diff --git a/src/ocrmypdf/pdfinfo/__init__.py b/src/ocrmypdf/pdfinfo/__init__.py
index b83442ed..6be7fd63 100644
--- a/src/ocrmypdf/pdfinfo/__init__.py
+++ b/src/ocrmypdf/pdfinfo/__init__.py
@@ -630,7 +630,7 @@ def _pdf_get_pageinfo(pdf, pageno: int, infile, xmltext):
         pageinfo['has_vector'] = True
 
     textinfos = [ti for ti in contentsinfo if isinstance(ti, TextInfo)]
-    all_invisible = all(ti.invisible for ti in textinfos) and len(textinfos) > 0
+    all_invisible = not any(ti.visible for ti in textinfos)
     pageinfo['only_ocr_text'] = all_invisible
 
     pageinfo['images'] = [im for im in contentsinfo