diff --git a/src/fundus/scraping/filter.py b/src/fundus/scraping/filter.py
index 60bc433e8..ef81382b8 100644
--- a/src/fundus/scraping/filter.py
+++ b/src/fundus/scraping/filter.py
@@ -7,6 +7,15 @@
 
 
 def inverse(filter_func: Callable[P, bool]) -> Callable[P, bool]:
+    """Logical not operator that can be used on filters
+
+    Args:
+        filter_func: The filter function to inverse.
+
+    Returns:
+        bool: boolean value of the evaluation
+    """
+
     def __call__(*args: P.args, **kwargs: P.kwargs) -> bool:
         return not filter_func(*args, **kwargs)
 
@@ -14,6 +23,15 @@ def __call__(*args: P.args, **kwargs: P.kwargs) -> bool:
 
 
 def lor(*filters: Callable[P, bool]) -> Callable[P, bool]:
+    """Logical or operator that can be used on filters
+
+    Args:
+        *filters: The filter functions to or.
+
+    Returns:
+        bool: boolean value of the evaluation
+    """
+
     def __call__(*args: P.args, **kwargs: P.kwargs) -> bool:
         return any(f(*args, **kwargs) for f in filters)
 
@@ -21,6 +39,15 @@ def __call__(*args: P.args, **kwargs: P.kwargs) -> bool:
 
 
 def land(*filters: Callable[P, bool]) -> Callable[P, bool]:
+    """Logical and operator that can be used on filters
+
+    Args:
+        *filters: The filter functions to and.
+
+    Returns:
+        bool: boolean value of the evaluation
+    """
+
     def __call__(*args: P.args, **kwargs: P.kwargs) -> bool:
         return all(f(*args, **kwargs) for f in filters)
 
@@ -38,7 +65,7 @@ def __call__(self, url: str) -> bool:
         """Filters a website, represented by a given <url>, on the criterion if it represents an <article>
 
         Args:
-            url (str): The url the evaluation should be based on.
+            url: The url the evaluation should be based on.
 
         Returns:
             bool: True if an <url> should be filtered out and not
@@ -55,6 +82,11 @@ def url_filter(url: str) -> bool:
     return url_filter
 
 
+class SupportsBool(Protocol):
+    def __bool__(self) -> bool:
+        ...
+
+
 class ExtractionFilter(Protocol):
     """Protocol to define filters used after article extraction.
 
@@ -62,14 +94,14 @@ class ExtractionFilter(Protocol):
     so that True gets filtered and False don't.
     """
 
-    def __call__(self, extracted: Dict[str, Any]) -> bool:
+    def __call__(self, extraction: Dict[str, Any]) -> SupportsBool:
         """This should implement a selection based on <extracted>.
 
         Extracted will be a dictionary returned by a parser mapping the attribute
         names of the parser to the extracted values.
 
         Args:
-            extracted (dict[str, Any]): The extracted values the evaluation
+            extraction: The extracted values the evaluation
                 should be based on.
 
         Returns:
@@ -79,11 +111,41 @@ def __call__(self, extracted: Dict[str, Any]) -> bool:
         ...
 
 
+class FilterResultWithMissingAttributes:
+    def __init__(self, *attributes: str) -> None:
+        self.missing_attributes = attributes
+
+    def __bool__(self) -> bool:
+        return bool(self.missing_attributes)
+
+
 class Requires:
     def __init__(self, *required_attributes: str) -> None:
+        """Class to filter extractions based on attribute values
+
+        If a required_attribute is not present in the extracted data, this filter won't
+        be passed.
+
+        Args:
+            *required_attributes: Attributes required to evaluate to True in order to
+                pass the filter. If no attributes are given, all attributes will be evaluated:
+        """
         self.required_attributes = set(required_attributes)
 
-    def __call__(self, extracted: Dict[str, Any]) -> bool:
-        return not all(
-            bool(value := extracted.get(attr)) and not isinstance(value, Exception) for attr in self.required_attributes
-        )
+    def __call__(self, extraction: Dict[str, Any]) -> FilterResultWithMissingAttributes:
+        missing_attributes = [
+            attribute
+            for attribute in self.required_attributes or extraction.keys()
+            if not bool(value := extraction.get(attribute)) or isinstance(value, Exception)
+        ]
+        return FilterResultWithMissingAttributes(*missing_attributes)
+
+
+class RequiresAll(Requires):
+    def __init__(self):
+        """Name wrap for Requires()
+
+        This is for readability only. It requires all attributes of the extraction to evaluate to True.
+        See class:Requires docstring for more information.
+        """
+        super().__init__()
diff --git a/src/fundus/scraping/pipeline.py b/src/fundus/scraping/pipeline.py
index 568fb97a9..ec5e11a6b 100644
--- a/src/fundus/scraping/pipeline.py
+++ b/src/fundus/scraping/pipeline.py
@@ -21,7 +21,7 @@
 from fundus.logging import basic_logger
 from fundus.publishers.base_objects import PublisherEnum
 from fundus.scraping.article import Article
-from fundus.scraping.filter import ExtractionFilter, Requires, URLFilter
+from fundus.scraping.filter import ExtractionFilter, Requires, RequiresAll, URLFilter
 from fundus.scraping.html import URLSource, session_handler
 from fundus.scraping.scraper import Scraper
 from fundus.utils.more_async import ManagedEventLoop, async_next
@@ -91,13 +91,7 @@ async def crawl_async(
 
         def build_extraction_filter() -> Optional[ExtractionFilter]:
             if isinstance(only_complete, bool):
-                return (
-                    None
-                    if only_complete is False
-                    else lambda extracted: not all(
-                        bool(v) if not isinstance(v, Exception) else False for _, v in extracted.items()
-                    )
-                )
+                return None if only_complete is False else RequiresAll()
             else:
                 return only_complete
 
diff --git a/src/fundus/scraping/scraper.py b/src/fundus/scraping/scraper.py
index 004f447ce..0522bce88 100644
--- a/src/fundus/scraping/scraper.py
+++ b/src/fundus/scraping/scraper.py
@@ -5,7 +5,12 @@
 from fundus.logging import basic_logger
 from fundus.parser import ParserProxy
 from fundus.scraping.article import Article
-from fundus.scraping.filter import ExtractionFilter, Requires, URLFilter
+from fundus.scraping.filter import (
+    ExtractionFilter,
+    FilterResultWithMissingAttributes,
+    Requires,
+    URLFilter,
+)
 from fundus.scraping.html import FundusSource
 
 
@@ -66,8 +71,14 @@ async def scrape(
                     else:
                         raise ValueError(f"Unknown value '{error_handling}' for parameter <error_handling>'")
 
-                if extraction_filter and extraction_filter(extraction):
-                    basic_logger.debug(f"Skipped article at '{html.requested_url}' because of extraction filter")
+                if extraction_filter and (filter_result := extraction_filter(extraction)):
+                    if isinstance(filter_result, FilterResultWithMissingAttributes):
+                        basic_logger.debug(
+                            f"Skipped article at '{html.requested_url}' because attribute(s) "
+                            f"{', '.join(filter_result.missing_attributes)!r} is(are) missing"
+                        )
+                    else:
+                        basic_logger.debug(f"Skipped article at '{html.requested_url}' because of extraction filter")
                     yield None
                 else:
                     article = Article.from_extracted(html=html, extracted=extraction)