PostHog

Overview

PostHog offers a comprehensive suite of product analytics tools, including funnels, heat maps, session recording, and more, all in a single platform. It enables product and growth teams to track user behavior, measure feature adoption, and optimize product experiences.
With the CleverTap and PostHog integration, you can:

  • Send Events from CleverTap to your PostHog dashboard for detailed product analytics.
  • Send User Profiles from CleverTap to PostHog to enrich analytics with behavioral and attribute data.

This integration combines CleverTap’s engagement intelligence with PostHog’s behavioral analytics, giving you a holistic view of the user journey.

Prerequisites for Integration

Before setting up this integration, ensure you have:

Integrating PostHog with CleverTap

You can integrate PostHog with CleverTap in the following two ways:

🚧

PostHog Webhooks

Use CleverTap's Webhook Campaigns to forward user events to PostHog when users perform actions on your app or website.

To set this up, you'll need to configure a webhook on CleverTap using the POST HTTP method. This webhook must be configured by the CleverTap team.

Send Events from CleverTap to PostHog

Events tracked in CleverTap, such as purchases, logins, or custom actions, can be sent to PostHog using Webhook Campaigns so that you can measure funnels, analyze drop-offs, and understand user behavior patterns. To do so, perform the following steps:

  1. Go to the Campaigns page, click + Campaign, and select Webhook from the list of messaging channels.
  2. Configure campaign details as required and proceed to the What section.
  3. In the Webhook Content section, select Content Format as JSON and select Custom Body.
  4. Add the payload for the event you want to upload (example for a purchase event):
{
   "event": "Purchase",
   "api_key": "<ph_project_api_key>",
   "distinct_id": "{{ Profile.Email | default: "[email protected]" }}",
   "properties": {
       "item_names": "{{ Profile.MyStuff | default: "Shampoo" }}",
       "value": "{{ Profile.wallet_balance | default: "100" }}"
   }
}

Use {{ }} or the personalization button in CleverTap to dynamically insert profile properties. For details on accepted parameters, refer to the PostHog API documentation.

Webhook Content

Webhook Content

  1. Click Preview & Test to verify that the event data is being sent.

    Preview & Test

    Preview & Test

  2. Once configured correctly, you can see the events reflected in the PostHog dashboard.

PostHog dashboard

PostHog dashboard

Send Users from CleverTap to PostHog

User profile data, such as email, location, or preferences, can also be sent from CleverTap to PostHog, allowing you to combine profile attributes with behavioral events for deeper analytics. This is done through the PostHog Identify API using a Webhook Campaign. To do so, perform the following steps:

  1. Go to the Campaigns page, click + Campaign, and select Webhook.
  2. Configure campaign details as required and proceed to the What section.
  3. In the Webhook Content section, select Content Format as JSON and select Custom Body.
  4. Add the following Identify API Payload:
{
  "api_key": "<project_API_key>",
  "event": "$identify",
  "distinct_id": "user distinct id",
  "properties": {
    "$set": {
      "is_cool": "true"
    }
  },
  "timestamp": "2020-08-16T09:03:11.913767"
}

Replace user distinct id with a CleverTap profile property, such as:

"user distinct_id": "{{ Profile.Email | default: "[email protected]" }}"
  1. In CleverTap, click Preview & Test to send a test payload to PostHog.
  2. Verify that the user profile is successfully created or updated in your PostHog dashboard.
PostHog dashboard

PostHog dashboard

Verify Integration

Once configured:

  • Events triggered in CleverTap (such as app purchases or sign-ups) flow into PostHog for funnel and session analysis.
  • User profiles from CleverTap enrich PostHog with attributes that can be used in segmentation and retention analysis.
  • Changes made to campaigns or payloads in CleverTap are automatically reflected in PostHog data ingestion.

This integration creates a seamless connection between CleverTap engagement and PostHog analytics, enabling product teams to measure, iterate, and optimize experiences faster.

