diff --git a/plot/src/key.rs b/plot/src/key.rs
index e8847d69..b5d80683 100644
--- a/plot/src/key.rs
+++ b/plot/src/key.rs
@@ -192,7 +192,7 @@ pub enum Order {
 // TODO XY position
 #[derive(Clone, Copy)]
 pub enum Position {
-    /// Inside the area surrounded by the four (BottomX, TopX, LeftY and RightY) axes
+    /// Inside the area surrounded by the four (Bottom X, Top X, Left Y and Right Y) axes
     Inside(Vertical, Horizontal),
     /// Outside of that area
     Outside(Vertical, Horizontal),
diff --git a/plot/src/lib.rs b/plot/src/lib.rs
index a948defb..7ddbb3be 100644
--- a/plot/src/lib.rs
+++ b/plot/src/lib.rs
@@ -361,14 +361,12 @@
 //!     }));
 //! ```
 
-#![deny(missing_docs)]
+#![deny(clippy::doc_markdown, missing_docs)]
 #![deny(warnings)]
 #![deny(bare_trait_objects)]
 // This lint has lots of false positives ATM, see
 // https://github.com/Manishearth/rust-clippy/issues/761
 #![allow(clippy::new_without_default)]
-// False positives with images
-#![allow(clippy::doc_markdown)]
 #![allow(clippy::many_single_char_names)]
 
 extern crate cast;
diff --git a/src/bencher.rs b/src/bencher.rs
index 6694d281..369c1ce8 100644
--- a/src/bencher.rs
+++ b/src/bencher.rs
@@ -374,7 +374,7 @@ impl<'a, M: Measurement> Bencher<'a, M> {
         self.iterated = false;
     }
 
-    /// Convert this bencher into an AsyncBencher, which enables async/await support.
+    /// Convert this bencher into an [`AsyncBencher`], which enables async/await support.
     #[cfg(feature = "async")]
     pub fn to_async<'b, A: AsyncExecutor>(&'b mut self, runner: A) -> AsyncBencher<'a, 'b, A, M> {
         AsyncBencher { b: self, runner }
diff --git a/src/error.rs b/src/error.rs
index 459a716f..6c559c68 100644
--- a/src/error.rs
+++ b/src/error.rs
@@ -23,7 +23,7 @@ pub enum Error {
         inner: SerdeError,
     },
     #[cfg(feature = "csv_output")]
-    /// This API requires the following crate features to be activated: csv_output
+    /// This API requires the following crate features to be activated: `csv_output`
     CsvError(CsvError),
 }
 impl fmt::Display for Error {
diff --git a/src/lib.rs b/src/lib.rs
index 547d9904..0371db49 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -15,7 +15,7 @@
 //! * Produces detailed charts, providing thorough understanding of your code's
 //!   performance behavior.
 
-#![warn(missing_docs)]
+#![warn(clippy::doc_markdown, missing_docs)]
 #![warn(bare_trait_objects)]
 #![allow(
         clippy::just_underscores_and_digits, // Used in the stats code