diff --git a/core/src/Streamly/Data/Scanr.hs b/core/src/Streamly/Data/Scanr.hs
index 4fd5c6037..246f26c92 100644
--- a/core/src/Streamly/Data/Scanr.hs
+++ b/core/src/Streamly/Data/Scanr.hs
@@ -6,12 +6,13 @@
 -- Stability   : experimental
 -- Portability : GHC
 --
--- The 'Scan' type represents a stateful transformation from a stream to
--- another stream. In general, using scans, we can split a stream into
--- multiple streams and perform different stateful computations in each branch
+-- 'Scanr' is a right scan. The 'Scanr' type facilitates a stateful
+-- transformation from a stream to another stream. In addition to simple
+-- transformation of a stream, scans can also be used to split a stream into
+-- multiple branches, perform different stateful transformations in each branch
 -- and then merge the results back into a single stream.
 --
--- You can run a scan on a stream using 'Streamly.Data.Stream.runScan'.
+-- A scan can be run on a stream using 'Streamly.Data.Stream.scanr'.
 --
 -- == Example
 --
@@ -49,17 +50,15 @@
 -- A scan represents a stateful transformation of a stream. It is a consumer as
 -- well as a producer of streams. When it consumes an input, it uses its
 -- internal state and the input to produce an output. It may skip an output, on
--- one input it can produce at most one output.
+-- one input it can produce at most one output, in other words it can shrink or
+-- filter a stream but it cannot expand it.
 --
--- == Scans vs Folds
+-- == Scanr vs Scanl
 --
--- Folds and scans both are consumers of streams. While the output of scans is
--- a stream, the output of folds is a singleton value. A fold is equivalent to
--- a scan which produces only the final value in the output stream.
---
--- Folds provide an applicative and monad behavior to consume the stream in
--- parts and compose the folded results. Scans provide category like
--- composition and stream zip applicative behavior.
+-- 'Scanr' is a right scan, and 'Scanl' is a left scan. 'Scanr' is to 'Stream'
+-- as 'Scanl' is to 'Fold'. 'Scanr' is for composing producer stream
+-- transformations whereas 'Scanl' is for composing consumer stream
+-- transformations.
 --
 -- == Compositions
 --
diff --git a/core/src/Streamly/Internal/Data/Scanr.hs b/core/src/Streamly/Internal/Data/Scanr.hs
index 37ffdfd09..092745126 100644
--- a/core/src/Streamly/Internal/Data/Scanr.hs
+++ b/core/src/Streamly/Internal/Data/Scanr.hs
@@ -6,20 +6,26 @@
 -- Stability   : experimental
 -- Portability : GHC
 --
--- Scans vs pipes:
+-- Right scans.
 --
--- A scan is a simpler version of pipes. A scan always consumes an input and
--- may or may not produce an output. It can produce at most one output on one
--- input. Whereas a pipe may produce output even without consuming anything or
--- it can produce multiple outputs on a single input. Scans are simpler
--- abstractions to think about and easier for the compiler to optimize.
+-- == Scanr vs Stream
 --
--- Scanr vs Stream
+-- A scan is a generalization of a stream. Like streams, a scan has an internal
+-- state. Unlike a stream, a scan produces an output only on an input, the
+-- output is a function of the scan state and the input. A scan produces at
+-- most one output on one input, in other words it is driven solely by the
+-- input, it cannot produce output on its own. A @Scanr m () a@ can represent a
+-- @Stream m a@ by supplying the scan with () inputs.
 --
--- A Scan m () a can be converted into a Stream m a by supplying the Scan with
--- () inputs.
+-- == Scans vs pipes:
 --
--- What kind of compositions are possible with scans?
+-- A scan is a simpler version of pipes. It can produce at most one output on
+-- one input. Whereas a pipe may produce output even without consuming anything
+-- or it can produce multiple outputs on a single input. Scans are simpler
+-- abstractions to think about compared to pipes and easier for the compiler to
+-- optimize and fuse.
+--
+-- == Compositions
 --
 -- Append: this is the easiest. The behavior is simple even in presence of
 -- filtering (Skip) and termination (Stop). Skip translates to Skip, Stop