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0),v([y({type:Boolean,default:!0}),f("design:type",Boolean)],De.prototype,"allowMinimize",void 0),v([y({type:Boolean,default:!0}),f("design:type",Boolean)],De.prototype,"allowMaximize",void 0),De=Yt=v([Z1({name:"WidgetHeader"})],De),function(t){(function(e){e.MINIMIZE="minimize",e.MAXIMIZE="maximize",e.CLOSE="close",e.HEADER_CLICK="headerClick"})(t.Event||(t.Event={}))}(De||(De={}));var f8;F1.Widget=class extends l1{constructor(){super(...arguments),Object.defineProperty(this,"config",{enumerable:!0,configurable:!0,writable:!0,value:void 0}),Object.defineProperty(this,"debug",{enumerable:!0,configurable:!0,writable:!0,value:void 0}),Object.defineProperty(this,"chatThreadRef",{enumerable:!0,configurable:!0,writable:!0,value:void 0}),Object.defineProperty(this,"widgetRuntime",{enumerable:!0,configurable:!0,writable:!0,value:null}),Object.defineProperty(this,"isOpen",{enumerable:!0,configurable:!0,writable:!0,value:!1}),Object.defineProperty(this,"windowState",{enumerable:!0,configurable:!0,writable:!0,value:"normal"}),Object.defineProperty(this,"isInitializing",{enumerable:!0,configurable:!0,writable:!0,value:!0}),Object.defineProperty(this,"initializationError",{enumerable:!0,configurable:!0,writable:!0,value:null}),Object.defineProperty(this,"toastMessage",{enumerable:!0,configurable:!0,writable:!0,value:""}),Object.defineProperty(this,"showToast",{enumerable:!0,configurable:!0,writable:!0,value:!1}),Object.defineProperty(this,"scrollPosition",{enumerable:!0,configurable:!0,writable:!0,value:0})}get runtime(){return this.widgetRuntime}get positionClass(){return`ct-pos-${this.config.position}`}logDebug(e,n,r="log"){(this.debug||r==="error"||r==="warn")&&console[r](`[Widget] ${e}`,n!==void 0?n:"")}async created(){try{if(this.logDebug("Initializing Widget"),this.widgetRuntime=new m_(this.config),this.setupRuntimeCallbacks(),!await this.widgetRuntime.initialize())throw new Error("Failed to initialize widget runtime");this.isInitializing=!1,this.logDebug("Widget initialized successfully")}catch(e){this.isInitializing=!1,this.initializationError=`Error initializing widget: ${e.message||"Unknown error"}`,this.logDebug("Failed to initialize Widget:",e,"error")}}mounted(){document.documentElement.style.setProperty("--ct-primary",this.config.color),document.documentElement.style.setProperty("--ct-primary-hover",this.config.colorHover),document.addEventListener("keydown",this.handleKeyDown)}beforeDestroy(){document.removeEventListener("keydown",this.handleKeyDown),this.isOpen&&this.unlockBodyScroll(),this.widgetRuntime?.destroy?.()}render(){const e=arguments[0];return e("div",{class:"ct-widget-container"},[this.renderLauncher(),this.renderModal(),this.renderToast(),e(p3)])}renderLauncher(){const e=this.$createElement;return e(K,{attrs:{id:"ct-launcher",text:"Ask",iconSize:20,prefixIcon:j.Type.ASK_AI,appearance:K.Appearance.LIGHTEN,color:K.Color.PRIMARY},class:"ct-widget-launcher",on:{click:this.open}})}renderModal(){const e=this.$createElement,n=["ct-widget-root",this.positionClass,{"ct-visible":this.isOpen,"ct-maximized":this.windowState==="maximized","ct-minimized":this.windowState==="minimized"}];return e("div",{class:n,attrs:{"aria-hidden":this.isOpen?"false":"true"}},[e("div",{class:"ct-widget-overlay",on:{click:this.handleOverlayClick}}),e("div",{class:"ct-widget-modal"},[this.renderModalContent()])])}renderModalContent(){return this.isInitializing?this.renderLoadingState():this.initializationError?this.renderErrorState():this.renderChatInterface()}renderLoadingState(){const e=this.$createElement;return e("div",{class:"ct-widget-loading"},[e(j,{attrs:{type:j.Type.ASK_AI,size:40}}),e("span",{class:"ct-loading-text"},["Initializing..."])])}renderErrorState(){const e=this.$createElement;return e("div",{class:"ct-widget-error"},[e(j,{attrs:{type:j.Type.ALERT,size:40}}),e("span",{class:"ct-error-text"},[this.initializationError]),e(K,{attrs:{text:"Retry",appearance:K.Appearance.OUTLINE,color:K.Color.PRIMARY},on:{click:this.retryInitialization}})])}renderChatInterface(){const e=this.