Chelsea have suffered a first defeat in this year's Women's Super League.
Goalkeeper Courtney Brosnan played a key role as Everton held on to beat the champions 1-0.
The Republic of Ireland international is the first keeper to keep a clean sheet against the Blues in over a year.
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The defending champions are now six points behind leaders Manchester City - who were 3-nil winners at Leicester.