diff --git a/README.md b/README.md
index aff37fc..07f1fcd 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,19 @@ An example of typical input would be something like this:
 > **bot:**  How can I help you?
 
 
-
+# 10 of the Most Innovative Chatbots on the Web 
+
+ 1. Endurance: A Companion for Dementia Patients
+ 2. Casper: Helping Insomniacs Get Through the Night
+ 3. Disney: Solving Crimes with Fictional Characters
+ 4. Marvel: Guarding the Galaxy with Comic-Book Crossovers
+ 5. UNICEF: Helping Marginalized Communities Be Heard
+ 6. MedWhat: Making Medical Diagnoses Faster
+ 7. Roof Ai: Generating and Assigning Leads Automatically
+ 8. NBC: Helping Newshounds Navigate the Headlines
+ 9. Unilever: Raising Awareness with Brand Mascots
+ 10. ALICE: The Bot That Launched a Thousand… Other Bots
+ 
 ## How it works
 
 An untrained instance of ChatBot starts off with no knowledge of how to communicate. Each time a user enters a statement, the library saves the text that they entered and the text that the statement was in response to. As ChatBot receives more input the number of responses that it can reply and the accuracy of each response in relation to the input statement increase. The program selects the closest matching response by searching for the closest matching known statement that matches the input, it then returns the most likely response to that statement based on how frequently each response is issued by the people the bot communicates with.