diff --git a/README.rst b/README.rst
index 666188f36653c99a6035d26b19add958660e08e4..ebc68f4cb5eb87bc68ab734ff8753daf36cd4036 100644
--- a/README.rst
+++ b/README.rst
@@ -3,7 +3,7 @@
 autoradio
 =========
 
-The *autoradio* service aims to provide a reliable, fault-tolerant Icecast
+The AutoRadio service aims to provide a reliable, fault-tolerant Icecast
 streaming network for audio and video. It provides all the necessary
 components to ensure that the traffic from the source to the clients
 is uninterrupted, even in face of high load or server crashes. All
@@ -12,10 +12,10 @@ this, if possible, without any operator intervention.
 It is a full-stack service, meaning that it includes its own DNS and
 HTTP servers, for full control of the request flow.
 
-RadioAI works by using etcd_ to coordinate the various nodes and store
+AutoRadio works by using etcd_ to coordinate the various nodes and store
 the global mount configuration. The intended target is a set of
 homogeneous servers (or virtual machines) dedicated to this purpose.
-RadioAI also needs a dedicated DNS domain (or a delegation for a
+AutoRadio also needs a dedicated DNS domain (or a delegation for a
 subdomain).
 
 
@@ -103,7 +103,7 @@ Operation
 ---------
 
 In order to create a new stream (*mount*, in the Icecast terminology),
-assuming you are running RadioAI on the ``example.com`` domain:
+assuming you are running AutoRadio on the ``example.com`` domain:
 
 #. On any node, run::