Teach Your AI Agent AIDA for Landing Page Analytics
AIDA is old. The new workflow is asking your AI agent to map Attention, Interest, Desire, and Action to live landing-page analytics before it writes variants.
Guide Notes From The Product
Guides for agent-first analytics
Guides, comparisons, and product notes on open source website analytics, analytics APIs, self-hosted setups, and Plausible or Mixpanel alternatives.
This blog covers analytics for AI agents: API-first measurement, open source website analytics, analytics APIs, and self-hosted analytics workflows for builders who want their agent to query outcomes instead of reading dashboards.
If you are looking for a Plausible alternative or Mixpanel alternative, start with the posts below, then compare the product shape against the API docs and the Mixpanel comparison.
How to Use STP Marketing When AI Can Write for Everyone
Segmentation, targeting, and positioning matter more when your AI agent can create endless pages. Use STP to force one segment, one target, one promise, and one measurable activation loop.
Guide
YC Is Right About AI-Native Startups. They Need Closed-Loop Analytics.
YC's AI-native company advice points to one practical operating model: measurable surfaces, project context, portfolio context, and analytics your existing AI agents can use when deciding what to do next.
Essay
You Can Now Scale Depth as Well as Width With Hermes Subagents. Agent Analytics Got 140% More Growth Bets
Hermes just released Subagent Delegation. Agent Analytics used that exact model in its skill for growth audits, and our dogfood run produced 140% more growth bets, 140% more evidence references, and 125% higher output density.
Announcement
If You Use Hermes to Handle Your Projects, You Need Agent-Readable Web Analytics
Hermes can handle your projects, ship changes, and keep context. Agent-readable analytics closes the loop so Hermes can see what users actually did after the work shipped.
Guide
If You Build for AI Agents, Your Upgrade Flow Needs to Change
When an AI agent uses your product, the upgrade moment should carry the task context, the paid capability, and a safe human approval handoff.
Announcement
Your Product Isn’t One Website Anymore
A practical model for agent-readable analytics: portfolios connect related projects, projects keep local product truth, and surfaces are where users encounter each project.
Announcement
A Product Growth Scanner for Your Website
Agent Analytics turns your public site into a prioritized measurement plan and shows your coding agent the data you are not collecting yet.
Announcement
Autoresearch Growth Loops Need Reality Checks
LLM judges are useful for generating pressure, but they drift when they judge themselves. The better loop ships variants, waits for real behavior, and starts the next round from evidence.
Guide
The Feedback Endpoint Claude Code and Codex Need
If Claude Code, Codex, OpenClaw, Paperclip, or another AI agent uses your product, feedback should not be a UI form. Give the agent a documented endpoint.
Guide
The Login Pattern AI Agents Need
A safe login pattern for AI agents: the human owns identity, the agent owns the work, and no one pastes API keys into chat.
Guide
Session Paths: Entry Pages, Exit Pages, and What Happens Between
Session paths make entry pages, exit pages, and the steps between agent-readable, so your agent knows what to investigate next.
Guide
If You Use 🗄️ Cabinet, You Need Agent-Readable Web Analytics
🗄️ Cabinet gives you the knowledge base and AI team. Agent-readable analytics gives your Data Analyst real user outcomes to measure and improve.
Guide
Best Analytics for AI-Built Side Projects
A practical comparison of Plausible, Umami, PostHog, Mixpanel, Google Analytics, and Agent Analytics for AI-built side projects and agent-led workflows.
Guide
If You Use 📎Paperclip, You Need Agent-Readable Web Analytics
📎Paperclip orchestrates zero-human companies. Agent-readable analytics shows whether users reached install, signup, API keys, and first project.
Guide
Vibe Coding Made Me Ship More Projects Than I Could Track Manually
AI coding tools made it easy to launch more side projects than dashboard workflows can track. Agent Analytics gives your AI agent one measurement layer.
Guide
Why We Built Live Monitor for macOS
A faster way to watch live traffic, QA trackers, and keep real-time context available for you and the agents helping you ship.
Story
AARRR for Solo Builders: Let Your AI Agent Run Your Pirate Metrics
Use Agent Analytics with OpenClaw, Claude Code, Cursor, Codex, or any coding agent to diagnose which part of your growth loop is broken.
Guide
Why GPT-5.4 Makes Agent Analytics Better
GPT-5.4 improved the capabilities that make AI-agent growth analysis work: long multi-step tasks, tool use, and polished business outputs.
Guide
Analytics Closes the Agent Feedback Loop
AI systems improve when action and consequence stay connected. Analytics is the measurement layer that tells your agent what happened after it shipped.
Guide
The Bullseye Method for Technical Indie Hackers
Use OpenClaw as an AI growth agent to explore channels, then use Agent Analytics to measure what actually drives activated users.
Guide
Advanced A/B Testing: Conditional Logic + Rich HTML Variants
Go beyond headline swaps. Test full sections, conditional experiences, and multi-step flows your AI agent can measure and improve.
Guide
Grow Your Projects from Claude Desktop
Use Claude Desktop as a growth agent to query analytics, spot bottlenecks, run experiments, and iterate without leaving your chat.
Guide
What's New in Tracker.js
Declarative events, opt-in browser signals, privacy guardrails, and a public browser smoke suite make the Agent Analytics tracker safer for Claude Code, Codex, Cursor, and your AI agent.
Announcement
Stitch Users Across Sites
Identity stitching connects anonymous and signed-in behavior so your analytics, and the agents querying it, see one user journey.
Guide
Funnels: See Where Users Drop Off
Step-by-step conversion analysis your AI agent can query. Find the bottleneck, fix it, measure again.
Guide
A/B Testing Your AI Agent Can Actually Use
Run browser-side experiments with declarative HTML variants, no heavy SDK, and an API your agent can drive from setup to winner.
Guide
Talk to Your Analytics
Your AI agent can answer analytics questions from quick counts to multi-step analysis across experiments, funnels, and retention. No dashboards.
Announcement
🦞 Set Up Agent Analytics with OpenClaw (5 Minutes)
Add analytics to all your projects and let your AI agent track what's working. No dashboards. Just ask.
Guide
Introducing the Agent Analytics Blog
Updates, guides, and thoughts on analytics for products built, measured, and improved with AI agents.
Announcement
How We Started Agent Analytics
I was paying $28/mo to track pageviews across 5 side projects. I didn't want dashboards. I wanted my AI agent to handle it.
Story