diff --git a/anki_ocr/gui.py b/anki_ocr/gui.py
index 35cff44..4ca1695 100644
--- a/anki_ocr/gui.py
+++ b/anki_ocr/gui.py
@@ -16,10 +16,13 @@
 logger = create_ocr_logger()
 
 
-def on_run_ocr(browser: Browser):
+def on_run_ocr(browser: Browser, nids=None):
     time_start = time.time()
 
-    selected_nids = browser.selectedNotes()
+    if nids is None:
+        selected_nids = browser.selectedNotes()
+    else:
+        selected_nids = nids
     config = mw.addonManager.getConfig(__name__)
     num_notes = len(selected_nids)
     num_batches = ceil(num_notes / config["batch_size"])
@@ -128,11 +131,57 @@ def on_menu_setup(browser: Browser):
     act_rm_ocr_fields.triggered.connect(lambda b=browser: on_rm_ocr_fields(browser))
     anki_ocr_menu.addAction(act_rm_ocr_fields)
 
+    act_missing_ocr = QAction(browser, text="Find missing captions")
+    act_missing_ocr.triggered.connect(lambda b=browser: find_missing_caption(browser, False))
+    anki_ocr_menu.addAction(act_missing_ocr)
+
+    act_auto_missing_ocr = QAction(browser, text="Run AnkiOCR on all missing captions")
+    act_auto_missing_ocr.triggered.connect(lambda b=browser: find_missing_caption(browser, True))
+    anki_ocr_menu.addAction(act_auto_missing_ocr)
+
     browser_cards_menu = browser.form.menu_Cards
     browser_cards_menu.addSeparator()
     browser_cards_menu.addMenu(anki_ocr_menu)
 
 
+def find_missing_caption(browser: Browser, OCR):
+    all_id_flds = mw.col.db.all("select id, mid, flds from notes")
+
+    id_missing_OCR = []
+    for aif in all_id_flds:
+        cid = aif[0]
+        f = aif[2].replace("\n", " ").replace("\r", " ")
+
+        found = f.count("<img ") - f.count(".svg") - f.count(".gif")
+        if found > 0:
+            title = f.count(" title=")
+            if found - title > 0:
+                id_missing_OCR.append(cid)
+
+    if id_missing_OCR:
+        if OCR is True:
+            on_run_ocr(browser, nids=id_missing_OCR)  # OCR cards
+            return True
+        mw.requireReset()
+        try:
+            mw.col.tags.bulkAdd([x[0] for x in all_id_flds], "missing_OCR", False)
+            mw.col.tags.bulkAdd(id_missing_OCR, "missing_OCR", True)
+        except Exception as e:
+            print(f"Error: {e}")
+        finally:
+            mw.maybeReset()
+
+        browser.activateWindow()
+        browser.form.searchEdit.lineEdit().setText("tag:missing_OCR")
+        if hasattr(browser, 'onSearch'):
+            browser.onSearch()
+        else:
+            browser.onSearchActivated()
+
+    return True
+
+
+
 def create_menu():
     from anki.hooks import addHook
     addHook("browser.setupMenus", on_menu_setup)