diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistCoachDashboardWidget.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistCoachDashboardWidget.cpp
index bd23229..1ee1a9b 100644
--- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistCoachDashboardWidget.cpp
+++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistCoachDashboardWidget.cpp
@@ -99,6 +99,51 @@ namespace HyperTwistCoachDashboardWidgetInternal
 		}
 		return TextBox;
 	}
+
+	float ScoreDeferredEntryForPromotion(
+		const FHyperTwistTrainingCoachSessionQueueStateEntry& Entry,
+		const FHyperTwistTrainingCoachPanelState& CoachPanelState)
+	{
+		float Score = FMath::Clamp(Entry.PriorityScore * 0.02f, 0.0f, 2.0f);
+		if (!CoachPanelState.PreferredGuidanceSourceLabel.IsEmpty()
+			&& Entry.SourceLabel == CoachPanelState.PreferredGuidanceSourceLabel)
+		{
+			Score += 2.0f;
+		}
+
+		switch (CoachPanelState.PreferredGuidanceLane)
+		{
+		case EHyperTwistTrainingCoachGuidanceLane::FollowUp:
+			if (Entry.bRequiresFollowUp || Entry.SourceLabel == TEXT("follow-up-brief"))
+			{
+				Score += 8.0f;
+			}
+			if (Entry.bRequiresArchiveRetentionTuning || Entry.SourceLabel == TEXT("archive-policy"))
+			{
+				Score -= 4.0f;
+			}
+			break;
+		case EHyperTwistTrainingCoachGuidanceLane::Recommended:
+			if (Entry.SourceLabel == TEXT("primary-brief"))
+			{
+				Score += 7.0f;
+			}
+			if (Entry.bRequiresArchiveRetentionTuning || Entry.SourceLabel == TEXT("archive-policy"))
+			{
+				Score -= 1.5f;
+			}
+			break;
+		default:
+			break;
+		}
+
+		if (Entry.bPinned)
+		{
+			Score += 0.5f;
+		}
+
+		return Score;
+	}
 }
 
 void UHyperTwistCoachDashboardWidget::NativeConstruct()
@@ -4679,15 +4724,33 @@ FString UHyperTwistCoachDashboardWidget::BuildDefaultDeferredUntilUtc() const
 
 FString UHyperTwistCoachDashboardWidget::FindFirstDeferredQueueEntryId() const
 {
+	const FHyperTwistTrainingCoachSessionQueueStateEntry* BestDeferredEntry = nullptr;
+	float BestDeferredScore = TNumericLimits<float>::Lowest();
 	for (const FHyperTwistTrainingCoachSessionQueueStateEntry& Entry : CachedCoachSessionQueueState.Entries)
 	{
-		if (Entry.EntryState == EHyperTwistTrainingCoachSessionQueueEntryState::Deferred)
+		if (Entry.EntryState != EHyperTwistTrainingCoachSessionQueueEntryState::Deferred)
 		{
-			return Entry.EntryId;
+			continue;
+		}
+
+		const float EntryScore = HyperTwistCoachDashboardWidgetInternal::ScoreDeferredEntryForPromotion(
+			Entry,
+			CachedCoachPanelState
+		);
+		const bool bShouldReplaceBest = BestDeferredEntry == nullptr
+			|| EntryScore > BestDeferredScore
+			|| (FMath::IsNearlyEqual(EntryScore, BestDeferredScore)
+				&& (Entry.SlotIndex < BestDeferredEntry->SlotIndex
+					|| (Entry.SlotIndex == BestDeferredEntry->SlotIndex
+						&& Entry.PriorityScore > BestDeferredEntry->PriorityScore)));
+		if (bShouldReplaceBest)
+		{
+			BestDeferredEntry = &Entry;
+			BestDeferredScore = EntryScore;
 		}
 	}
 
-	return FString();
+	return BestDeferredEntry != nullptr ? BestDeferredEntry->EntryId : FString();
 }
 
 bool UHyperTwistCoachDashboardWidget::TryParseAttemptTimeOverride(int32& OutTimeMs) const