Chat Analytics: Response Times, CSAT and Revenue - AXL
Chat analytics
See how fast you answer every chat.
Response times, who answered, visitor ratings and sales after chats. Website chat, SMS and messengers on one page.
What it is
One report for all your chat channels.
Website chat, SMS, WhatsApp, Telegram, Instagram, Facebook and in-app chat. Pick the days and channels, then click any number to open the conversations behind it.
Communications → Chat Analytics. Settings hold the extra filters, the answer goal and the conversion window.
- 01 Response time. Taken by a person, first reply and operator replies, as a median and “9 of 10 faster than”.
- 02 Answer goal. The share answered within your goal, 5 minutes by default, and the hours you answer slower.
- 03 Who answered. Only the AI agent, the AI then a person, only people, or bots. Each operator gets a row.
- 04 Returns by email. A visitor who left before the reply gets it by email. You see who came back.
Conversation rating
Visitors rate the conversation.
When an operator closes a website chat conversation, the visitor picks one of five faces and can add a comment. CSAT, the customer satisfaction score, is the share of ratings of 4 and 5.
- 01 Five faces. One tap in the chat widget, with an optional comment.
- 02 In the inbox. The operator sees the score and the comment in the conversation.
- 03 By operator. CSAT and the average rating for each person who replied.
- 04 Latest ratings. The newest scores with their comments and a link to each conversation.
Good to know: Ratings are asked in website chat only, when an operator closes the conversation.
AI analysis
Ask AI what to fix.
Click AI analysis above the report. The AI reads the numbers and up to 80 conversations of the period, then writes what goes wrong, what goes well and what to change.
- 01 What goes wrong and well. Each point links to the conversations it is based on.
- 02 Who should improve what. Advice for each operator and for the AI agent.
- 03 What to set up. Changes such as working hours, with a button to the setting.
- 04 Your questions. Ask about the same data in the same window.
Good to know: A review is kept for a day for the same filter. Each review and answer is paid from the account's AI credits. Contact names are not sent to the AI, and emails and phone numbers are hidden. The same button is on learning analytics and meeting analytics.
See it in AXL
Ratings, team, AI agent and website chat.
Screens from a demo academy account. Open any of them to see it full size.
- Rating in the widget
- Rating in the inbox
- Team
- AI agent
- Website chat path
- Pages where chats start
- Hours, devices, languages
- Returns by email
What it does
Sales, the AI agent and your site in one report.
- What chats led to purchases, revenue, forms, bookings and deals won within 7 days of a request. The CRM →
- AI agent: What it handled alone and why it handed a chat to a person. AI chat agents →
- Website chat: Pages where chats start, devices, languages and requests after hours. Live chat →
- Ask your AI: Ask your AI assistant how fast you answered this week. AI Assistant →
How to start
Open the report and set your goal.
- 01 Open Chat Analytics: One page for every chat channel. Communications → Chat Analytics
- 02 Pick days and channels: 7, 30 or 90 days or your own dates. Filters at the top
- 03 Set your answer goal: 5 minutes by default, and how many days after a chat a result counts. Settings
Or ask AI
Prompt
How fast did we answer website chat in the last 7 days? Show the share answered within our goal and the hours we answer slower.
What it does
- Reads Chat Analytics for website chat, last 7 days.
- Gives the first reply and how long a person took to pick up.
- Gives the share answered within your goal.
- Names the hours you answer slower.
Paste it into the AI Assistant inside AXL, or into Claude, ChatGPT or Cursor connected over MCP. Connect over MCP →
Questions
Questions people ask.
Which channels does it count?+
Website chat, SMS, WhatsApp, Telegram, Instagram, Facebook and in-app chat. You can filter by any of them.
How is CSAT counted?+
CSAT is the share of ratings of 4 and 5 among everyone who rated. The page also shows the average rating and how many visitors were asked.
What counts as a result of a chat?+
A purchase, form, booking or won deal by the same contact within 7 days after a request. The latest request before it gets the credit. You can change the window in Settings.
Can I export the numbers?+
Yes. Download CSV saves the report’s main tables.
Know how fast you answer and what chats bring.
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