[{"data":1,"prerenderedAt":384},["ShallowReactive",2],{"blog-how-to\u002Fpersonalize-ai-chat":3},{"id":4,"title":5,"body":6,"category":354,"date":355,"dateModified":356,"description":357,"draft":358,"extension":359,"faq":360,"featured":358,"keywords":370,"meta":371,"navigation":372,"ogDescription":373,"ogTitle":374,"path":375,"readTime":376,"schemaType":377,"seo":378,"sitemap":379,"stem":380,"tags":381,"twitterCard":382,"__hash__":383},"blog\u002Fblog\u002Fhow-to\u002Fpersonalize-ai-chat.md","Personalize Your Chat Widget: AI Chat Segments by Visitor",{"type":7,"value":8,"toc":344},"minimark",[9,13,16,39,44,47,50,74,78,81,87,97,100,106,110,117,125,128,132,135,141,155,164,168,171,177,184,188,191,194,212,215,219,222,228,235,250,319],[10,11,12],"p",{},"Your pricing page visitor arrived after clicking your Product Hunt post. She has one question about how billing works. Your blog reader is three posts into your documentation. He is not buying anything today.",[10,14,15],{},"Both land on your site and see the same chat widget with the same greeting and the same 30-second proactive timer. One missed conversion, one annoyed reader.",[17,18,19],"tldr",{},[10,20,21,22,26,27,30,31,34,35,38],{},"OperatorStack's AI chat widget is configured globally in your dashboard, but the JavaScript SDK gives you four tools to segment the experience per visitor: ",[23,24,25],"code",{},"data-chat=\"false\""," to suppress chat on specific pages, ",[23,28,29],{},"OperatorStack.hideChat()"," for runtime conditions, ",[23,32,33],{},"OperatorStack.isSignedUp()"," to detect returning waitlist members, and ",[23,36,37],{},"OperatorStack.trackEvent()"," to log segment data for later analysis.",[40,41,43],"h2",{"id":42},"the-four-segmentation-tools","The Four Segmentation Tools",[10,45,46],{},"Most AI chat tools treat your entire site as one audience. OperatorStack does too, by default. The segmentation comes from combining the global dashboard config with SDK calls that run after initialization.",[10,48,49],{},"Your four tools, in order from simplest to most dynamic:",[51,52,53,59,64,69],"ol",{},[54,55,56,58],"li",{},[23,57,25],{}," on the script tag -- suppress chat on specific pages with no JavaScript",[54,60,61,63],{},[23,62,29],{}," -- hide chat based on runtime conditions after load",[54,65,66,68],{},[23,67,33],{}," -- detect visitors who already joined your waitlist",[54,70,71,73],{},[23,72,37],{}," -- log which segment converted, for dashboard analysis",[40,75,77],{"id":76},"suppress-chat-on-specific-pages","Suppress Chat on Specific Pages",[10,79,80],{},"Some pages do not benefit from a chat widget. Blog posts, documentation, and \"about\" pages are reading destinations. A floating chat bubble interrupts the reading experience and rarely converts on content pages.",[10,82,83,84,86],{},"Add ",[23,85,25],{}," to the script tag on any page where you want chat suppressed:",[88,89,95],"pre",{"className":90,"code":92,"language":93,"meta":94},[91],"language-html","\u003C!-- Blog posts, docs, about page: no chat bubble -->\n\u003Cscript\n  src=\"https:\u002F\u002Fcdn.operatorstack.dev\u002Fos.js\"\n  data-project=\"pk_abc123\"\n  data-chat=\"false\"\n>\u003C\u002Fscript>\n\n\u003C!-- Pricing page, homepage: chat allowed (omit the attribute) -->\n\u003Cscript src=\"https:\u002F\u002Fcdn.operatorstack.dev\u002Fos.js\" data-project=\"pk_abc123\">\u003C\u002Fscript>\n","html","",[23,96,92],{"__ignoreMap":94},[10,98,99],{},"Analytics, waitlist, and forms continue working on pages where chat is off. The attribute suppresses only the widget.",[101,102,103],"tip-box",{},[10,104,105],{},"If your script tag comes from a shared layout template (common in Next.js, Astro, or Nuxt), you cannot easily add different attributes per page. Use the JavaScript approach below