diff --git a/components/canvas/nodes/ImageNode.tsx b/components/canvas/nodes/ImageNode.tsx
index fcd42fec1..fe92ca7be 100644
--- a/components/canvas/nodes/ImageNode.tsx
+++ b/components/canvas/nodes/ImageNode.tsx
@@ -2188,6 +2188,15 @@ export function ImageNode({ node, isSelected }: ImageNodeProps) {
         title?: string;
         layerIndex: number;
         totalLayers: number;
+        bounds?: {
+          x: number;
+          y: number;
+          width: number;
+          height: number;
+          originalWidth: number;
+          originalHeight: number;
+          coverage: number;
+        } | null;
       }>
     ) => {
       const validLayers = layers.filter(
@@ -2198,23 +2207,44 @@ export function ImageNode({ node, isSelected }: ImageNodeProps) {
         throw new Error("没有可添加到画布的图层结果");
       }
 
-      const maxColumns = 3;
-      const gap = 20;
-      const baseX = node.position.x + node.size.width + gap;
-      const baseY = node.position.y;
+      const orderedLayers = [...validLayers].sort((left, right) => {
+        const leftArea = (left.bounds?.width || node.size.width) * (left.bounds?.height || node.size.height);
+        const rightArea =
+          (right.bounds?.width || node.size.width) * (right.bounds?.height || node.size.height);
+        return rightArea - leftArea;
+      });
 
-      validLayers.forEach((layer, index) => {
-        const column = index % maxColumns;
-        const row = Math.floor(index / maxColumns);
+      orderedLayers.forEach((layer, index) => {
         const layerTitle = `${displayTitle}-${layer.title || `图层${layer.layerIndex || index + 1}`}`;
+        const bounds = layer.bounds;
+        const hasUsableBounds =
+          bounds &&
+          bounds.originalWidth > 0 &&
+          bounds.originalHeight > 0 &&
+          bounds.width > 0 &&
+          bounds.height > 0;
+        const scaleX = hasUsableBounds ? node.size.width / bounds.originalWidth : 1;
+        const scaleY = hasUsableBounds ? node.size.height / bounds.originalHeight : 1;
+        const targetPosition = hasUsableBounds
+          ? {
+              x: node.position.x + bounds.x * scaleX,
+              y: node.position.y + bounds.y * scaleY,
+            }
+          : {
+              x: node.position.x,
+              y: node.position.y,
+            };
+        const targetSize = hasUsableBounds
+          ? {
+              width: Math.max(1, bounds.width * scaleX),
+              height: Math.max(1, bounds.height * scaleY),
+            }
+          : { width: node.size.width, height: node.size.height };
 
         addNode({
           type: "image",
-          position: {
-            x: baseX + column * (node.size.width + gap),
-            y: baseY + row * (node.size.height + gap),
-          },
-          size: { width: node.size.width, height: node.size.height },
+          position: targetPosition,
+          size: targetSize,
           data: {
             src: layer.originalUrl,
             status: "completed",
@@ -2224,6 +2254,9 @@ export function ImageNode({ node, isSelected }: ImageNodeProps) {
             metadata: {
               layerIndex: layer.layerIndex,
               totalLayers: layer.totalLayers,
+              bounds: layer.bounds,
+              allowOverlap: true,
+              placementMode: "overlay",
             },
           },
           connections: [node.id],
diff --git a/lib/ai/layer-split/service.ts b/lib/ai/layer-split/service.ts
index dfb0d3a3e..8060b7244 100644
--- a/lib/ai/layer-split/service.ts
+++ b/lib/ai/layer-split/service.ts
@@ -60,6 +60,15 @@ export type LayerSplitResultItem = {
   title: string;
   layerIndex: number;
   totalLayers: number;
+  bounds?: {
+    x: number;
+    y: number;
+    width: number;
+    height: number;
+    originalWidth: number;
+    originalHeight: number;
+    coverage: number;
+  } | null;
 };
 
 export type ExecuteLayerSplitJobResult = {
@@ -438,6 +447,60 @@ async function createThumbnail(buffer: Buffer, mimeType: string): Promise<Buffer
   }
 }
 
