All case studies
B2CMarketing & analytics

Analytics AI agent for Google Analytics (Slack / Telegram)

A simple question like “how was traffic last week?” means logging into GA4 and hunting for reports.

Problem

Checking numbers daily means logging into the complex Google Analytics 4 interface, finding the right report and filtering data by hand. For marketing teams and owners that is wasted time — answering a simple question can take many minutes.

Solution

An AI agent integrated with your messenger (Slack / Telegram) understands questions in plain language (English or Polish), picks the right GA4 metrics itself, builds a readable report and posts it straight back into the chat.

How it works in practice

01

Instant traffic overview

You type in Slack: “How is site traffic doing?” and the agent returns 5 key metrics without opening GA4.

02

Top content analysis

Ask for “Top 10 pages last month” and the system generates a clean ranking of pages by views.

03

Traffic sources and geography

Ask “Where is traffic coming from?” and the agent pulls a country-by-country session breakdown.

04

Bounce rate and devices

Ask for “Bounce rate per device” and you get stats for desktop, mobile and tablet.

05

Conversion monitoring

Type “How many conversions yesterday?” and the system returns a ready summary for the last 24 hours.

What the system does behind the scenes

  • Interprets intent and context: The agent decides which metric it needs and which report to query.

  • Connects to the Google Analytics 4 API: Securely pulls live data directly from your GA4 property.

  • Formats and generates the report: Turns raw numbers into a clear, readable text answer.

  • Delivers the answer live: Posts the finished report to a dedicated Slack or Telegram channel, or into a chat window.

Tip

The agent understands both English and Polish — ask however feels natural to you.