diff --git a/api/setup/analyzeMenuUrl.cfm b/api/setup/analyzeMenuUrl.cfm
index 60d4e22..86b726a 100644
--- a/api/setup/analyzeMenuUrl.cfm
+++ b/api/setup/analyzeMenuUrl.cfm
@@ -285,8 +285,9 @@
                                 <!--- Debug: log all top-level keys in OO_STATE --->
                                 <cfset ooStateKeys = structKeyList(ooState)>
                                 <cfset arrayAppend(response.steps, "OO_STATE keys: " & left(ooStateKeys, 500))>
-                                <!--- Build name -> image URL map from OO_STATE --->
+                                <!--- Build name -> image URL map and name -> category map from OO_STATE --->
                                 <cfset imageMap = structNew()>
+                                <cfset itemCategoryMap = structNew()>
                                 <cfloop collection="#ooState#" item="key">
                                     <!--- Extract restaurant/business info --->
                                     <cfif left(key, 11) EQ "Restaurant:">
@@ -316,19 +317,36 @@
                                             <cfset toastBusiness["brandColor"] = replace(restaurant.brandColor, "##", "")>
                                         </cfif>
                                     </cfif>
-                                    <!--- Extract menu items and images --->
+                                    <!--- Extract menu items, images, and CATEGORIES --->
                                     <cfif left(key, 5) EQ "Menu:">
                                         <cfset menu = ooState[key]>
                                         <cfif structKeyExists(menu, "groups") AND isArray(menu.groups)>
                                             <cfloop array="#menu.groups#" index="group">
+                                                <!--- Extract category name from group --->
+                                                <cfset groupName = "">
+                                                <cfif structKeyExists(group, "name") AND len(trim(group.name))>
+                                                    <cfset groupName = trim(group.name)>
+                                                    <!--- Add to categories if not already there --->
+                                                    <cfif NOT structKeyExists(categorySet, groupName)>
+                                                        <cfset categorySet[groupName] = true>
+                                                        <cfset arrayAppend(toastCategories, { "name": groupName, "itemCount": 0 })>
+                                                    </cfif>
+                                                </cfif>
                                                 <cfif structKeyExists(group, "items") AND isArray(group.items)>
                                                     <cfloop array="#group.items#" index="item">
-                                                        <cfif structKeyExists(item, "name") AND structKeyExists(item, "imageUrls")>
-                                                            <cfset imgUrls = item.imageUrls>
-                                                            <cfif structKeyExists(imgUrls, "medium")>
-                                                                <cfset imageMap[item.name] = imgUrls.medium>
-                                                            <cfelseif structKeyExists(imgUrls, "large")>
-                                                                <cfset imageMap[item.name] = imgUrls.large>
+                                                        <cfif structKeyExists(item, "name")>
+                                                            <!--- Map item name to category --->
+                                                            <cfif len(groupName)>
+                                                                <cfset itemCategoryMap[item.name] = groupName>
+                                                            </cfif>
+                                                            <!--- Extract image URLs --->
+                                                            <cfif structKeyExists(item, "imageUrls")>
+                                                                <cfset imgUrls = item.imageUrls>
+                                                                <cfif structKeyExists(imgUrls, "medium")>
+                                                                    <cfset imageMap[item.name] = imgUrls.medium>
+                                                                <cfelseif structKeyExists(imgUrls, "large")>
+                                                                    <cfset imageMap[item.name] = imgUrls.large>
+                                                                </cfif>
                                                             </cfif>
                                                         </cfif>
                                                     </cfloop>
@@ -337,8 +355,9 @@
                                         </cfif>
                                     </cfif>
                                 </cfloop>
-                                <!--- Apply images to items --->
+                                <!--- Apply images and categories to items --->
                                 <cfset imagesMatched = 0>
+                                <cfset categoriesMatched = 0>
                                 <cfloop from="1" to="#arrayLen(toastItems)#" index="i">
                                     <cfif structKeyExists(imageMap, toastItems[i].name)>
                                         <cfset toastItems[i]["imageUrl"] = imageMap[toastItems[i].name]>
@@ -346,8 +365,13 @@
                                         <cfset toastItems[i]["imageFilename"] = listLast(imageMap[toastItems[i].name], "/")>
                                         <cfset imagesMatched++>
                                     </cfif>
+                                    <!--- Apply category from __OO_STATE__ --->
+                                    <cfif structKeyExists(itemCategoryMap, toastItems[i].name)>
+                                        <cfset toastItems[i]["category"] = itemCategoryMap[toastItems[i].name]>
+                                        <cfset categoriesMatched++>
+                                    </cfif>
                                 </cfloop>
-                                <cfset arrayAppend(response.steps, "Matched " & imagesMatched & " images from __OO_STATE__")>
+                                <cfset arrayAppend(response.steps, "Matched " & imagesMatched & " images, " & categoriesMatched & " categories from __OO_STATE__")>
                                 <cfif structCount(toastBusiness) GT 0>
                                     <cfset arrayAppend(response.steps, "Extracted business info: " & structKeyList(toastBusiness))>
                                 </cfif>