instead.",[40,107,109],{"id":108},"hide-chat-based-on-runtime-conditions","Hide Chat Based on Runtime Conditions",[10,111,112,113,116],{},"For dynamic conditions -- current pathname, query parameters, or visitor state -- use the SDK after initialization. All SDK methods are safe to call at any time; they internally await ",[23,114,115],{},"OperatorStack.ready",".",[88,118,123],{"className":119,"code":121,"language":122,"meta":94},[120],"language-javascript","\u002F\u002F Hide chat on content pages and show it only on conversion pages\nawait OperatorStack.ready;\n\nconst conversionPaths = [\"\u002F\", \"\u002Fpricing\", \"\u002Flaunch\"];\nconst onConversionPage = conversionPaths.some(\n  (p) => window.location.pathname === p || window.location.pathname.startsWith(p + \"\u002F\"),\n);\n\nif (!onConversionPage) {\n  OperatorStack.hideChat();\n}\n","javascript",[23,124,121],{"__ignoreMap":94},[10,126,127],{},"This pattern works on single-page apps where route changes happen in JavaScript. Call it again on each navigation if your SPA does not reload the page.",[40,129,131],{"id":130},"detect-returning-waitlist-members","Detect Returning Waitlist Members",[10,133,134],{},"A visitor who already signed up does not need lead-capture chat. They are a qualified contact. Showing them \"Want to know when we launch?\" is worse than showing them nothing.",[88,136,139],{"className":137,"code":138,"language":122,"meta":94},[120],"\u002F\u002F Hide chat for visitors who already joined your waitlist\nawait OperatorStack.ready;\n\nif (OperatorStack.isSignedUp()) {\n  OperatorStack.hideChat();\n\n  \u002F\u002F Optionally surface a different CTA for returning signees\n  document.getElementById(\"returning-member-cta\")?.removeAttribute(\"hidden\");\n}\n",[23,140,138],{"__ignoreMap":94},[10,142,143,146,147,150,151,154],{},[23,144,145],{},"isSignedUp()"," checks localStorage for a signup identity written by ",[23,148,149],{},"joinWaitlist()",". It returns ",[23,152,153],{},"true"," only when the visitor signed up on the same device and browser. Cross-device state is not tracked.",[156,157,158],"warning-box",{},[10,159,160,161,163],{},"Do not use ",[23,162,145],{}," as a security gate. It reads from localStorage, which the visitor can modify. Use it for UX personalization only, not access control.",[40,165,167],{"id":166},"segment-by-traffic-source","Segment by Traffic Source",[10,169,170],{},"Product Hunt traffic, newsletter subscribers, and organic search visitors behave differently on the same landing page. You can detect the source from URL parameters or referrer, then tailor whether chat appears at all.",[88,172,175],{"className":173,"code":174,"language":122,"meta":94},[120],"await OperatorStack.ready;\n\nconst params = new URLSearchParams(window.location.search);\nconst utmSource = params.get(\"utm_source\") || \"\";\nconst fromNewsletter = utmSource === \"newsletter\" || utmSource === \"email\";\n\n\u002F\u002F Log which segment this visitor belongs to (shows up in your dashboard)\nOperatorStack.trackEvent(\"segment_identified\", {\n  source: utmSource || \"organic\",\n  from_newsletter: fromNewsletter,\n  path: window.location.pathname,\n});\n\n\u002F\u002F Newsletter subscribers already know you -- chat may feel intrusive\nif (fromNewsletter) {\n  OperatorStack.hideChat();\n}\n",[23,176,174],{"__ignoreMap":94},[10,178,179,180,183],{},"The ",[23,181,182],{},"trackEvent()"," call logs the segment in OperatorStack analytics. After a week, you can see which segments produce the most chat conversations and which convert to waitlist signups.",[40,185,187],{"id":186},"configure-proactive-timing-for-high-intent-pages","Configure Proactive Timing for High-Intent Pages",[10,189,190],{},"The proactive trigger timer is a global setting in your Chat dashboard: set it once, it fires on every page where chat