diff --git a/docs/agent-wordlift/prompt-reference.md b/docs/agent-wordlift/prompt-reference.md
index 0259ecd..dd45ad0 100644
--- a/docs/agent-wordlift/prompt-reference.md
+++ b/docs/agent-wordlift/prompt-reference.md
@@ -11,14 +11,14 @@ This table showcases some of the valuable functionalities available within Agent
 
 | Function | Description | Sample Prompt |
 |---|---|---|
-| Analyze Text | Extract entities and keywords from a given text. | ```md analyze this text to identify the main entities and keywords: 'The quick brown fox jumps over the lazy dog.' ``` |
-| Analyze URL | Gather webpage entities from a specified URL. | ```md analyze the entities on this webpage: 'https://www.example.com/article-about-space-exploration' ``` |
-| Analyze Query | Analyze Google Search results for a specific query. | ```md analyze the query 'best practices for sustainable gardening' on google.co.uk ``` |
-| Domain-Specific Search | Conduct focused research on the user's website content. | ```md perform a domain-specific search for articles related to 'artificial intelligence' on my website ```  |
-| Content Expansion | Expand the content of a given URL based on specified entities. | ```md expand the content of this URL 'https://www.example.com/blog-post' by focusing on the entities 'renewable energy' and 'solar panels' ``` |
-| Content Creation | Create content based on insights from domain-specific searches and user input. | ```md create a new article about 'the impact of blockchain technology on finance' using insights from our website's existing content' ``` |
-| Entity Gap Analysis | Identify the gap between entities in a URL and those in top-ranking Google results for a specific query. | ```md perform an entity gap analysis for 'https://www.example.com/seo-tips' against the query 'how to improve SEO rankings' ``` |
-| SEO Score Analysis | Assess the SEO relevance and trustworthiness of a URL or text content for a specific keyword. | ```md analyze the SEO score for the keyword 'organic coffee' in relation to the content on 'https://www.example.com/organic-coffee-benefits' ``` |
-| Generate Diagram | Visualize information such as entity relationships or topic clusters using diagrams. | ```md generate a mind map to visualize the topic clusters for 'sustainable farming practices' ``` |
-| Fact-Checking | Assess the accuracy of statements or claims using the WordLift Fact-Checking tool. | ```md fact-check this statement: 'Drinking two liters of water a day can significantly reduce the risk of kidney stones' ``` |
-| Keyword Suggestions | Generate keyword suggestions based on a given keyword to assist with SEO and content strategy. | ```md generate keyword suggestions based on 'sustainable living' to refine content focus and enhance discoverability online' ``` |
+| Analyze Text | Extract entities and keywords from a given text. | `md analyze this text to identify the main entities and keywords: 'The quick brown fox jumps over the lazy dog.' ` |
+| Analyze URL | Gather webpage entities from a specified URL. | `md analyze the entities on this webpage: 'https://www.example.com/article-about-space-exploration' ` |
+| Analyze Query | Analyze Google Search results for a specific query. | `md analyze the query 'best practices for sustainable gardening' on google.co.uk ` |
+| Domain-Specific Search | Conduct focused research on the user's website content. | `md perform a domain-specific search for articles related to 'artificial intelligence' on my website `  |
+| Content Expansion | Expand the content of a given URL based on specified entities. | `md expand the content of this URL 'https://www.example.com/blog-post' by focusing on the entities 'renewable energy' and 'solar panels' ` |
+| Content Creation | Create content based on insights from domain-specific searches and user input. | `md create a new article about 'the impact of blockchain technology on finance' using insights from our website's existing content' ` |
+| Entity Gap Analysis | Identify the gap between entities in a URL and those in top-ranking Google results for a specific query. | `md perform an entity gap analysis for 'https://www.example.com/seo-tips' against the query 'how to improve SEO rankings' ` |
+| SEO Score Analysis | Assess the SEO relevance and trustworthiness of a URL or text content for a specific keyword. | `md analyze the SEO score for the keyword 'organic coffee' in relation to the content on 'https://www.example.com/organic-coffee-benefits' ` |
+| Generate Diagram | Visualize information such as entity relationships or topic clusters using diagrams. | `md generate a mind map to visualize the topic clusters for 'sustainable farming practices' ` |
+| Fact-Checking | Assess the accuracy of statements or claims using the WordLift Fact-Checking tool. | `md fact-check this statement: 'Drinking two liters of water a day can significantly reduce the risk of kidney stones' ` |
+| Keyword Suggestions | Generate keyword suggestions based on a given keyword to assist with SEO and content strategy. | `md generate keyword suggestions based on 'sustainable living' to refine content focus and enhance discoverability online' `|