diff --git a/R/coord-.R b/R/coord-.R
index 6b0470e39e..5fb65a9c85 100644
--- a/R/coord-.R
+++ b/R/coord-.R
@@ -147,7 +147,7 @@ Coord <- ggproto("Coord",
     panel_params
   },
 
-  train_panel_guides = function(self, panel_params, layers, params = list()) {
+  train_panel_guides = function(self, panel_params, layers, params = list(), data = NULL) {
 
     aesthetics <- c("x", "y", "x.sec", "y.sec")
 
@@ -163,8 +163,8 @@ Coord <- ggproto("Coord",
     guide_params[!empty] <- Map(
       function(guide, guide_param, scale) {
         guide_param <- guide$train(guide_param, scale)
+        guide_param <- guide$get_layer_key(guide_param, layers, data)
         guide_param <- guide$transform(guide_param, self, panel_params)
-        guide_param <- guide$get_layer_key(guide_param, layers)
         guide_param
       },
       guide = guides[!empty],
diff --git a/R/coord-map.R b/R/coord-map.R
index 3ba9260206..447179160e 100644
--- a/R/coord-map.R
+++ b/R/coord-map.R
@@ -249,7 +249,7 @@ CoordMap <- ggproto("CoordMap", Coord,
     panel_params
   },
 
-  train_panel_guides = function(self, panel_params, layers, params = list()) {
+  train_panel_guides = function(self, panel_params, layers, params = list(), data = NULL) {
     panel_params
   },
 
diff --git a/R/coord-polar.R b/R/coord-polar.R
index b8855f52b9..32e4253540 100644
--- a/R/coord-polar.R
+++ b/R/coord-polar.R
@@ -175,7 +175,7 @@ CoordPolar <- ggproto("CoordPolar", Coord,
     panel_params
   },
 
-  train_panel_guides = function(self, panel_params, layers, default_mapping, params = list()) {
+  train_panel_guides = function(self, panel_params, ...) {
     panel_params
   },
 
diff --git a/R/coord-radial.R b/R/coord-radial.R
index bc933ea1d7..3c97220531 100644
--- a/R/coord-radial.R
+++ b/R/coord-radial.R
@@ -237,7 +237,7 @@ CoordRadial <- ggproto("CoordRadial", Coord,
     panel_params
   },
 
-  train_panel_guides = function(self, panel_params, layers, params = list()) {
+  train_panel_guides = function(self, panel_params, layers, params = list(), data = NULL) {
 
     aesthetics <- c("r", "theta", "r.sec", "theta.sec")
     aesthetics <- intersect(aesthetics, names(panel_params$guides$aesthetics))
diff --git a/R/coord-sf.R b/R/coord-sf.R
index d603d57de7..409e4d7fbe 100644
--- a/R/coord-sf.R
+++ b/R/coord-sf.R
@@ -276,7 +276,7 @@ CoordSf <- ggproto("CoordSf", CoordCartesian,
     panel_params
   },
 
-  train_panel_guides = function(self, panel_params, layers, params = list()) {
+  train_panel_guides = function(self, panel_params, layers, params = list(), data = NULL) {
     # The guide positions are already in the target CRS, so we mask the default
     # CRS to prevent a double transformation.
     panel_params$guides <- ggproto_parent(Coord, self)$train_panel_guides(
diff --git a/R/layout.R b/R/layout.R
index 92a28216d7..16b8bb5ebd 100644
--- a/R/layout.R
+++ b/R/layout.R
@@ -219,26 +219,24 @@ Layout <- ggproto("Layout", NULL,
     invisible()
   },
 
-  setup_panel_guides = function(self, guides, layers) {
-
-    # Like in `setup_panel_params`, we only need to setup guides for unique
-    # combinations of x/y scales.
-    index <- vec_unique_loc(self$layout$COORD)
-    order <- vec_match(self$layout$COORD, self$layout$COORD[index])
+  setup_panel_guides = function(self, guides, layers, data = NULL) {
 
     self$panel_params <- lapply(
-      self$panel_params[index],
+      self$panel_params,
       self$coord$setup_panel_guides,
       guides,
       self$coord_params
     )
 
-    self$panel_params <- lapply(
-      self$panel_params,
-      self$coord$train_panel_guides,
-      layers,
-      self$coord_params
-    )[order]
+    self$panel_params <- Map(
+      function(params, data) {
+        self$coord$train_panel_guides(params, layers, self$coord_params, data = data)
+      },
+      params = self$panel_params,
+      data = lapply(levels(self$layout$PANEL), function(i) {
+        lapply(data, function(x) vec_slice(x, x$PANEL == i))
+      })
+    )
 
     invisible()
   },
diff --git a/R/plot-build.R b/R/plot-build.R
index f855dddd78..7dfeaa2e63 100644
--- a/R/plot-build.R
+++ b/R/plot-build.R
@@ -98,7 +98,7 @@ ggplot_build.ggplot <- function(plot) {
   data <- layout$map_position(data)
 
   # Hand off position guides to layout
-  layout$setup_panel_guides(plot$guides, plot$layers)
+  layout$setup_panel_guides(plot$guides, plot$layers, data = data)
 
   # Complete the plot's theme
   plot$theme <- plot_theme(plot)