If you like to track chatbot activity into analytics what chatbot events should we consider. Each of the chat application comes with some set reporting. But those report can be exposed outside for platforms where you can see the customer journey and web/apps activity with chat activity. In this post I am going to talk about what chat event should exposed via analytics.
Chat entry:
- Initiation by customer: clicking buttons/links
- Initiation by rules: proactively asking for chat
Chatbot:
- Chat start: chatbot process initialize
- Chat interactive: response from both party received
- Chat intend changes: while chatting with customer chatbot is changing its intend to understand customer needs.
- (pass it to assisted channel): when chat bot can’t process the request passing it to assisted channel
- End Chat: end of the chat with chatbot
Assisted chat (if exist)
- Assisted chat start: where chatbot is initiated a handover to assited
- Assisted chat interactive: a agent is assigned and response from both party received
- Assisted chat end: end of the assisted chat
Leave feedback:
- Feedback start: start of the feedback form
- Feedback complete: feedback received
How the tracking function should look like?
chatbot
| chatId | chatEvent | chatLocation | chatIntend | |
|---|---|---|---|---|
| Chat start | Y | start | Y | |
| Chat interactive | Y | interactive | Y | |
| Chat intend changed | Y | intend-changed | Y | Intend details |
| Chat ended | Y | ended | Y |
assisted
| chatId | chatEvent | chatLocation | chatAssistedId | chatAssistedDetails* | |
|---|---|---|---|---|---|
| Chat assisted start | y | assisted-start | y | ||
| Chat assisted interactive | y | interactive | y | y | y |
| Chat assisted ended | y | ended | y | y | y |
feedback
| chatId | chatEvent | chatLocation | chatAssistedId | |
|---|---|---|---|---|
| Leave feedback | y | feedback-start | y | o |
| Feedback complete | y | feedback-end | y | o |
assisted channels additional information is called about the agent
"chatAssistedDetails":"chatbot:assisted-interactive:<session Id>:<assisted session Id>:<agent skill>:<agent id>:<agent name>"
"chatAssistedDetails":"chatbot:assisted-ended: <session Id>:<assisted session Id>:<agent skill>:<agent id>:<agent name>"
example chatbot analytics function written for Adobe analytics
s.w_trackChatBot = function (evt, args) {
// this function is called directly by chatbot api hook
var eTarg = s.w_getEvtTrgt(evt),
events ='',
analyticsVar ='',
argsObj = args || {},
chatId = argsObj.chatId||'',
chatAssistedId = argsObj.chatAssistedId||'',
chatIntend = argsObj.chatIntend ||'',
chatAssistedDetails = argsObj.chatAssistedDetails ||'',
//detail = util.lowerCase(argsObj.detail, 1),
chatevent = util.lowerCase(argsObj.chatEvent, 1),
chatLoc = util.lowerCase(argsObj.chatLocation, 1)
; // details passed from chatbot api
if (chatevent ==='start'){
events = 'event88' + (chatId ? ':'+chatId:'');
}else if (chatevent ==='interactive'){
events = 'event89' + (chatId ? ':'+chatId:'');
}else if (chatevent ==='intend-changed'){
events = 'event90';
analyticsVar = analyticsVar + (chatIntend ? ',prop73':'');
s.prop73 = 'chatbot:intend:' + chatIntend;
}else if (chatevent ==='ended'){
events = 'event91' + (chatId ? ':'+chatId:'');
}else if (chatevent ==='assisted-start'){
events = 'event92' + (chatId ? ':'+chatId:'');
analyticsVar = analyticsVar + (chatAssistedId ? ',prop72':'') + (chatAssistedDetails ? ',prop71':'');
s.prop72 = 'chatbot:assisted-start:' + chatAssistedId;
s.prop71 = 'chatbot:assisted-start:' + util.lowerCase(chatAssistedDetails,1);
}else if (chatevent ==='assisted-interactive'){
events = 'event93' + (chatId ? ':'+chatId:'');
analyticsVar = analyticsVar + (chatAssistedId ? ',prop72':'') + (chatAssistedDetails ? ',prop71':'');
s.prop72 = 'chatbot:assisted-interactive:' + chatAssistedId;
s.prop71 = 'chatbot:assisted-interactive:' + util.lowerCase(chatAssistedDetails,1);
}else if (chatevent ==='assisted-ended'){
events = 'event94' + (chatId ? ':'+chatId :'');
analyticsVar = analyticsVar + (chatAssistedId ? ',prop72':'') + (chatAssistedDetails ? ',prop71':'');
s.prop72 = 'chatbot:assisted-ended:' + chatAssistedId;
s.prop71 = 'chatbot:assisted-ended:' + util.lowerCase(chatAssistedDetails,1);
}else if (chatevent ==='feedback-start'){
events = 'event95' + (chatId ? ':'+chatId:'');
analyticsVar = analyticsVar + (chatAssistedId ? ',prop72':'');
s.prop72 = 'chatbot:feedback-start:' + chatAssistedId;
}else if (chatevent ==='feedback-ended'){
events = 'event96' + (chatId ? ':'+chatId:'');
analyticsVar = analyticsVar + (chatAssistedId ? ',prop72':'');
s.prop72 = 'chatbot:feedback-ended:' + chatAssistedId;
}
s = s_gi(s_account);
s.events = 'event69,'+events;
s.linkTrackEvents = 'event69,'+(events.replace(/\:.*/,''));
s.linkTrackVars = s.w_ltv + analyticsVar +',eVar54,prop54,eVar74,events';
s.eVar54 = 'chatbot:' + chatevent;
s.prop54 = 'chatbot:' + chatLoc;
s.eVar74 = util.lowerCase(chatId, 1);
s.tl(eTarg || true, 'o', 'interaction:chatbot:' + chatLoc);
};
Note
some events are serialized with chat session id or assisted session id. this remove duplication of the events.