--- a/src/auto_archiver/modules/antibot_extractor_enricher/antibot_extractor_enricher.py
+++ b/src/auto_archiver/modules/antibot_extractor_enricher/antibot_extractor_enricher.py
@@ -15,6 +15,7 @@ from auto_archiver.core import Extractor, Enricher, Metadata, Media
 from auto_archiver.modules.antibot_extractor_enricher.dropin import Dropin
 from auto_archiver.modules.antibot_extractor_enricher.dropins.default import DefaultDropin
 from auto_archiver.utils.misc import random_str
 from auto_archiver.utils.url import is_relevant_url
+from auto_archiver.utils.deletion_detection import detect_deletion, flag_as_deleted


 class AntibotExtractorEnricher(Extractor, Enricher):
@@ -97,9 +98,18 @@ class AntibotExtractorEnricher(Extractor, Enricher):
                 sb.uc_gui_click_rc()  # NB: using handle instead of click breaks some sites like reddit, for now we separate here but can have dropins deciding this in the future

                 dropin = self._get_suitable_dropin(url, sb)
                 if not dropin.open_page(url):
-                    # TODO: could we detect deleted videos?
-                    logger.warning("Failed to open drop-in page")
+                    # Check for deletion indicators
+                    page_title = sb.get_title()
+                    html_source = sb.get_page_source()
+                    deletion_info = detect_deletion(
+                        html_content=html_source,
+                        page_title=page_title,
+                        url=url
+                    )
+                    if deletion_info:
+                        flag_as_deleted(to_enrich, deletion_info)
+                        return to_enrich
+                    logger.warning("Failed to open drop-in page (not detected as deleted)")
                     return False

                 if self.detect_auth_wall and (dropin.hit_auth_wall() and self._hit_auth_wall(sb)):
@@ -109,7 +119,18 @@ class AntibotExtractorEnricher(Extractor, Enricher):
                 sb.wait_for_ready_state_complete()
                 sb.sleep(1)  # margin for the page to load completely

-                to_enrich.set_title(sb.get_title())
+                page_title = sb.get_title()
+                html_source = sb.get_page_source()
+
+                # Check if the page indicates content was deleted
+                deletion_info = detect_deletion(
+                    html_content=html_source,
+                    page_title=page_title,
+                    url=url
+                )
+                if deletion_info:
+                    flag_as_deleted(to_enrich, deletion_info)
+
+                to_enrich.set_title(page_title)
                 self._enrich_html_source_code(sb, to_enrich)

                 self._enrich_full_page_screenshot(sb, to_enrich)
--- a/src/auto_archiver/modules/generic_extractor/generic_extractor.py
+++ b/src/auto_archiver/modules/generic_extractor/generic_extractor.py
@@ -19,6 +19,7 @@ from auto_archiver.utils.custom_logger import logger

 from auto_archiver.core.extractor import Extractor
 from auto_archiver.core import Metadata, Media
 from auto_archiver.utils import get_datetime_from_str
 from auto_archiver.utils.misc import ydl_entry_to_filename
+from auto_archiver.utils.deletion_detection import detect_deletion, flag_as_deleted
 from .dropin import GenericDropin


@@ -481,6 +482,15 @@ class GenericExtractor(Extractor):
                 raise SkipYtdlp()

             # don't download since it can be a live stream
             data = ydl.extract_info(url, ie_key=info_extractor.ie_key(), download=False)
+
+            # Check for deletion indicators in video data
+            deletion_info = detect_deletion(
+                video_data=data,
+                url=url
+            )
+            if deletion_info:
+                result = Metadata()
+                flag_as_deleted(result, deletion_info)
+                return result

             result = _helper_for_successful_extract_info(data, info_extractor, url, ydl)

@@ -505,6 +515,12 @@ class GenericExtractor(Extractor):
             try:
                 result = self.get_metadata_for_post(info_extractor, url, ydl)
             except (yt_dlp.utils.DownloadError, yt_dlp.utils.ExtractorError) as post_e:
+                # Check if the error indicates deletion
+                deletion_info = detect_deletion(error_message=str(post_e), url=url)
+                if deletion_info:
+                    result = Metadata()
+                    flag_as_deleted(result, deletion_info)
+                    return result
+
                 if "NSFW tweet requires authentication." in str(post_e):
                     logger.warning(str(post_e))
                     return False
--- a/src/auto_archiver/modules/generic_extractor/twitter.py
+++ b/src/auto_archiver/modules/generic_extractor/twitter.py
@@ -7,6 +7,7 @@ from slugify import slugify

 from auto_archiver.core.metadata import Metadata, Media
 from auto_archiver.utils import url as UrlUtil, get_datetime_from_str
 from auto_archiver.core.extractor import Extractor
+from auto_archiver.utils.deletion_detection import detect_deletion, flag_as_deleted
 from auto_archiver.modules.generic_extractor.dropin import GenericDropin, InfoExtractor


@@ -36,9 +37,18 @@ class Twitter(GenericDropin):
     def create_metadata(self, tweet: dict, ie_instance: InfoExtractor, archiver: Extractor, url: str) -> Metadata:
         result = Metadata()
         try:
             if not tweet.get("user") or not tweet.get("created_at"):
-                raise ValueError("Error retreiving post. Are you sure it exists?")
+                # Check for deletion indicators
+                deletion_info = detect_deletion(
+                    video_data=tweet,
+                    url=url,
+                    error_message="Missing user or created_at fields"
+                )
+                if deletion_info:
+                    flag_as_deleted(result, deletion_info)
+                    return result
+
+                raise ValueError("Error retrieving post. Are you sure it exists?")
             timestamp = get_datetime_from_str(tweet["created_at"], "%a %b %d %H:%M:%S %z %Y")
         except (ValueError, KeyError) as ex:
             logger.warning(f"Unable to parse tweet: {str(ex)}\nRetreived tweet data: {tweet}")