diff --git a/packages/alfa-quadtree/package.json b/packages/alfa-quadtree/package.json
new file mode 100644
index 0000000000..5ae36480bd
--- /dev/null
+++ b/packages/alfa-quadtree/package.json
@@ -0,0 +1,35 @@
+{
+  "$schema": "http://json.schemastore.org/package",
+  "name": "@siteimprove/alfa-quadtree",
+  "homepage": "https://alfa.siteimprove.com",
+  "version": "0.77.0",
+  "license": "MIT",
+  "description": "Implementation of a quadtree data structure for storing and querying spatial data.",
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/siteimprove/alfa.git",
+    "directory": "packages/alfa-quadtree"
+  },
+  "bugs": "https://github.com/siteimprove/alfa/issues",
+  "main": "src/index.js",
+  "types": "src/index.d.ts",
+  "files": [
+    "src/**/*.js",
+    "src/**/*.d.ts"
+  ],
+  "dependencies": {
+    "@siteimprove/alfa-equatable": "workspace:^0.77.0",
+    "@siteimprove/alfa-hash": "workspace:^0.77.0",
+    "@siteimprove/alfa-iterable": "workspace:^0.77.0",
+    "@siteimprove/alfa-json": "workspace:^0.77.0",
+    "@siteimprove/alfa-rectangle": "workspace:^0.77.0",
+    "@siteimprove/alfa-sequence": "workspace:^0.77.0"
+  },
+  "devDependencies": {
+    "@siteimprove/alfa-test": "workspace:^0.77.0"
+  },
+  "publishConfig": {
+    "access": "public",
+    "registry": "https://npm.pkg.github.com/"
+  }
+}
diff --git a/packages/alfa-quadtree/src/index.ts b/packages/alfa-quadtree/src/index.ts
new file mode 100644
index 0000000000..ece35bc702
--- /dev/null
+++ b/packages/alfa-quadtree/src/index.ts
@@ -0,0 +1 @@
+export * from "./quadtree";
diff --git a/packages/alfa-quadtree/src/quadtree.ts b/packages/alfa-quadtree/src/quadtree.ts
new file mode 100644
index 0000000000..f59faa7892
--- /dev/null
+++ b/packages/alfa-quadtree/src/quadtree.ts
@@ -0,0 +1,183 @@
+import { Iterable } from "@siteimprove/alfa-iterable";
+import { Rectangle } from "@siteimprove/alfa-rectangle";
+
+/**
+ * Implementation of a quadtree that can store any type of item that has a bounding rectangle associated with it.
+ * In this implementation, the items are only stored in the leaves of the quadtree and in all leaves
+ * they intersect with.
+ *
+ * @privateRemarks
+ * An alternative implementation could allow items at all levels of the quadtree, not just the leaves, and insert them into
+ * the first quad that fully contains the item's rectangle. That would remove the need to store the same item multiple times,
+ * but the search would have to compare with items at all levels, which would mean comparing with the items lying
+ * on the boundaries of the quads. It's not clear if that would be more or less efficient than the current implementation.
+ * It would also remove the need to move items after subdivision.
+ */
+export class QuadTree<T> {
+  static readonly CAPACITY = 4;
+  static readonly MAX_DEPTH = 8;
+
+  public static of<T>(boundary: Rectangle, capacity: number): QuadTree<T> {
+    return new QuadTree(boundary, capacity);
+  }
+
+  private readonly _boundary: Rectangle;
+  private readonly _depth: number;
+  private _items: Array<[T, Rectangle]> = [];
+  private _children: Array<QuadTree<T>> = [];
+  private _divided = false;
+
+  private constructor(bounds: Rectangle, depth = 0) {
+    this._boundary = bounds;
+    this._depth = depth;
+  }
+
+  private subdivide(): void {
+    const halfWidth = this._boundary.width / 2;
+    const halfHeight = this._boundary.height / 2;
+
+    // Top-left
+    this._children.push(
+      QuadTree.of<T>(
+        Rectangle.of(this._boundary.x, this._boundary.y, halfWidth, halfHeight),
+        this._depth + 1,
+      ),
+    );
+
+    // Top-right
+    this._children.push(
+      QuadTree.of<T>(
+        Rectangle.of(
+          this._boundary.x + halfWidth,
+          this._boundary.y,
+          halfWidth,
+          halfHeight,
+        ),
+        this._depth + 1,
+      ),
+    );
+
+    // Bottom-left
+    this._children.push(
+      QuadTree.of<T>(
+        Rectangle.of(
+          this._boundary.x,
+          this._boundary.y + halfHeight,
+          halfWidth,
+          halfHeight,
+        ),
+        this._depth + 1,
+      ),
+    );
+
+    // Bottom-right
+    this._children.push(
+      QuadTree.of<T>(
+        Rectangle.of(
+          this._boundary.x + halfWidth,
+          this._boundary.y + halfHeight,
+          halfWidth,
+          halfHeight,
+        ),
+        this._depth + 1,
+      ),
+    );
+
+    this._divided = true;
+  }
+
+  /**
+   * Try inserting an item into the quadtree.
