diff --git a/src/check_datapackage/custom_check.py b/src/check_datapackage/custom_check.py
index 389d3a69..9fca49d7 100644
--- a/src/check_datapackage/custom_check.py
+++ b/src/check_datapackage/custom_check.py
@@ -1,16 +1,19 @@
-from dataclasses import dataclass
+import re
+from dataclasses import dataclass, field
 from typing import Any, Callable
 
 from check_datapackage.internals import (
+    DescriptorField,
     _filter,
     _flat_map,
+    _get_direct_jsonpaths,
     _get_fields_at_jsonpath,
     _map,
 )
 from check_datapackage.issue import Issue
 
 
-@dataclass
+@dataclass(frozen=True)
 class CustomCheck:
     """A custom check to be done on a Data Package descriptor.
 
@@ -25,6 +28,9 @@ class CustomCheck:
         type (str): An identifier for the custom check. It will be shown in error
             messages and can be used to exclude the check. Each custom check
             should have a unique `type`.
+        check_missing (bool): Whether fields that would match the JSON path but are
+            missing from the object should be passed to `check` as `None`.
+            Defaults to False.
 
     Examples:
         ```{python}
@@ -43,6 +49,23 @@ class CustomCheck:
     message: str
     check: Callable[[Any], bool]
     type: str = "custom"
+    check_missing: bool = False
+    _field_name: str = field(init=False, repr=False)
+
+    def __post_init__(self) -> None:
+        """Checks that `CustomCheck`s with `check_missing` have sensible `jsonpath`s."""
+        if self.check_missing:
+            field_name_match = re.search(r"(?<!\.)(\.\w+)$", self.jsonpath)
+            if not field_name_match:
+                raise ValueError(
+                    f"Cannot define `CustomCheck` for JSON path `{self.jsonpath}`."
+                    " A check with `check_missing` set to true must target a concrete "
+                    "object field (e.g., `$.title`) or set of fields (e.g., "
+                    "`$.resources[*].title`). Ambiguous paths (e.g., `$..title`) or "
+                    "paths pointing to array items (e.g., `$.resources[0]`) are not"
+                    " allowed."
+                )
+            super().__setattr__("_field_name", field_name_match.group(1))
 
 
 def apply_custom_checks(
@@ -79,6 +102,11 @@ def _apply_custom_check(
         A list of `Issue`s.
     """
     matching_fields = _get_fields_at_jsonpath(custom_check.jsonpath, descriptor)
+    if custom_check.check_missing:
+        matching_fields += _get_missing_fields(
+            custom_check, descriptor, matching_fields
+        )
+
     failed_fields = _filter(
         matching_fields, lambda field: not custom_check.check(field.value)
     )
@@ -90,3 +118,22 @@ def _apply_custom_check(
             message=custom_check.message,
         ),
     )
+
+
+def _get_missing_fields(
+    check: CustomCheck,
+    descriptor: dict[str, Any],
+    matching_fields: list[DescriptorField],
+) -> list[DescriptorField]:
+    """Returns the missing fields that the check would apply to if they were present."""
+    parent_jsonpath = check.jsonpath.removesuffix(check._field_name)
+    potentially_matching_paths = _map(
+        _get_direct_jsonpaths(parent_jsonpath, descriptor),
+        lambda path: f"{path}{check._field_name}",
+    )
+    actually_matching_paths = _map(matching_fields, lambda field: field.jsonpath)
+    missing_paths = _filter(
+        potentially_matching_paths,
+        lambda path: path not in actually_matching_paths,
+    )
+    return _map(missing_paths, lambda path: DescriptorField(jsonpath=path, value=None))
diff --git a/src/check_datapackage/internals.py b/src/check_datapackage/internals.py
index a827ef94..0a5b086e 100644
--- a/src/check_datapackage/internals.py
+++ b/src/check_datapackage/internals.py
@@ -26,6 +26,12 @@ def _get_fields_at_jsonpath(
     return _map(matches, _create_descriptor_field)
 
 
+def _get_direct_jsonpaths(jsonpath: str, descriptor: dict[str, Any]) -> list[str]:
+    """Returns all direct JSON paths that match a direct or indirect JSON path."""
+    fields = _get_fields_at_jsonpath(jsonpath, descriptor)
+    return _map(fields, lambda field: field.jsonpath)
+
+
 def _create_descriptor_field(match: JSONPathMatch) -> DescriptorField:
     return DescriptorField(
         jsonpath=match.path.replace("['", ".").replace("']", ""),
diff --git a/tests/test_custom_check.py b/tests/test_custom_check.py
index 690de0d4..655cd405 100644
--- a/tests/test_custom_check.py
+++ b/tests/test_custom_check.py
@@ -1,3 +1,7 @@
+from typing import Any
+
+from pytest import mark, raises
+
 from check_datapackage.check import check
 from check_datapackage.config import Config
 from check_datapackage.custom_check import CustomCheck
@@ -21,6 +25,10 @@
 )
 
