diff --git a/api/setup/analyzeMenuUrl.cfm b/api/setup/analyzeMenuUrl.cfm
index 1161748..07e649e 100644
--- a/api/setup/analyzeMenuUrl.cfm
+++ b/api/setup/analyzeMenuUrl.cfm
@@ -68,6 +68,109 @@
             <cfset playwrightImages = arrayNew(1)>
             <cfset arrayAppend(response.steps, "Read " & len(pageHtml) & " bytes from local file")>
 
+            <!--- Check for Toast __OO_STATE__ - parse directly, skip Claude --->
+            <cfif findNoCase("window.__OO_STATE__", pageHtml)>
+                <cfset arrayAppend(response.steps, "Toast menu detected - parsing __OO_STATE__ directly")>
+
+                <!--- Extract the JSON using regex --->
+                <cfset ooStateMatch = reMatchNoCase("window\.__OO_STATE__\s*=\s*(\{.*?\});\s*window\.", pageHtml)>
+                <cfif arrayLen(ooStateMatch)>
+                    <cfset ooStateJson = reReplaceNoCase(ooStateMatch[1], "window\.__OO_STATE__\s*=\s*", "")>
+                    <cfset ooStateJson = reReplace(ooStateJson, ";\s*window\.$", "")>
+
+                    <cftry>
+                        <cfset ooState = deserializeJSON(ooStateJson)>
+                        <cfset arrayAppend(response.steps, "Parsed __OO_STATE__ JSON successfully")>
+
+                        <!--- Extract menus, categories, and items --->
+                        <cfset toastBusiness = structNew()>
+                        <cfset toastCategories = arrayNew(1)>
+                        <cfset toastItems = arrayNew(1)>
+                        <cfset categorySet = structNew()>
+                        <cfset itemId = 1>
+
+                        <cfloop collection="#ooState#" item="key">
+                            <cfif left(key, 5) EQ "Menu:">
+                                <cfset menu = ooState[key]>
+                                <cfif structKeyExists(menu, "groups") AND isArray(menu.groups)>
+                                    <cfloop array="#menu.groups#" index="group">
+                                        <cfset groupName = structKeyExists(group, "name") ? group.name : "">
+                                        <cfif len(groupName) AND NOT structKeyExists(categorySet, groupName)>
+                                            <cfset categorySet[groupName] = true>
+                                            <cfset arrayAppend(toastCategories, { "name": groupName, "itemCount": 0 })>
+                                        </cfif>
+
+                                        <cfif structKeyExists(group, "items") AND isArray(group.items)>
+                                            <cfloop array="#group.items#" index="item">
+                                                <cfset itemStruct = structNew()>
+                                                <cfset itemStruct["id"] = "item_" & itemId>
+                                                <cfset itemStruct["name"] = structKeyExists(item, "name") ? item.name : "">
+                                                <cfset itemStruct["description"] = structKeyExists(item, "description") ? item.description : "">
+                                                <cfset itemStruct["category"] = groupName>
+                                                <cfset itemStruct["modifiers"] = arrayNew(1)>
+
+                                                <!--- Handle prices (array for sizes) --->
+                                                <cfif structKeyExists(item, "prices") AND isArray(item.prices) AND arrayLen(item.prices)>
+                                                    <cfset itemStruct["price"] = item.prices[1]>
+                                                <cfelseif structKeyExists(item, "price")>
+                                                    <cfset itemStruct["price"] = item.price>
+                                                <cfelse>
+                                                    <cfset itemStruct["price"] = 0>
+                                                </cfif>
+
+                                                <!--- Handle images --->
+                                                <cfif structKeyExists(item, "imageUrls") AND isStruct(item.imageUrls)>
+                                                    <cfset imgUrls = item.imageUrls>
+                                                    <cfif structKeyExists(imgUrls, "medium")>
+                                                        <cfset itemStruct["imageUrl"] = imgUrls.medium>
+                                                        <cfset itemStruct["imageSrc"] = imgUrls.medium>
+                                                        <cfset itemStruct["imageFilename"] = listLast(imgUrls.medium, "/")>
+                                                    <cfelseif structKeyExists(imgUrls, "large")>
+                                                        <cfset itemStruct["imageUrl"] = imgUrls.large>
+                                                        <cfset itemStruct["imageSrc"] = imgUrls.large>
+                                                        <cfset itemStruct["imageFilename"] = listLast(imgUrls.large, "/")>
+                                                    </cfif>
+                                                </cfif>
+
+                                                <cfif len(itemStruct.name)>
+                                                    <cfset arrayAppend(toastItems, itemStruct)>
+                                                    <cfset itemId++>
+                                                </cfif>
+                                            </cfloop>
+                                        </cfif>
+                                    </cfloop>
+                                </cfif>
+                            </cfif>
+                        </cfloop>
+
+                        <cfset arrayAppend(response.steps, "Extracted " & arrayLen(toastItems) & " items from " & arrayLen(toastCategories) & " categories")>
+
+                        <!--- Return directly without Claude --->
+                        <cfset response["OK"] = true>
+                        <cfset response["DATA"] = {
+                            "business": toastBusiness,
+                            "categories": toastCategories,
+                            "modifiers": arrayNew(1),
+                            "items": toastItems,
+                            "imageUrls": arrayNew(1),
+                            "headerCandidateIndices": arrayNew(1),
+                            "imageMappings": arrayNew(1)
+                        }>
+                        <cfset response["sourceUrl"] = targetUrl>
+                        <cfset response["pagesProcessed"] = 1>
+                        <cfset response["imagesFound"] = 0>
+                        <cfset response["playwrightImagesCount"] = 0>
+                        <cfset response["toastDirect"] = true>
+                        <cfoutput>#serializeJSON(response)#</cfoutput>
+                        <cfabort>
+
+                    <cfcatch type="any">
+                        <cfset arrayAppend(response.steps, "Toast JSON parse failed: " & cfcatch.message & " - falling back to Claude")>
+                    </cfcatch>
+                    </cftry>
+                </cfif>
+            </cfif>
+
             <!--- Extract base URL for resolving relative links --->
             <cfset baseUrl = reReplace(targetUrl, "(https?://[^/]+).*", "\1")>
             <cfset basePath = reReplace(targetUrl, "(https?://[^/]+/[^?]*/?).*", "\1")>