renders. Combine it with page-based suppression so the timer only runs on your high-intent pages.",[10,192,193],{},"For a typical pre-launch SaaS with a homepage and a pricing page:",[195,196,197,204,209],"ul",{},[54,198,199,200,203],{},"Set ",[23,201,202],{},"proactive_trigger_seconds"," to 20 in your Chat settings",[54,205,83,206,208],{},[23,207,25],{}," to blog and docs pages",[54,210,211],{},"Let chat auto-render on homepage and pricing -- the proactive trigger fires there and nowhere else",[10,213,214],{},"The result: visitors who reach your pricing page see a proactive message after 20 seconds, while blog readers never see the widget.",[40,216,218],{"id":217},"a-complete-example","A Complete Example",[10,220,221],{},"A pre-launch SaaS with a homepage, pricing page, blog, and docs section:",[88,223,226],{"className":224,"code":225,"language":122,"meta":94},[120],"\u002F\u002F Runs on every page after the OperatorStack script tag loads\nawait OperatorStack.ready;\n\nconst path = window.location.pathname;\nconst alreadySigned = OperatorStack.isSignedUp();\nconst utmSource = new URLSearchParams(window.location.search).get(\"utm_source\") || \"direct\";\n\n\u002F\u002F Determine if this page and visitor should see chat\nconst suppressChat = alreadySigned || path.startsWith(\"\u002Fblog\") || path.startsWith(\"\u002Fdocs\");\n\nif (suppressChat) {\n  OperatorStack.hideChat();\n}\n\n\u002F\u002F Track session context regardless\nOperatorStack.trackEvent(\"session_start\", {\n  page_type:\n    path === \"\u002F\"\n      ? \"homepage\"\n      : path.startsWith(\"\u002Fpricing\")\n        ? \"pricing\"\n        : path.startsWith(\"\u002Fblog\")\n          ? \"blog\"\n          : \"other\",\n  visitor_status: alreadySigned ? \"signed_up\" : \"new\",\n  traffic_source: utmSource,\n  chat_shown: !suppressChat,\n});\n",[23,227,225],{"__ignoreMap":94},[10,229,230,231,234],{},"The entire block runs synchronously after ",[23,232,233],{},"ready"," resolves. No server calls, no flicker on fast connections.",[236,237,238],"info-box",{},[10,239,240,241,245,246,249],{},"The AI chat knowledge base comes from your site scan, not from visitor attributes. It answers questions based on what is written on your landing page -- it cannot greet visitors by name or tailor its knowledge per segment. Segmentation controls ",[242,243,244],"em",{},"when"," and ",[242,247,248],{},"where"," chat appears, not what the AI knows.",[251,252,253,260,278,284,306],"faq-section",{},[254,255,257],"faq-item",{"question":256},"Can I show a different welcome message to different visitor segments?",[10,258,259],{},"Not from a single dashboard config. The welcome message is a global setting in your Chat tab. To show segment-specific messages, combine SDK show\u002Fhide logic with separate OperatorStack projects configured for different audiences -- each project can have its own welcome message and quick actions.",[254,261,263],{"question":262},"How do I hide chat for visitors who already signed up?",[10,264,265,266,268,269,271,272,274,275,277],{},"Call ",[23,267,33],{}," after awaiting ",[23,270,115],{},". If it returns ",[23,273,153],{},", call ",[23,276,29],{},". Signed-up users are past the lead-capture stage and rarely benefit from an AI chat prompt. Consider replacing the chat bubble with a feedback form or changelog link instead.",[254,279,281],{"question":280},"Does data-chat='false' affect analytics or waitlist tracking?",[10,282,283],{},"No. The attribute suppresses only the chat bubble. Analytics page views, waitlist signups, forms, and referral tracking all continue on pages where chat is off.",[254,285,287],{"question":286},"Can I show chat only on the pricing page?",[10,288,289,290,292,293,295,296,298,299,302,303,116],{},"Yes, two ways. Static: add ",[23,291,25],{}," to the script