 
+def must_not_be_null(value: Any) -> bool:
+    return value is not None
+
+
 def test_direct_jsonpath():
     properties = example_package_properties()
     properties["name"] = "ALLCAPS"
@@ -54,12 +62,27 @@ def test_indirect_jsonpath():
 
 
 def test_multiple_custom_checks():
-    properties = example_package_properties()
-    properties["name"] = "ALLCAPS"
-    properties["resources"][0]["name"] = "not starting with woolly"
+    descriptor = example_package_properties()
+    descriptor["name"] = "ALLCAPS"
+    descriptor["resources"][0]["name"] = "not starting with woolly"
+    del descriptor["version"]
+
+    version_check = CustomCheck(
+        jsonpath="$.version",
+        message="Version is required.",
+        type="required",
+        check=must_not_be_null,
+        check_missing=True,
+    )
 
-    config = Config(custom_checks=[lowercase_check, resource_name_check])
-    issues = check(properties, config=config)
+    config = Config(
+        custom_checks=[
+            lowercase_check,
+            resource_name_check,
+            version_check,
+        ]
+    )
+    issues = check(descriptor, config=config)
 
     assert issues == [
         Issue(
@@ -72,6 +95,11 @@ def test_multiple_custom_checks():
             type=resource_name_check.type,
             message=resource_name_check.message,
         ),
+        Issue(
+            jsonpath=version_check.jsonpath,
+            type="required",
+            message=version_check.message,
+        ),
     ]
 
 
@@ -97,3 +125,88 @@ def test_no_matching_jsonpath():
     issues = check(properties, config=config)
 
     assert issues == []
+
+
+def test_no_matching_jsonpath_with_check_missing():
+    properties = example_package_properties()
+    custom_check = CustomCheck(
+        jsonpath="$.missing",
+        message="This check always fails.",
+        check=lambda value: False,
+        type="always-fail",
+        check_missing=True,
+    )
+    config = Config(custom_checks=[custom_check])
+    issues = check(properties, config=config)
+
+    assert len(issues) == 1
+
+
+def test_required_check_wildcard():
+    descriptor = example_package_properties()
+    id_check = CustomCheck(
+        jsonpath="$.*.id",
+        message="All fields must have an id.",
+        type="required",
+        check=must_not_be_null,
+        check_missing=True,
+    )
+    config = Config(custom_checks=[id_check])
+
+    issues = check(descriptor, config=config)
+
+    assert len(issues) == 8
+
+
+def test_required_check_array_wildcard():
+    descriptor = example_package_properties()
+    descriptor["contributors"] = [
+        {"path": "a/path"},
+        {"path": "a/path"},
+        {"path": "a/path", "name": "a name"},
+    ]
+    name_check = CustomCheck(
+        jsonpath="$.contributors[*].name",
+        message="Contributor name is required.",
+        type="required",
+        check=must_not_be_null,
+        check_missing=True,
+    )
+    config = Config(custom_checks=[name_check])
+    issues = check(descriptor, config=config)
+
+    assert issues == [
+        Issue(
+            jsonpath="$.contributors[0].name",
+            type=name_check.type,
+            message=name_check.message,
+        ),
+        Issue(
+            jsonpath="$.contributors[1].name",
+            type=name_check.type,
+            message=name_check.message,
+        ),
+    ]
+
+
+@mark.parametrize(
+    "jsonpath",
+    [
+        "$",
+        "..*",
+        "created",
+        "$..path",
+        "..resources",
+        "$.resources[0].*",
+        "$.resources[*]",
+    ],
+)
+def test_required_check_cannot_apply_to_ambiguous_path(jsonpath):
+    with raises(ValueError):
+        CustomCheck(
+            jsonpath=jsonpath,
+            message="This should fail.",
+            type="required",
+            check=must_not_be_null,
+            check_missing=True,
+        )
diff --git a/uv.lock b/uv.lock
index 195b0115..fd6eabb6 100644
--- a/uv.lock
+++ b/uv.lock
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