diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index a194c340c63a5..62bea85387622 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -527,7 +527,6 @@ if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
         -i "pandas.testing.assert_index_equal PR07,SA01" \
         -i "pandas.testing.assert_series_equal PR07,SA01" \
         -i "pandas.timedelta_range SA01" \
-        -i "pandas.tseries.api.guess_datetime_format SA01" \
         -i "pandas.tseries.offsets.BDay PR02,SA01" \
         -i "pandas.tseries.offsets.BMonthBegin PR02" \
         -i "pandas.tseries.offsets.BQuarterBegin PR02" \
diff --git a/pandas/_libs/tslibs/parsing.pyx b/pandas/_libs/tslibs/parsing.pyx
index c448a7e7c01b5..35d2433a707a0 100644
--- a/pandas/_libs/tslibs/parsing.pyx
+++ b/pandas/_libs/tslibs/parsing.pyx
@@ -859,6 +859,10 @@ def guess_datetime_format(dt_str: str, bint dayfirst=False) -> str | None:
     """
     Guess the datetime format of a given datetime string.
 
+    This function attempts to deduce the format of a given datetime string. It is
+    useful for situations where the datetime format is unknown and needs to be
+    determined for proper parsing. The function is not guaranteed to return a format.
+
     Parameters
     ----------
     dt_str : str
@@ -876,6 +880,12 @@ def guess_datetime_format(dt_str: str, bint dayfirst=False) -> str | None:
         datetime format string (for `strftime` or `strptime`),
         or None if it can't be guessed.
 
+    See Also
+    --------
+    to_datetime : Convert argument to datetime.
+    Timestamp : Pandas replacement for python datetime.datetime object.
+    DatetimeIndex : Immutable ndarray-like of datetime64 data.
+
     Examples
     --------
     >>> from pandas.tseries.api import guess_datetime_format