+   *
+   * @remarks
+   * If the item's rectangle does not intersect the boundary of the quadtree, it won't be inserted.
+   */
+  public insert(itemRectPair: [T, Rectangle]): void {
+    const [, rect] = itemRectPair;
+
+    // If the item's rectangle does not intersect the boundary of the quadtree, don't insert it
+    if (!this._boundary.intersects(rect)) {
+      return;
+    }
+
+    // If the max depth has been reached, insert the item into the current quad
+    if (this._depth >= QuadTree.MAX_DEPTH) {
+      this._items.push(itemRectPair);
+      return;
+    }
+
+    // If the quadtree has been divided, try to insert in all children
+    if (this._divided) {
+      for (const child of this._children) {
+        child.insert(itemRectPair);
+      }
+      return;
+    }
+
+    // If the capacity has not been reached, insert the item into the current quad
+    if (this._items.length < QuadTree.CAPACITY) {
+      this._items.push(itemRectPair);
+      return;
+    }
+
+    // If the capacity has been reached, subdivide and move all items into the children
+    // before inserting the new item
+
+    this.subdivide();
+
+    for (const child of this._children) {
+      for (const existing of this._items) {
+        child.insert(existing);
+      }
+
+      child.insert(itemRectPair);
+    }
+
+    // Clear the items in the current quad since they have been moved to the children
+    this._items = [];
+  }
+
+  /**
+   * Returns all items in the current quad and all descendants
+   */
+  private getAllItems(result = new Set<T>()): Iterable<T> {
+    for (const [item] of this._items) {
+      result.add(item);
+    }
+
+    for (const child of this._children) {
+      child.getAllItems(result);
+    }
+
+    return result;
+  }
+
+  /**
+   * Query the quadtree for all items that intersect with the given range.
+   */
+  public query(range: Rectangle, result = new Set<T>()): Iterable<T> {
+    // If the range doesn't intersect with the quad, don't search it
+    if (!range.intersects(this._boundary)) {
+      return result;
+    }
+
+    // If the range is fully contained in the quad, return all items in the quad and descendants
+    if (this._boundary.contains(range)) {
+      return this.getAllItems(result);
+    }
+
+    // Compare with all items in the quad (in case it's a leaf)
+    for (const [item, rect] of this._items) {
+      if (range.intersects(rect)) {
+        result.add(item);
+      }
+    }
+
+    // Search the children
+    for (const child of this._children) {
+      child.query(range, result);
+    }
+
+    return result;
+  }
+}
diff --git a/packages/alfa-quadtree/tsconfig.json b/packages/alfa-quadtree/tsconfig.json
new file mode 100644
index 0000000000..c0ecf948e8
--- /dev/null
+++ b/packages/alfa-quadtree/tsconfig.json
@@ -0,0 +1,17 @@
+{
+    "$schema": "http://json.schemastore.org/tsconfig",
+    "extends": "../tsconfig.json",
+    "files": [
+        "src/index.ts",
+        "src/quadtree.ts",
+    ],
+    "references": [
+        { "path": "../alfa-equatable" },
+        { "path": "../alfa-hash" },
+        { "path": "../alfa-iterable" },
+        { "path": "../alfa-json" },
+        { "path": "../alfa-rectangle" },
+        { "path": "../alfa-sequence" },
+        { "path": "../alfa-test" }
+    ]
+}
diff --git a/packages/alfa-rules/src/sia-r113/rule.ts b/packages/alfa-rules/src/sia-r113/rule.ts
index b85648a858..b6235d904e 100644
--- a/packages/alfa-rules/src/sia-r113/rule.ts
+++ b/packages/alfa-rules/src/sia-r113/rule.ts
@@ -1,5 +1,4 @@
 import { Rule } from "@siteimprove/alfa-act";
-import { Cache } from "@siteimprove/alfa-cache";
 import { Device } from "@siteimprove/alfa-device";
 import { Document, Element } from "@siteimprove/alfa-dom";
 import { Either } from "@siteimprove/alfa-either";
diff --git a/packages/tsconfig.json b/packages/tsconfig.json
index 6118cc37e1..279a1f5171 100644
--- a/packages/tsconfig.json
+++ b/packages/tsconfig.json
@@ -53,6 +53,7 @@
     { "path": "alfa-performance" },
     { "path": "alfa-predicate" },
     { "path": "alfa-promise" },
+    { "path": "alfa-quadtree" },
     { "path": "alfa-record" },
     { "path": "alfa-rectangle" },
     { "path": "alfa-reducer" },