diff --git a/packages/markitdown/src/markitdown/_markitdown.py b/packages/markitdown/src/markitdown/_markitdown.py
index 888d1e6260..b6e03339a4 100644
--- a/packages/markitdown/src/markitdown/_markitdown.py
+++ b/packages/markitdown/src/markitdown/_markitdown.py
@@ -5,6 +5,7 @@
 import shutil
 import traceback
 import io
+import csv
 from dataclasses import dataclass
 from email.message import Message
 from email.utils import collapse_rfc2231_value
@@ -98,6 +99,18 @@ def _read_charset_sample(file_stream: BinaryIO) -> bytes:
     return sample
 
 
+def _looks_like_delimited_text(data: bytes) -> bool:
+    detected = charset_normalizer.from_bytes(data).best()
+    text = str(detected) if detected is not None else data.decode("utf-8", "ignore")
+
+    try:
+        dialect = csv.Sniffer().sniff(text.lstrip("\ufeff"), delimiters=",;\t|")
+    except csv.Error:
+        return False
+
+    return dialect.delimiter in {",", ";", "\t", "|"}
+
+
 # Lower priority values are tried first.
 PRIORITY_SPECIFIC_FILE_FORMAT = (
     0.0  # e.g., .docx, .pdf, .xlsx, Or specific pages, e.g., wikipedia
@@ -778,24 +791,38 @@ def _get_stream_info_guesses(
 
                     if charset_result is not None:
                         charset = self._normalize_charset(charset_result.encoding)
+                else:
+                    stream_page = b""
+
+                output_mimetype = result.prediction.output.mime_type
+                output_extensions = result.prediction.output.extensions
+                if (
+                    base_guess.mimetype is None
+                    and base_guess.extension is None
+                    and result.prediction.output.is_text
+                    and output_mimetype == "text/csv"
+                    and not _looks_like_delimited_text(stream_page)
+                ):
+                    output_mimetype = "text/plain"
+                    output_extensions = ["txt"]
 
                 # Normalize the first extension listed
                 guessed_extension = None
-                if len(result.prediction.output.extensions) > 0:
-                    guessed_extension = "." + result.prediction.output.extensions[0]
+                if len(output_extensions) > 0:
+                    guessed_extension = "." + output_extensions[0]
 
                 # Determine if the guess is compatible with the base guess
                 compatible = True
                 if (
                     base_guess.mimetype is not None
-                    and base_guess.mimetype != result.prediction.output.mime_type
+                    and base_guess.mimetype != output_mimetype
                 ):
                     compatible = False
 
                 if (
                     base_guess.extension is not None
                     and base_guess.extension.lstrip(".")
-                    not in result.prediction.output.extensions
+                    not in output_extensions
                 ):
                     compatible = False
 
@@ -810,7 +837,7 @@ def _get_stream_info_guesses(
                     guesses.append(
                         StreamInfo(
                             mimetype=base_guess.mimetype
-                            or result.prediction.output.mime_type,
+                            or output_mimetype,
                             extension=base_guess.extension or guessed_extension,
                             charset=base_guess.charset or charset,
                             filename=base_guess.filename,
@@ -823,7 +850,7 @@ def _get_stream_info_guesses(
                     guesses.append(enhanced_guess)
                     guesses.append(
                         StreamInfo(
-                            mimetype=result.prediction.output.mime_type,
+                            mimetype=output_mimetype,
                             extension=guessed_extension,
                             charset=charset,
                             filename=base_guess.filename,
diff --git a/packages/markitdown/src/markitdown/converters/_csv_converter.py b/packages/markitdown/src/markitdown/converters/_csv_converter.py
index 331b0712a3..3c4bf4c990 100644
--- a/packages/markitdown/src/markitdown/converters/_csv_converter.py
+++ b/packages/markitdown/src/markitdown/converters/_csv_converter.py
@@ -54,6 +54,29 @@ def _trim_outer_blank_rows(rows: list[list[str]]) -> None:
     del rows[:header_index]
 
 
+def _looks_like_delimited_csv(file_stream: BinaryIO) -> bool:
+    """Return true when extensionless text has a real CSV-style delimiter."""
+    cur_pos = file_stream.tell()
+    try:
+        data = file_stream.read(8192)
+    finally:
+        file_stream.seek(cur_pos)
+
+    if not data:
+        return False
+
+    detected = from_bytes(data).best()
+    content = str(detected) if detected is not None else data.decode("utf-8", "ignore")
+    sample = content.lstrip("\ufeff")
+
+    try:
+        dialect = csv.Sniffer().sniff(sample, delimiters=",;\t|")
+    except csv.Error:
+        return False
+
+    return dialect.delimiter in {",", ";", "\t", "|"}
+
+
 class CsvConverter(DocumentConverter):
     """
     Converts CSV files to Markdown tables.
@@ -74,7 +97,7 @@ def accepts(
             return True
         for prefix in ACCEPTED_MIME_TYPE_PREFIXES:
             if mimetype.startswith(prefix):
-                return True
+                return _looks_like_delimited_csv(file_stream)
         return False
 
     def convert(
diff --git a/packages/markitdown/tests/test_csv_detection.py b/packages/markitdown/tests/test_csv_detection.py
new file mode 100644
index 0000000000..e1ec0a18d6
--- /dev/null
+++ b/packages/markitdown/tests/test_csv_detection.py
@@ -0,0 +1,26 @@
+import io
+
+from markitdown import MarkItDown
+
+
+def test_extensionless_log_text_is_not_rendered_as_csv_table() -> None:
+    content = (
+        "2026-09-12 18:00:01 INFO boot ok\n"
+        "2026-09-12 18:00:02 ERROR disk full\n"
+    )
+
+    result = MarkItDown(enable_plugins=False).convert_stream(
+        io.BytesIO(content.encode("utf-8"))
+    )
+
+    assert result.markdown == content
+
+
+def test_extensionless_comma_csv_is_still_rendered_as_table() -> None:
+    content = "name,age\nAlice,30\n"
+
+    result = MarkItDown(enable_plugins=False).convert_stream(
+        io.BytesIO(content.encode("utf-8"))
+    )
+
+    assert result.markdown == "| name | age |\n| --- | --- |\n| Alice | 30 |"