diff --git a/product-mixer/README.md b/product-mixer/README.md
index 1852d96c0..b167301b5 100644
--- a/product-mixer/README.md
+++ b/product-mixer/README.md
@@ -8,7 +8,7 @@ iterate on, and own product surface areas. It consists of:
 
 - **Core Libraries:** A set of libraries that enable you to build execution pipelines out of
   reusable components. You define your logic in small, well-defined, reusable components and focus
-  on expressing the business logic you want to have. Then you can define easy to understand pipelines
+  on expressing the business logic you want to have. Then you can define easy-to-understand pipelines
   that compose your components. Product Mixer handles the execution and monitoring of your pipelines
   allowing you to focus on what really matters, your business logic.
 
@@ -22,7 +22,7 @@ iterate on, and own product surface areas. It consists of:
 
 The bulk of a Product Mixer can be broken down into Pipelines and Components. Components allow you
 to break business logic into separate, standardized, reusable, testable, and easily composable
-pieces, where each component has a well defined abstraction. Pipelines are essentially configuration
+pieces, where each component has a well-defined abstraction. Pipelines are essentially configuration
 files specifying which Components should be used and when. This makes it easy to understand how your
 code will execute while keeping it organized and structured in a maintainable way.
 
@@ -32,7 +32,7 @@ Pipeline may run multiple Candidate Pipelines to fetch candidates to include in
 
 Mixer Pipelines combine the results of multiple heterogeneous Candidate Pipelines together
 (e.g. ads, tweets, users) while Recommendation Pipelines are used to score (via Scoring Pipelines)
-and rank the results of homogenous Candidate Pipelines so that the top ranked ones can be returned.
+and rank the results of homogenous Candidate Pipelines so that the top-ranked ones can be returned.
 These pipelines also marshall candidates into a domain object and then into a transport object
 to return to the caller.