diff --git a/README.md b/README.md
index 0a4c769..1ec24fd 100644
--- a/README.md
+++ b/README.md
@@ -38,8 +38,11 @@ bash parse.sh gl**************************************  /path/to/your/file.pdf "
 
 AnyParser can extract text, numbers and symbols from PDF, images, etc. Check out each notebook below to run AnyParser within 10 lines of code!
 
-### [Extract a Table from PDF into Excel](https://github.com/CambioML/any-parser/blob/main/demo/pdf_to_html_to_excel.ipynb)
-Do you want to extract a complicated table from a financial report (PDF) into Excel spread sheet? Check out this notebook (3-min read)!
+### [Extract all text and layout from PDF into Markdown Format](https://github.com/CambioML/any-parser/blob/main/examples/pdf_to_markdown.ipynb)
+Are you an AI engineer who need to ACCURATELY extract both the text and its layout (e.g. table of content or markdown headers hierarchy) from a PDF. Check out this notebook demo (3-min read)!
 
 ### [Extract a Table from an Image into Markdown Format](https://github.com/CambioML/any-parser/blob/main/examples/extract_table_from_image_to_markdown.ipynb)
 Are you a financial analyst who need to extract ACCURATE number from a table in an image or a PDF. Check out this notebook (3-min read)!
+
+### [Extract a Table from PDF into Excel](https://github.com/CambioML/any-parser/blob/main/demo/pdf_to_html_to_excel.ipynb)
+Do you want to extract a complicated table from a financial report (PDF) into Excel spread sheet? Check out this notebook (3-min read)!