$createElement;return this.widgetRuntime?e(Mt,{attrs:{runtime:this.widgetRuntime,height:"100%",width:"100%"}},[e("template",{slot:"header"},[e(De,{attrs:{title:this.config.name,windowState:this.windowState,allowMinimize:this.config.allowMinimize,allowMaximize:this.config.allowMaximize},on:{minimize:this.minimize,maximize:this.maximize,close:this.close,headerClick:this.handleHeaderClick}})]),e("div",{class:"ct-chat-interface"},[e(Y1,{ref:"chatThread",attrs:{projectName:this.config.name,enableVoice:this.config.enableVoice},on:{copy:this.handleCopy}})])]):this.renderLoadingState()}renderToast(){const e=this.$createElement;return this.showToast?e(X1,{attrs:{text:this.toastMessage,type:X1.Type.DANGER,position:X1.Position.TOP,showClose:!0},on:{close:this.handleToastClose}}):null}onRuntimeChange(){this.widgetRuntime&&this.setupRuntimeCallbacks()}handleKeyDown(e){e.key==="Escape"&&this.isOpen&&this.close()}open(){if(this.isOpen)return;this.isOpen=!0,He.widgetOpened(),this.lockBodyScroll()}close(){if(!this.isOpen)return;this.isOpen=!1,He.widgetClosed(),this.windowState="normal",this.unlockBodyScroll(),this.widgetRuntime?.stopListening?.(),this.widgetRuntime?.stopSpeaking?.()}lockBodyScroll(){this.scrollPosition=window.pageYOffset||document.documentElement.scrollTop,document.body.classList.add("ct-widget-open"),document.body.style.top=`-${this.scrollPosition}px`}unlockBodyScroll(){document.body.classList.remove("ct-widget-open"),document.body.style.top="",window.scrollTo(0,this.scrollPosition)}minimize(){this.windowState=this.windowState==="minimized"?"normal":"minimized"}maximize(){this.windowState=this.windowState==="maximized"?"normal":"maximized"}restore(){this.windowState="normal"}async retryInitialization(){this.isInitializing=!0,this.initializationError=null;try{if(this.widgetRuntime&&!await this.widgetRuntime.initialize())throw new Error("Failed to initialize widget runtime");this.isInitializing=!1}catch(e){this.isInitializing=!1,this.initializationError=`Error initializing widget: ${e.message||"Unknown error"}`}}handleCopy(){this.logDebug("Copy action triggered")}handleOverlayClick(){this.close()}handleHeaderClick(){this.windowState==="minimized"&&this.restore()}displayToast(e){this.toastMessage=e,this.showToast=!0}handleToastClose(){this.showToast=!1,this.toastMessage=""}setupRuntimeCallbacks(){this.widgetRuntime&&(this.widgetRuntime.setOnStateChange(e=>{this.logDebug("Runtime state changed:",e),this.$forceUpdate()}),this.widgetRuntime.setOnVoiceState((e,n)=>{this.chatThreadRef?.setVoiceState(e,n)}),this.widgetRuntime.setOnError(e=>{this.logDebug("Runtime error:",e,"error"),this.displayToast(e)}),this.widgetRuntime.setOnStreaming(e=>{this.logDebug("Streaming event:",e)}))}},v([y({type:Object,required:!0}),f("design:type",Object)],F1.Widget.prototype,"config",void 0),v([y({type:Boolean,default:!1}),f("design:type",Boolean)],F1.Widget.prototype,"debug",void 0),v([hn("chatThread"),f("design:type",typeof(f8=typeof Y1<"u"&&Y1)=="function"?f8:Object)],F1.Widget.prototype,"chatThreadRef",void 0),v([ds("widgetRuntime"),f("design:type",Object),f("design:paramtypes",[])],F1.Widget.prototype,"runtime",null),v([ge("widgetRuntime",{immediate:!0}),f("design:type",Function),f("design:paramtypes",[]),f("design:returntype",void 0)],F1.Widget.prototype,"onRuntimeChange",null),F1.Widget=v([Z1({name:"Widget",components:{ChatThread:Y1,ChatRuntimeProvider:Mt,WidgetHeader:De}})],F1.Widget);function h8(){try{const t=new Fn,e=document.createElement("div");e.id="ask-ai-root",document.body.appendChild(e),new l1({render:n=>n(F1.Widget,{props:{config:t}})}).$mount("#ask-ai-root")}catch{}}return document.readyState==="loading"?document.addEventListener("DOMContentLoaded",h8):h8(),window.AskAIWidget={Widget:F1.Widget,WidgetConfig:Fn},F1.WidgetConfig=Fn,Object.defineProperty(F1,Symbol.toStringTag,{value:"Module"}),F1}({});