diff --git a/docs/docs/splat-mesh.md b/docs/docs/splat-mesh.md
index 177342a..dfb4702 100644
--- a/docs/docs/splat-mesh.md
+++ b/docs/docs/splat-mesh.md
@@ -97,6 +97,13 @@ Creates a new splat with the provided parameters (all values in "float" space, i
 
 This method iterates over all splats in this instance's `packedSplats`, invoking the provided callback with `index: number` in `0..=(this.numSplats-1)`, `center: THREE.Vector3`, `scales: THREE.Vector3`, `quaternion: THREE.Quaternion`, `opacity: number` (0..1), and `color: THREE.Color` (rgb values in 0..1). Note that the objects passed in as `center` etc. are the same for every callback invocation: they are reused for efficiency. *Changing these values has no effect* as they are decoded/unpacked copies of the underlying data. To update the `packedSplats`, call `.packedSplats.setSplat(index, center, scales, quaternion, opacity, color)`.
 
+
+## `getBoundingBox(centers_only=true)`
+
+This method returns a `THREE.Box3` representing the axis-aligned bounding box of all splats in the mesh.
+The parameter `centers_only` (boolean, default: `true`) controls whether we calculate the bounding box using only splat center positions, or include the full extent of each splat by considering their scales and orientations. The latter gives a slightly more accurate but more computationally expensive bounding box. 
+Note that this function will raise an error if called before splats are initialized.
+
 ## `updateGenerator()`
 
 Call this whenever something changes in the splat processing pipeline, for example changing `maxSh` or updating `objectModifier` or `worldModifier`. Compiled generators are cached for efficiency and re-used when the same graph structure emerges after successive changes.
diff --git a/examples/editor/index.html b/examples/editor/index.html
index 887e68b..946ab9d 100644
--- a/examples/editor/index.html
+++ b/examples/editor/index.html
@@ -145,6 +145,7 @@
       reversePointerDir: false,
       reversePointerSlide: false,
       backgroundColor: "#000000",
+      viewBoundingBox: false,
       openFiles: () => {
         fileInput.click();
       },
@@ -340,7 +341,7 @@
 
     async function loadFiles(splatFiles) {
       if (guiOptions.resetOnLoad) {
-        const toRemove = frame.children.filter((child) => child instanceof SplatMesh);
+        const toRemove = frame.children.filter((child) => child instanceof SplatMesh || child instanceof THREE.Box3Helper);
         for (const child of toRemove) {
           frame.remove(child);
         }
@@ -403,6 +404,7 @@
           }
           frame.add(splatMesh);
           console.log(`Loaded ${fileName} with ${splatMesh.numSplats} splats`);
+          addBoundingBoxHelper(splatMesh);
 
           const splatFolder = splatsFolder.addFolder(fileName).close();
           splatFolder.add(splatMesh, "opacity", 0, 1, 0.01).name("Opacity").listen();
@@ -433,6 +435,14 @@
       canvas.focus();
     }
 
+    async function addBoundingBoxHelper(splatMesh) {
+      await splatMesh.initialized;
+      const box = splatMesh.getBoundingBox();
+      const boxHelper = new THREE.Box3Helper(box, 0x00ff00);
+      boxHelper.visible = guiOptions.viewBoundingBox;
+      frame.add(boxHelper);
+    }
+
     secondGui.add(guiOptions, "resetOnLoad").name("Reset on load");
     secondGui.add(guiOptions, "loadOffset", -2, 2, 0.01).name("Loading offset");
     secondGui.add(guiOptions, "openFiles").name("Select Files");
@@ -502,6 +512,13 @@
     const debugFolder = gui.addFolder("Debug").close();
     const normalColor = dyno.dynoBool(false);
     debugFolder.add(normalColor, "value").name("Normal color").onChange(() => updateFrameSplats());
+    debugFolder.add(guiOptions, "viewBoundingBox").name("View bounding boxes").onChange((viewBoundingBox) => {
+      frame.children.forEach((child) => {
+        if (child instanceof THREE.Box3Helper) {
+          child.visible = viewBoundingBox;
+        }
+      });
+    });
 
     debugFolder.add(spark, "maxStdDev", 0.1, 3.0, 0.01).name("Max Gsplat stddev").listen();
     debugFolder.add(spark, "falloff", 0, 1, 0.01).name("Gaussian falloff").listen();
@@ -688,6 +705,7 @@
     }
 
     const instructions = makeInstructions();
+    addBoundingBoxHelper(instructions);
     frame.add(instructions);
 
     // Load URLs from query parameters if any
diff --git a/src/SplatMesh.ts b/src/SplatMesh.ts
index 4a696db..2940b16 100644
--- a/src/SplatMesh.ts
+++ b/src/SplatMesh.ts
@@ -319,6 +319,53 @@ export class SplatMesh extends SplatGenerator {
     this.packedSplats.dispose();
   }
 
+  // Returns axis-aligned bounding box of the SplatMesh. If centers_only is true,
+  // only the centers of the splats are used to compute the bounding box.
+  // IMPORTANT: This should only be called after the SplatMesh is initialized.
+  getBoundingBox(centers_only = true) {
+    if (!this.initialized) {
+      throw new Error(
+        "Cannot get bounding box before SplatMesh is initialized",
+      );
+    }
+    const minVec = new THREE.Vector3(
+      Number.POSITIVE_INFINITY,
+      Number.POSITIVE_INFINITY,
+      Number.POSITIVE_INFINITY,
+    );
+    const maxVec = new THREE.Vector3(
+      Number.NEGATIVE_INFINITY,
+      Number.NEGATIVE_INFINITY,
+      Number.NEGATIVE_INFINITY,
+    );
+    const corners = new THREE.Vector3();
+    const signs = [-1, 1];
+    this.packedSplats.forEachSplat(
+      (_index, center, scales, quaternion, _opacity, _color) => {
+        if (centers_only) {
+          minVec.min(center);
+          maxVec.max(center);
+        } else {
+          // Get the 8 corners of the AABB in local space
+          for (const x of signs) {
+            for (const y of signs) {
+              for (const z of signs) {
+                corners.set(x * scales.x, y * scales.y, z * scales.z);
+                // Transform corner by rotation and position
+                corners.applyQuaternion(quaternion);
+                corners.add(center);
+                minVec.min(corners);
+                maxVec.max(corners);
+              }
+            }
+          }
+        }
+      },
+    );
+    const box = new THREE.Box3(minVec, maxVec);
+    return box;
+  }
+
   constructGenerator(context: SplatMeshContext) {
     const { transform, viewToObject, recolor } = context;
     const generator = dynoBlock(