diff --git a/src/Query/Query.php b/src/Query/Query.php
index 3af237f..624717c 100644
--- a/src/Query/Query.php
+++ b/src/Query/Query.php
@@ -449,6 +449,69 @@ public static function parseQueries(array $queries): array
         return $parsed;
     }
 
+    /**
+     * Compute a shape-only fingerprint of an array of queries.
+     *
+     * The fingerprint captures the structure of the queries — method and
+     * attribute — without values. Two query sets with the same shape but
+     * different parameter values produce the same fingerprint, which is
+     * useful for pattern-based counting and slow-query grouping.
+     *
+     * Logical queries (`and`, `or`, `elemMatch`) are recursively fingerprinted
+     * so their inner structure contributes to the hash — two `and(...)`
+     * queries with different child shapes produce different fingerprints.
+     *
+     * Accepts either raw query strings or parsed Query objects.
+     *
+     * @param  array<mixed>  $queries raw query strings or Query instances
+     * @return string md5 hash of the canonical shape
+     *
+     * @throws QueryException if an element is neither a string nor a Query
+     */
+    public static function fingerprint(array $queries): string
+    {
+        $shapes = [];
+
+        foreach ($queries as $query) {
+            if (\is_string($query)) {
+                $query = static::parse($query);
+            }
+
+            if (! $query instanceof self) {
+                throw new QueryException('Invalid query element for fingerprint: expected string or Query instance');
+            }
+
+            $shapes[] = self::queryShape($query);
+        }
+
+        \sort($shapes);
+
+        return \md5(\implode('|', $shapes));
+    }
+
+    /**
+     * Canonical shape string for a single Query — recursive for logical types.
+     */
+    private static function queryShape(self $query): string
+    {
+        $method = $query->getMethod();
+
+        if (\in_array($method, self::LOGICAL_TYPES, true)) {
+            $childShapes = [];
+            foreach ($query->getValues() as $child) {
+                if ($child instanceof self) {
+                    $childShapes[] = self::queryShape($child);
+                }
+            }
+            \sort($childShapes);
+
+            // Attribute is empty for and/or; meaningful for elemMatch (the field being matched).
+            return $method.':'.$query->getAttribute().'('.\implode('|', $childShapes).')';
+        }
+
+        return $method.':'.$query->getAttribute();
+    }
+
     /**
      * @return array<string, mixed>
      */
@@ -824,12 +887,12 @@ public static function getCursorQueries(array $queries, bool $clone = true): arr
      *
      * @param  array<mixed>  $queries
      * @return array{
-     *     filters: array<static>,
-     *     selections: array<static>,
+     *     filters: list<self>,
+     *     selections: list<self>,
      *     limit: int|null,
      *     offset: int|null,
-     *     orderAttributes: array<string>,
-     *     orderTypes: array<string>,
+     *     orderAttributes: list<string>,
+     *     orderTypes: list<string>,
      *     cursor: mixed,
      *     cursorDirection: string|null
      * }
diff --git a/tests/Query/QueryTest.php b/tests/Query/QueryTest.php
index 1fb05bd..a3820df 100644
--- a/tests/Query/QueryTest.php
+++ b/tests/Query/QueryTest.php
@@ -138,4 +138,80 @@ public function testEmptyValues(): void
         $query = Query::equal('name', []);
         $this->assertEquals([], $query->getValues());
     }
+
+    public function testFingerprint(): void
+    {
+        $equalAlice = '{"method":"equal","attribute":"name","values":["Alice"]}';
+        $equalBob = '{"method":"equal","attribute":"name","values":["Bob"]}';
+        $equalEmail = '{"method":"equal","attribute":"email","values":["a@b.c"]}';
