific mention of the WV7 Signature Line in the information available. Therefore, I cannot say with certainty whether it is specifically compatible with the WV7 Signature Line. It would be advisable to consult the official Kärcher website or customer service for definitive confirmation.