diff --git a/api/setup/analyzeMenuUrl.cfm b/api/setup/analyzeMenuUrl.cfm
index f6d54e7..41d8bce 100644
--- a/api/setup/analyzeMenuUrl.cfm
+++ b/api/setup/analyzeMenuUrl.cfm
@@ -505,6 +505,119 @@
                     </cftry>
 
                     <cfset arrayAppend(response.steps, "Extracted " & arrayLen(toastItems) & " unique items from " & arrayLen(toastCategories) & " categories")>
+
+                    <!--- Scan for images in ZIP and analyze them for business info --->
+                    <cftry>
+                        <cfdirectory action="list" directory="#extractDir#" name="zipImages" recurse="true" type="file">
+                        <cfset imageExtensions = "jpg,jpeg,png,gif,webp">
+                        <cfset zipImageFiles = []>
+                        <cfloop query="zipImages">
+                            <cfset imgExt = lCase(listLast(zipImages.name, "."))>
+                            <cfif listFindNoCase(imageExtensions, imgExt)>
+                                <!--- Skip small files (likely icons) and _files folder assets --->
+                                <cfif zipImages.size GT 10000 AND NOT findNoCase("_files", zipImages.directory)>
+                                    <cfset arrayAppend(zipImageFiles, "#zipImages.directory#/#zipImages.name#")>
+                                </cfif>
+                            </cfif>
+                        </cfloop>
+
+                        <cfif arrayLen(zipImageFiles) GT 0>
+                            <cfset arrayAppend(response.steps, "Found " & arrayLen(zipImageFiles) & " images in ZIP to analyze for business info")>
+
+                            <!--- Analyze up to 3 images for business info --->
+                            <cfset imgLimit = min(arrayLen(zipImageFiles), 3)>
+                            <cfloop from="1" to="#imgLimit#" index="imgIdx">
+                                <cfset imgPath = zipImageFiles[imgIdx]>
+                                <cftry>
+                                    <cfset imgContent = fileReadBinary(imgPath)>
+                                    <cfset imgExt = lCase(listLast(imgPath, "."))>
+                                    <cfset mediaType = "image/jpeg">
+                                    <cfif imgExt EQ "png"><cfset mediaType = "image/png">
+                                    <cfelseif imgExt EQ "gif"><cfset mediaType = "image/gif">
+                                    <cfelseif imgExt EQ "webp"><cfset mediaType = "image/webp">
+                                    </cfif>
+
+                                    <cfset base64Img = toBase64(imgContent)>
+                                    <cfset arrayAppend(response.steps, "Analyzing image: " & listLast(imgPath, "/\"))>
+
+                                    <!--- Build Claude request for business info extraction --->
+                                    <cfset imgMsgContent = []>
+                                    <cfset arrayAppend(imgMsgContent, {
+                                        "type": "image",
+                                        "source": {
+                                            "type": "base64",
+                                            "media_type": mediaType,
+                                            "data": base64Img
+                                        }
+                                    })>
+                                    <cfset arrayAppend(imgMsgContent, {
+                                        "type": "text",
+                                        "text": "Extract business information from this image. Return JSON with: name, addressLine1, city, state, zip, phone, hours, brandColor (6-digit hex without #). Only include fields you can see. Return ONLY valid JSON, no markdown."
+                                    })>
+
+                                    <cfset imgRequest = {
+                                        "model": "claude-sonnet-4-20250514",
+                                        "max_tokens": 1024,
+                                        "temperature": 0,
+                                        "messages": [{
+                                            "role": "user",
+                                            "content": imgMsgContent
+                                        }]
+                                    }>
+
+                                    <cfhttp url="https://api.anthropic.com/v1/messages" method="POST" timeout="60" result="imgHttpResult">
+                                        <cfhttpparam type="header" name="Content-Type" value="application/json">
+                                        <cfhttpparam type="header" name="x-api-key" value="#CLAUDE_API_KEY#">
+                                        <cfhttpparam type="header" name="anthropic-version" value="2023-06-01">
+                                        <cfhttpparam type="body" value="#serializeJSON(imgRequest)#">
+                                    </cfhttp>
+
+                                    <cfif findNoCase("200", imgHttpResult.statusCode)>
+                                        <cfset imgResponse = deserializeJSON(imgHttpResult.fileContent)>
+                                        <cfif structKeyExists(imgResponse, "content") AND arrayLen(imgResponse.content)>
+                                            <cfset imgText = imgResponse.content[1].text>
+                                            <!--- Clean up JSON --->
+                                            <cfset imgText = trim(imgText)>
+                                            <cfif left(imgText, 7) EQ "```json">
+                                                <cfset imgText = mid(imgText, 8, len(imgText) - 7)>
+                                            </cfif>
+                                            <cfif left(imgText, 3) EQ "```">
+                                                <cfset imgText = mid(imgText, 4, len(imgText) - 3)>
+                                            </cfif>
+                                            <cfif right(imgText, 3) EQ "```">
+                                                <cfset imgText = left(imgText, len(imgText) - 3)>
+                                            </cfif>
+                                            <cfset imgText = trim(imgText)>
+
+                                            <cftry>
+                                                <cfset imgBizData = deserializeJSON(imgText)>
+                                                <!--- Merge into toastBusiness (only fill in missing fields) --->
+                                                <cfset bizFieldsToCheck = "name,addressLine1,city,state,zip,phone,hours,brandColor">
+                                                <cfloop list="#bizFieldsToCheck#" index="bizField">
+                                                    <cfif structKeyExists(imgBizData, bizField) AND isSimpleValue(imgBizData[bizField]) AND len(trim(imgBizData[bizField]))>
+                                                        <cfif NOT structKeyExists(toastBusiness, bizField) OR NOT len(toastBusiness[bizField])>
+                                                            <cfset toastBusiness[bizField] = trim(imgBizData[bizField])>
+                                                            <cfset arrayAppend(response.steps, "Found " & bizField & " from image: " & left(toastBusiness[bizField], 50))>
+                                                        </cfif>
+                                                    </cfif>
+                                                </cfloop>
+                                            <cfcatch>
+                                                <cfset arrayAppend(response.steps, "Could not parse image analysis JSON")>
+                                            </cfcatch>
+                                            </cftry>
+                                        </cfif>
+                                    </cfif>
+                                <cfcatch>
+                                    <cfset arrayAppend(response.steps, "Error analyzing image: " & cfcatch.message)>
+                                </cfcatch>
+                                </cftry>
+                            </cfloop>
+                        </cfif>
+                    <cfcatch>
+                        <cfset arrayAppend(response.steps, "Could not scan ZIP for images: " & cfcatch.message)>
+                    </cfcatch>
+                    </cftry>
+
                     <!--- Summary of business info found --->
                     <cfset bizKeys = structKeyList(toastBusiness)>
                     <cfset arrayAppend(response.steps, "Business info keys: " & (len(bizKeys) ? bizKeys : "(none)"))>