diff --git a/graph/db/graph.go b/graph/db/graph.go
index c57d904e1..30486adae 100644
--- a/graph/db/graph.go
+++ b/graph/db/graph.go
@@ -566,7 +566,9 @@ func (c *ChannelGraph) UpdateEdgePolicy(edge *models.ChannelEdgePolicy,
 	}
 
 	if c.graphCache != nil {
-		c.graphCache.UpdatePolicy(edge, from, to)
+		c.graphCache.UpdatePolicy(
+			models.NewCachedPolicy(edge), from, to,
+		)
 	}
 
 	select {
diff --git a/graph/db/graph_cache.go b/graph/db/graph_cache.go
index 2e85280ff..9d6e3af5f 100644
--- a/graph/db/graph_cache.go
+++ b/graph/db/graph_cache.go
@@ -150,14 +150,18 @@ func (c *GraphCache) AddChannel(info *models.ChannelEdgeInfo,
 		if policy1.ToNode != info.NodeKey2Bytes {
 			fromNode, toNode = toNode, fromNode
 		}
-		c.UpdatePolicy(policy1, fromNode, toNode)
+		c.UpdatePolicy(
+			models.NewCachedPolicy(policy1), fromNode, toNode,
+		)
 	}
 	if policy2 != nil {
 		fromNode, toNode := info.NodeKey2Bytes, info.NodeKey1Bytes
 		if policy2.ToNode != info.NodeKey1Bytes {
 			fromNode, toNode = toNode, fromNode
 		}
-		c.UpdatePolicy(policy2, fromNode, toNode)
+		c.UpdatePolicy(
+			models.NewCachedPolicy(policy2), fromNode, toNode,
+		)
 	}
 }
 
@@ -175,7 +179,7 @@ func (c *GraphCache) updateOrAddEdge(node route.Vertex, edge *DirectedChannel) {
 // of the from and to node is not strictly important. But we assume that a
 // channel edge was added beforehand so that the directed channel struct already
 // exists in the cache.
-func (c *GraphCache) UpdatePolicy(policy *models.ChannelEdgePolicy, fromNode,
+func (c *GraphCache) UpdatePolicy(policy *models.CachedEdgePolicy, fromNode,
 	toNode route.Vertex) {
 
 	c.mtx.Lock()
@@ -220,7 +224,7 @@ func (c *GraphCache) UpdatePolicy(policy *models.ChannelEdgePolicy, fromNode,
 		// The other two cases left mean it's the inbound policy for the
 		// node.
 		default:
-			channel.InPolicy = models.NewCachedPolicy(policy)
+			channel.InPolicy = policy
 		}
 	}
 
diff --git a/graph/db/models/cached_edge_policy.go b/graph/db/models/cached_edge_policy.go
index b770ec1fb..35614c5f1 100644
--- a/graph/db/models/cached_edge_policy.go
+++ b/graph/db/models/cached_edge_policy.go
@@ -1,6 +1,7 @@
 package models
 
 import (
+	"github.com/lightningnetwork/lnd/fn/v2"
 	"github.com/lightningnetwork/lnd/lnwire"
 	"github.com/lightningnetwork/lnd/routing/route"
 )
@@ -48,6 +49,9 @@ type CachedEdgePolicy struct {
 	// HTLCs for each millionth of a satoshi forwarded.
 	FeeProportionalMillionths lnwire.MilliSatoshi
 
+	// InboundFee is the fee that the node will charge for incoming HTLCs.
+	InboundFee fn.Option[lnwire.Fee]
+
 	// ToNodePubKey is a function that returns the to node of a policy.
 	// Since we only ever store the inbound policy, this is always the node
 	// that we query the channels for in ForEachChannel(). Therefore, we can
@@ -82,5 +86,6 @@ func NewCachedPolicy(policy *ChannelEdgePolicy) *CachedEdgePolicy {
 		MaxHTLC:                   policy.MaxHTLC,
 		FeeBaseMSat:               policy.FeeBaseMSat,
 		FeeProportionalMillionths: policy.FeeProportionalMillionths,
+		InboundFee:                policy.InboundFee,
 	}
 }