diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3286cc1a..066668b7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,10 @@
+## [2.23.1](https://github.com/xability/maidr/compare/v2.23.0...v2.23.1) (2024-11-22)
+
+
+### Bug Fixes
+
+* address feedback for llm verification ([#600](https://github.com/xability/maidr/issues/600)) ([38768f4](https://github.com/xability/maidr/commit/38768f4609c73d7ce311c6ead8d19ba4c486d755))
+
 # [2.23.0](https://github.com/xability/maidr/compare/v2.22.1...v2.23.0) (2024-11-21)
 
 
diff --git a/package.json b/package.json
index 1643eb88..7c5268ac 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "maidr",
-  "version": "2.23.0",
+  "version": "2.23.1",
   "description": "maidr: Multimodal Access and Interactive Data Representation. maidr is a system for non-visual access and control of statistical charts. It aims to provide an inclusive experience for users with visual impairments by offering multiple modes of interaction: braille, text, and sonification. This comprehensive  approach enhances the accessibility of data visualization and encourages a multi-model exploration on visualization. Check out the current build: [MAIDR Demo](https://xability.github.io/maidr/user_study_pilot/intro.html).",
   "main": "dist/maidr.js",
   "scripts": {