+async function detectVisibleBounds(buffer: Buffer) {
+  try {
+    const sharp = await import("sharp");
+    const { data, info } = await sharp.default(buffer)
+      .ensureAlpha()
+      .raw()
+      .toBuffer({ resolveWithObject: true });
+
+    const width = Number(info.width || 0);
+    const height = Number(info.height || 0);
+    const channels = Number(info.channels || 4);
+    if (width <= 0 || height <= 0 || channels < 4) {
+      return null;
+    }
+
+    let minX = width;
+    let minY = height;
+    let maxX = -1;
+    let maxY = -1;
+    let visiblePixels = 0;
+
+    for (let y = 0; y < height; y += 1) {
+      for (let x = 0; x < width; x += 1) {
+        const offset = (y * width + x) * channels;
+        const alpha = data[offset + 3];
+        if (alpha <= 8) continue;
+
+        visiblePixels += 1;
+        if (x < minX) minX = x;
+        if (y < minY) minY = y;
+        if (x > maxX) maxX = x;
+        if (y > maxY) maxY = y;
+      }
+    }
+
+    if (maxX < minX || maxY < minY || visiblePixels <= 0) {
+      return null;
+    }
+
+    return {
+      x: minX,
+      y: minY,
+      width: maxX - minX + 1,
+      height: maxY - minY + 1,
+      originalWidth: width,
+      originalHeight: height,
+      coverage: visiblePixels / (width * height),
+    };
+  } catch (error) {
+    console.warn("[LayerSplit] Failed to detect visible bounds:", error);
+    return null;
+  }
+}
+
 async function uploadBufferPair(buffer: Buffer, mimeType: string, prefix: string) {
   const ext = extFromMimeType(mimeType);
   const timestamp = Date.now();
@@ -571,6 +634,7 @@ export async function executeLayerSplitJob(params: LayerSplitParams): Promise<Ex
 
   for (let index = 0; index < layerBuffers.length; index += 1) {
     const layer = layerBuffers[index];
+    const visibleBounds = await detectVisibleBounds(layer.buffer);
     const uploadResult = await uploadBufferPair(layer.buffer, layer.mimeType, `layer-split-${index + 1}`);
     let generatedImageId: string | null = null;
     let mediaAssetId: string | null = null;
@@ -615,6 +679,7 @@ export async function executeLayerSplitJob(params: LayerSplitParams): Promise<Ex
           model: config.replicateModel,
           sourceImageUrl: params.imageUrl,
           sourceFilename: layer.filename,
+          bounds: visibleBounds,
         },
       });
       mediaAssetId = media?.id || null;
@@ -647,6 +712,7 @@ export async function executeLayerSplitJob(params: LayerSplitParams): Promise<Ex
       title: `图层${index + 1}`,
       layerIndex: index + 1,
       totalLayers,
+      bounds: visibleBounds,
     });
   }
 
diff --git a/services/canvas/index.ts b/services/canvas/index.ts
index f938344a6..7a40469ef 100644
--- a/services/canvas/index.ts
+++ b/services/canvas/index.ts
@@ -316,6 +316,15 @@ export const imageGenerationService = {
         title: string;
         layerIndex: number;
         totalLayers: number;
+        bounds?: {
+          x: number;
+          y: number;
+          width: number;
+          height: number;
+          originalWidth: number;
+          originalHeight: number;
+          coverage: number;
+        } | null;
       }>;
       model?: string;
       provider?: string;
diff --git a/store/canvas/index.ts b/store/canvas/index.ts
index fee3ca931..44007df46 100644
--- a/store/canvas/index.ts
+++ b/store/canvas/index.ts
@@ -209,12 +209,19 @@ export const useCanvasStore = create<CanvasStore>()(
 
         // 节点操作
         addNode: (nodeData) => {
+          const imageMetadata =
+            nodeData.type === 'image' && nodeData.data && typeof nodeData.data === 'object'
+              ? (((nodeData.data as any).metadata ?? {}) as Record<string, unknown>)
+              : {};
+          const shouldPreserveImagePosition =
+            imageMetadata.allowOverlap === true || imageMetadata.placementMode === 'overlay';
+
           const resolveImagePosition = (
             basePosition: Position,
             size: Size,
             nodes: CanvasNode[]
           ): Position => {
-            if (nodeData.type !== 'image') return basePosition;
+            if (nodeData.type !== 'image' || shouldPreserveImagePosition) return basePosition;
             const padding = 20;
             const width = size?.width || 300;
             const height = size?.height || 300;