Agentic Analytics Software
Align your business logic with your tracking insights.
Everything starts with good data. Emichi AI agentic analyst makes sure you have it, and then turns your knowledge into real intelligence.
Built on Agent Zero agentic framework · Your AI, your rules
Agentic AI Framework
The open-source agentic AI framework that runs your analytics operation.
GA4 has all your data. Getting real answers from it is the hard part. Built on Agent Zero — the most capable open-source agentic AI framework — your analyst works toward your goals, executes across your analytics stack, explains its reasoning, and proactively surfaces what matters. Not a chatbot. An operation.
How Does It Compare?
Not all analytics solutions are created equal.
| Feature | Manual GA4 | Basic AI Chatbots | GA4 Agentic Analytics ✓ |
|---|---|---|---|
| Natural Language Queries | ❌ Complex UI navigation | ✓ Simple Q&A only | ✓ Full conversational analysis |
| Contextual Understanding | ❌ Start fresh each time | ❌ No memory between sessions | ✓ Remembers your business context |
| Proactive Insights | ❌ Manual discovery only | ❌ Only answers when asked | ✓ Surfaces insights automatically |
| Automated Reports | ⚠️ Manual setup required | ❌ Not available | ✓ Generate with one request |
| Anomaly Detection | ⚠️ Basic alerts only | ❌ Not available | ✓ Intelligent monitoring + context |
| Custom Actions | ❌ Limited to GA4 features | ❌ Query only | ✓ Extensible with custom tools |
| Privacy & Control | ⚠️ Google-hosted data | ❌ Third-party processing | ✓ Self-hosted, full control |
| Cost | Free (with limitations) | $50-500/month | Free & Open Source (BYOK) |
BYOK = Bring Your Own Key. You only pay for your LLM API usage (OpenAI, Anthropic, etc.)
What is Agentic Analytics?
AI that doesn’t just answer – it thinks, investigates, and acts.
Unlike basic chatbots that just query data, our agent uses autonomous reasoning to understand context, ask clarifying questions, and proactively surface insights you didn’t even know to ask for.
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Understands Context
Remembers your previous questions, understands your business goals, and connects the dots across multiple data points automatically.
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Investigates Proactively
Spots anomalies, identifies trends, and alerts you to issues before they become problems. It’s like having an analyst who never sleeps.
⚡
Takes Action
Generates reports, creates segments, exports data, and even suggests optimizations. Not just insights – actionable next steps.
What Can the GA4 Agent Do?
Everything you wished GA4 could do out of the box.
Powered by Agent Zero’s autonomous reasoning engine, here’s what becomes possible:
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“Show me which landing pages have the highest bounce rate and suggest why”
? Natural Language Queries
Ask questions in plain English. No more hunting through reports or learning complex interfaces. Just ask what you want to know and get instant, accurate answers with full context.
? Automated Reporting
Generate comprehensive reports with a single request. Weekly performance summaries, campaign analyses, audience breakdowns – formatted beautifully and ready to share with stakeholders.
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“Create a weekly report comparing this week vs last week for all acquisition channels”
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“Alert me if conversion rate drops below 2% or traffic from any source drops by more than 20%”
? Anomaly Detection & Alerts
Set up intelligent monitoring that understands what matters to your business. Get notified about significant changes before they impact your bottom line – with context on what might be causing them.
Built on Agent Zero Framework
The most capable open-source AI agent framework – now specialized for analytics.
? 100% Open Source
Full transparency. Audit the code, customize the behavior, self-host with complete control. No vendor lock-in, ever.
? Extensible Architecture
Connect to any data source. Add custom tools. Integrate with your existing workflows. Built for developers who want control.
? Privacy First
Your data stays yours. Run locally or on your own infrastructure. No data sent to third parties unless you choose to.
Get Started in 3 Steps
From zero to insights in under 10 minutes.
1
Clone from GitHub
Download the repository and install dependencies. Works on any machine with Python 3.10+. Full documentation included.
git clone github.com/...2
Connect Your Keys
Add your LLM API key (OpenAI, Anthropic, etc.) and authorize access to your GA4 property via Google OAuth.
⏱️ ~5 minutes
3
Start Asking Questions
That’s it. Open the chat interface and ask your first question. The agent handles the rest—no training required.
? Ready to go!
Requirements: Python 3.10+ • LLM API key • GA4 property with API access enabled
Who Is This For?
Perfect for teams who need analytics without the complexity.
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Marketing Teams
Get campaign insights in seconds instead of hours. No more waiting for analysts to pull reports.
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Ecommerce Owners
Understand what’s driving sales, which products are trending, and where customers are dropping off.
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Developers & Agencies
Extend and customize for your clients. White-label ready. API-first architecture.
Frequently Asked Questions
Everything you need to know about GA4 Agentic Analytics
What is GA4 Agentic Analytics?
GA4 Agentic Analytics is a free, open-source AI agent that connects to your Google Analytics 4 account and lets you analyze your data using natural language. Unlike basic chatbots that just answer questions, this autonomous agent thinks, investigates, and proactively surfaces insights—generating reports, detecting anomalies, and suggesting optimizations without requiring you to build complex reports or learn GA4’s interface.
How is agentic AI different from regular AI chatbots?
Regular AI chatbots simply respond to queries—you ask, they answer. Agentic AI goes further: it understands context from previous conversations, proactively investigates data anomalies, takes autonomous actions like generating reports or creating segments, and asks clarifying questions when needed. Think of it as the difference between a search engine and a dedicated analyst who learns your business.
Is GA4 Agentic Analytics really free?
Yes, 100% free and open-source. You can download it from GitHub and run it on your own infrastructure. The only cost is your own API keys for the LLM provider of your choice (OpenAI, Anthropic, etc.)—this is what we mean by BYOK (Bring Your Own Key). There’s no subscription, no usage limits, and no vendor lock-in.
What can I ask the GA4 AI agent?
Anything you’d ask a human analyst: “What were my top traffic sources last month?”, “Why did conversions drop on Tuesday?”, “Create a weekly report comparing all acquisition channels”, “Alert me if bounce rate exceeds 60%”, “Which landing pages need improvement?”, “Show me the customer journey from first visit to purchase.” The agent understands natural language and can handle complex, multi-step analyses.
Do I need coding skills to use this?
For basic usage, no—you interact entirely through natural conversation. However, setting up the agent requires some technical knowledge: you’ll need to clone the GitHub repository, configure your API keys, and connect to your GA4 property. We provide step-by-step documentation, and developers can extend the agent with custom tools and integrations.
How does it connect to my GA4 data?
The agent uses the official Google Analytics Data API (GA4 API) with OAuth authentication. You authorize access to your GA4 property, and the agent can then query your data securely. All data processing happens on your own infrastructure—nothing is sent to third-party servers unless you explicitly configure external integrations.
Is my data safe and private?
Absolutely. Since you self-host the agent, your analytics data never leaves your infrastructure. The code is fully open-source so you can audit exactly what it does. You control which LLM provider processes your queries, and you can even run local models for complete data isolation. This is ideal for organizations with strict compliance requirements.
Ready to Transform Your Analytics?
Get started with the GA4 Agentic Analytics agent. It’s free, open-source, and ready to revolutionize how you work with data.
Questions? Talk to us – we’re happy to help you get started.