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 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.
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, performance timing, errors, consent, and time-on-page give your AI agent better product data from one script tag.
Announcement
Know Who Your Users Are
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