+        $notEqualAlice = '{"method":"notEqual","attribute":"name","values":["Alice"]}';
+        $gtAge18 = '{"method":"greaterThan","attribute":"age","values":[18]}';
+        $gtAge42 = '{"method":"greaterThan","attribute":"age","values":[42]}';
+
+        // Same shape, different values produce the same fingerprint
+        $a = Query::fingerprint([$equalAlice, $gtAge18]);
+        $b = Query::fingerprint([$equalBob, $gtAge42]);
+        $this->assertSame($a, $b);
+
+        // Different attribute produces different fingerprint
+        $c = Query::fingerprint([$equalEmail, $gtAge18]);
+        $this->assertNotSame($a, $c);
+
+        // Different method produces different fingerprint
+        $d = Query::fingerprint([$notEqualAlice, $gtAge18]);
+        $this->assertNotSame($a, $d);
+
+        // Order-independent
+        $e = Query::fingerprint([$gtAge18, $equalAlice]);
+        $this->assertSame($a, $e);
+
+        // Accepts parsed Query objects
+        $parsed = [Query::equal('name', ['Alice']), Query::greaterThan('age', 18)];
+        $f = Query::fingerprint($parsed);
+        $this->assertSame($a, $f);
+
+        // Empty array returns deterministic hash
+        $this->assertSame(\md5(''), Query::fingerprint([]));
+    }
+
+    public function testFingerprintNestedLogicalQueries(): void
+    {
+        // AND queries with different inner shapes produce different fingerprints
+        $andEqName = new Query(Query::TYPE_AND, '', [Query::equal('name', ['Alice'])]);
+        $andEqEmail = new Query(Query::TYPE_AND, '', [Query::equal('email', ['a@b.c'])]);
+        $this->assertNotSame(Query::fingerprint([$andEqName]), Query::fingerprint([$andEqEmail]));
+
+        // AND queries with same inner shape produce the same fingerprint (values differ)
+        $andEqNameBob = new Query(Query::TYPE_AND, '', [Query::equal('name', ['Bob'])]);
+        $this->assertSame(Query::fingerprint([$andEqName]), Query::fingerprint([$andEqNameBob]));
+
+        // Order of children inside a logical query does not matter
+        $andA = new Query(Query::TYPE_AND, '', [Query::equal('name', ['Alice']), Query::greaterThan('age', 18)]);
+        $andB = new Query(Query::TYPE_AND, '', [Query::greaterThan('age', 42), Query::equal('name', ['Bob'])]);
+        $this->assertSame(Query::fingerprint([$andA]), Query::fingerprint([$andB]));
+
+        // AND of two filters differs from OR of the same two filters
+        $orA = new Query(Query::TYPE_OR, '', [Query::equal('name', ['Alice']), Query::greaterThan('age', 18)]);
+        $this->assertNotSame(Query::fingerprint([$andA]), Query::fingerprint([$orA]));
+
+        // AND with one child differs from AND with two children
+        $andOne = new Query(Query::TYPE_AND, '', [Query::equal('name', ['Alice'])]);
+        $andTwo = new Query(Query::TYPE_AND, '', [Query::equal('name', ['Alice']), Query::greaterThan('age', 18)]);
+        $this->assertNotSame(Query::fingerprint([$andOne]), Query::fingerprint([$andTwo]));
+
+        // elemMatch attribute matters: same inner shape on different fields must NOT collide
+        $elemTags = new Query(Query::TYPE_ELEM_MATCH, 'tags', [Query::equal('name', ['php'])]);
+        $elemCategories = new Query(Query::TYPE_ELEM_MATCH, 'categories', [Query::equal('name', ['php'])]);
+        $this->assertNotSame(Query::fingerprint([$elemTags]), Query::fingerprint([$elemCategories]));
+
+        // elemMatch values-only change (same field, same child shape) still collides — as expected
+        $elemTagsOther = new Query(Query::TYPE_ELEM_MATCH, 'tags', [Query::equal('name', ['js'])]);
+        $this->assertSame(Query::fingerprint([$elemTags]), Query::fingerprint([$elemTagsOther]));
+    }
+
+    public function testFingerprintRejectsInvalidElements(): void
+    {
+        $this->expectException(\Utopia\Query\Exception::class);
+        Query::fingerprint([42]);
+    }
 }