diff --git a/docs/conf.py b/docs/conf.py
index 2d03ade..4224156 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -130,7 +130,7 @@
     'networkx': ('https://networkx.org/documentation/stable/', None),
     'numpy':  ('https://numpy.org/doc/stable/', None),
     'pandas': ('https://pandas.pydata.org/pandas-docs/stable/', None),
-    'pdm': ('https://pdm.fming.dev/latest/', None),
+    'pdm': ('https://pdm-project.org/latest/', None),
     'pygraphviz': ('https://pygraphviz.github.io/documentation/stable/', None),
     'pytest': ('https://docs.pytest.org/en/7.4.x/', None),
     'python': ('https://docs.python.org/3', None),
diff --git a/docs/sources/usage.rst b/docs/sources/usage.rst
index 8c39d50..4c9d754 100644
--- a/docs/sources/usage.rst
+++ b/docs/sources/usage.rst
@@ -71,7 +71,7 @@ Some examples of common search are given below for Barclays Bank Plc.
 
 .. code:: python
 
-   >>> res = client.common_search('barclays bank', firm')
+   >>> res = client.common_search('barclays bank', 'firm')
    >>> res
    <Response [200]>
    >>> res.fsr_data
@@ -111,7 +111,7 @@ Here are some further examples of common search for firms, individuals and funds
      'Type of business or Individual': 'Individual',
      'Name': 'Mark Carney'}]
    #
-   >>> client.common_search(urlencode('jupiter asia pacific income', 'fund').fsr_data
+   >>> client.common_search('jupiter asia pacific income', 'fund').fsr_data
    [{'URL': 'https://register.fca.org.uk/services/V0.1/CIS/635641',
      'Status': 'Recognised',
      'Reference Number': '635641',