tag on every page except pricing. Dynamic: await ",[23,294,115],{},", then call ",[23,297,29],{}," if ",[23,300,301],{},"window.location.pathname"," does not start with ",[23,304,305],{},"\u002Fpricing",[254,307,309],{"question":308},"Will hideChat() flash the widget briefly before hiding it?",[10,310,311,312,315,316,318],{},"On fast connections, no. The widget loads asynchronously and ",[23,313,314],{},"hideChat()"," removes it before it becomes visible in most cases. For zero-flash suppression on pages where chat should never appear, use ",[23,317,25],{}," on the script tag.",[320,321,322,323],"content-related-articles",{},"\n  ",[324,325,322,329],"contentrelatedcard",{"href":326,"title":327,"description":328},"\u002Fblog\u002Fhow-to\u002Fai-chat-landing-page","How to Add an AI Chat Widget to Your Landing Page","Set up an AI chat widget that answers visitor questions from your site content and captures leads automatically.",[324,330,322,334],{"href":331,"title":332,"description":333},"\u002Fblog\u002Fhow-to\u002Fai-chat-human-handoff","AI Chat to Human Handoff: What Changes When You Take Over","Your live replies enter the model's history as its own turns, which is how a personalized voice survives a human takeover.",[324,335,339],{"href":336,"title":337,"description":338},"\u002Fblog\u002Fhow-to\u002Flive-chat-without-intercom","Live Chat Without Intercom: Take Over Your AI Chat Conversations","The same segmented assistant you personalized here can be taken over live, conversation by conversation, from your dashboard.",[340,341],"cta-box",{"href":342,"label":343},"\u002F","Get Started Free",{"title":94,"searchDepth":345,"depth":345,"links":346},2,[347,348,349,350,351,352,353],{"id":42,"depth":345,"text":43},{"id":76,"depth":345,"text":77},{"id":108,"depth":345,"text":109},{"id":130,"depth":345,"text":131},{"id":166,"depth":345,"text":167},{"id":186,"depth":345,"text":187},{"id":217,"depth":345,"text":218},"how-to","2026-06-09","2026-08-25","Personalize your chat widget per visitor with the OperatorStack SDK: page-based suppression, signed-up user detection, and traffic source targeting.",false,"md",[361,363,365,366,368],{"question":256,"answer":362},"Not from a single dashboard config. The welcome message is a global setting in your Chat tab. To show segment-specific messages, combine SDK show\u002Fhide logic with separate OperatorStack projects configured for different audiences.",{"question":262,"answer":364},"Call OperatorStack.isSignedUp() after awaiting OperatorStack.ready. If it returns true, call OperatorStack.hideChat(). Signed-up users are past the lead-capture stage and rarely benefit from an AI chat prompt.",{"question":280,"answer":283},{"question":286,"answer":367},"Yes. Add data-chat='false' to the script tag on every page except pricing. Or use the SDK: await OperatorStack.ready, then call OperatorStack.hideChat() if the current pathname does not match your pricing path.",{"question":308,"answer":369},"On fast connections, no. The widget loads asynchronously and hideChat() removes it before it becomes visible in most cases. For zero-flash suppression on pages where chat should never appear, use data-chat='false' on the script tag instead.","personalize chat widget,ai chat segments,personalize chatbot,chat widget visitor segments,landing page chat personalization,visitor segmentation chat,operatorstack ai chat",{},true,"Suppress chat for signed-up users, trigger it on pricing pages, and log segment data using OperatorStack's SDK. Five-minute implementation.","Personalize Chat per Visitor With the SDK","\u002Fblog\u002Fhow-to\u002Fpersonalize-ai-chat","5 min","HowTo",{"title":5,"description":357},{"loc":375},"blog\u002Fhow-to\u002Fpersonalize-ai-chat",[],"summary_large_image","Cj949fCjwdmnR9hPDJX12tjYESGcE1nrUKHxGOb4v_8",1793355878557]