diff --git a/api/setup/analyzeMenuUrl.cfm b/api/setup/analyzeMenuUrl.cfm
index aaf4823..c2d3e02 100644
--- a/api/setup/analyzeMenuUrl.cfm
+++ b/api/setup/analyzeMenuUrl.cfm
@@ -1034,6 +1034,9 @@
                                             <cfset itemStruct["name"] = trim(item.name)>
                                             <cfset itemStruct["category"] = groupName>
                                             <cfset itemStruct["modifiers"] = arrayNew(1)>
+                                            <cfset itemStruct["hasModifiers"] = structKeyExists(item, "hasModifiers") AND item.hasModifiers EQ true>
+                                            <cfset itemStruct["guid"] = structKeyExists(item, "guid") ? item.guid : "">
+                                            <cfset itemStruct["itemGroupGuid"] = structKeyExists(item, "itemGroupGuid") ? item.itemGroupGuid : "">
                                             <cfset itemStruct["description"] = "">
                                             <cfif structKeyExists(item, "description") AND NOT isNull(item.description)>
                                                 <cfset itemStruct["description"] = trim(toString(item.description))>
@@ -1101,6 +1104,9 @@
                                                 <cfset itemStruct["name"] = trim(subItem.name)>
                                                 <cfset itemStruct["category"] = subName>
                                                 <cfset itemStruct["modifiers"] = arrayNew(1)>
+                                                <cfset itemStruct["hasModifiers"] = structKeyExists(subItem, "hasModifiers") AND subItem.hasModifiers EQ true>
+                                                <cfset itemStruct["guid"] = structKeyExists(subItem, "guid") ? subItem.guid : "">
+                                                <cfset itemStruct["itemGroupGuid"] = structKeyExists(subItem, "itemGroupGuid") ? subItem.itemGroupGuid : "">
                                                 <cfset itemStruct["description"] = "">
                                                 <cfif structKeyExists(subItem, "description") AND NOT isNull(subItem.description)>
                                                     <cfset itemStruct["description"] = trim(toString(subItem.description))>
@@ -1184,13 +1190,89 @@
 
                 <cfset arrayAppend(response.steps, "Extracted " & arrayLen(toastItems) & " items from " & arrayLen(toastCategories) & " categories via __OO_STATE__")>
 
+                <!--- Extract Toast modifiers via Playwright if items have modifiers --->
+                <cfset toastModifiers = arrayNew(1)>
+                <cfset modifierItemCount = 0>
+                <cfloop array="#toastItems#" index="ti">
+                    <cfif structKeyExists(ti, "hasModifiers") AND ti.hasModifiers>
+                        <cfset modifierItemCount++>
+                    </cfif>
+                </cfloop>
+
+                <cfif modifierItemCount GT 0>
+                    <cfset arrayAppend(response.steps, modifierItemCount & " items have modifiers - extracting via Playwright")>
+                    <cftry>
+                        <!--- Determine Toast URL for Playwright --->
+                        <cfset toastUrl = "">
+                        <cfif isDefined("targetUrl") AND reFindNoCase("order\.toasttab\.com", targetUrl)>
+                            <!--- URL mode: use original URL --->
+                            <cfset toastUrl = targetUrl>
+                        <cfelse>
+                            <!--- Saved HTML mode: extract slug from HTML --->
+                            <!--- Try __APOLLO_STATE__ shortUrl first --->
+                            <cfset slugMatch = reMatchNoCase('"shortUrl"\s*:\s*"([^"]+)"', pageHtml)>
+                            <cfif arrayLen(slugMatch)>
+                                <cfset slug = reReplaceNoCase(slugMatch[1], '.*"shortUrl"\s*:\s*"([^"]+)".*', '\1')>
+                                <cfset toastUrl = "https://order.toasttab.com/online/" & slug>
+                            </cfif>
+                            <!--- Try gift card URL pattern --->
+                            <cfif NOT len(toastUrl)>
+                                <cfset giftMatch = reMatchNoCase('toasttab\.com/([a-zA-Z0-9_-]+)/giftcards', pageHtml)>
+                                <cfif arrayLen(giftMatch)>
+                                    <cfset slug = reReplaceNoCase(giftMatch[1], '.*toasttab\.com/([a-zA-Z0-9_-]+)/giftcards.*', '\1')>
+                                    <cfset toastUrl = "https://order.toasttab.com/online/" & slug>
+                                </cfif>
+                            </cfif>
+                        </cfif>
+
+                        <cfif len(toastUrl)>
+                            <cfset arrayAppend(response.steps, "Fetching modifiers from: " & toastUrl)>
+                            <cfset modOutput = "">
+                            <cfexecute name="/opt/playwright/run-toast-modifiers.sh" arguments="'#toastUrl#'" timeout="180" variable="modOutput" />
+
+                            <cfif len(trim(modOutput))>
+                                <cfset modResult = deserializeJSON(modOutput)>
+
+                                <!--- Extract modifiers --->
+                                <cfif structKeyExists(modResult, "modifiers") AND isArray(modResult.modifiers)>
+                                    <cfset toastModifiers = modResult.modifiers>
+                                    <cfset arrayAppend(response.steps, "Extracted " & arrayLen(toastModifiers) & " unique modifier groups")>
+                                </cfif>
+
+                                <!--- Map modifiers to items --->
+                                <cfif structKeyExists(modResult, "itemModifierMap") AND isStruct(modResult.itemModifierMap)>
+                                    <cfset modMap = modResult.itemModifierMap>
+                                    <cfloop from="1" to="#arrayLen(toastItems)#" index="mi">
+                                        <cfif structKeyExists(modMap, toastItems[mi].name)>
+                                            <cfset toastItems[mi]["modifiers"] = modMap[toastItems[mi].name]>
+                                        </cfif>
+                                    </cfloop>
+                                    <cfset arrayAppend(response.steps, "Mapped modifiers to " & structCount(modMap) & " items")>
+                                </cfif>
+
+                                <!--- Log stats --->
+                                <cfif structKeyExists(modResult, "stats") AND isStruct(modResult.stats)>
+                                    <cfset arrayAppend(response.steps, "Modifier stats: " & serializeJSON(modResult.stats))>
+                                </cfif>
+                            <cfelse>
+                                <cfset arrayAppend(response.steps, "Playwright modifier script returned empty output")>
+                            </cfif>
+                        <cfelse>
+                            <cfset arrayAppend(response.steps, "Could not determine Toast URL for modifier extraction")>
+                        </cfif>
+                    <cfcatch>
+                        <cfset arrayAppend(response.steps, "Modifier extraction failed: " & cfcatch.message & " - continuing without modifiers")>
+                    </cfcatch>
+                    </cftry>
+                </cfif>
+
                 <!--- Build and return response directly - skip Claude --->
                 <cfif arrayLen(toastItems) GT 0>
                     <cfset menuData = structNew()>
                     <cfset menuData["business"] = toastBusiness>
                     <cfset menuData["categories"] = toastCategories>
                     <cfset menuData["items"] = toastItems>
-                    <cfset menuData["modifiers"] = arrayNew(1)>
+                    <cfset menuData["modifiers"] = toastModifiers>
                     <cfset menuData["imageUrls"] = arrayNew(1)>
                     <cfset menuData["imageMappings"] = imageMappings>
                     <cfset menuData["headerCandidateIndices"] = arrayNew(1)>