Vision & Architecture/Agent-Native

Analytics for the autonomous software era.

Software is no longer built by humans clicking through cloud dashboards all day. Sift is the first web analytics platform where AI coding agents have complete parity with human founders.

The Friction in Modern Workflows

You ask your coding agent (Cursor, Claude Code, Windsurf, or AGY) to build an entire web application. It generates components, connects databases, writes migration scripts, and configures edge hosting.

Then comes analytics. Suddenly the autonomous flow breaks: you have to stop, open a browser, log into a console, navigate through menus, create a project, copy a token, and paste it back to your IDE.

We asked: why should human founders be the manual glue between an AI agent and its analytics?

Our Core Principle: Full Parity

Most platforms consider AI support as an afterthought: they throw together a read-only Model Context Protocol (MCP) server so an LLM can look at a chart.

1

Autonomous Registration & Auth

Agents read /auth.md directly to authenticate without brittle web scrapers or human copy-pasting.

2

Programmatic Site Provisioning

Agents create new sites, configure domains, set timezones, and receive verified snippet configurations.

3

Continuous Traffic Intelligence

Agents query real-time spikes and top referrers directly to prepare weekly reports or debug sudden traffic drops.

Human vs Agent Capability Matrix

Here is how Sift compares to legacy analytics tools when evaluated on AI readiness:

Action / WorkflowSiftPlausible / Umami / GA4
Read analytics & traffic metricsNative via REST APILimited MCP plugin or manual export
Machine-readable auth discoveryStandardized /auth.md endpointManual dashboard copy-paste API keys
Autonomous site creation & provisioning100% full lifecycle APIMust be created manually by human in UI
Automated snippet injection into git repos1-line pure HTML, zero dependenciesComplex SDKs or manual script verification
Scheduled agent growth digestsInstant JSON querying with zero latencyDelayed 24-48h processing (GA4)

Try It With Your Coding Agent

Paste this instruction into your IDE agent to witness full lifecycle setup without touching a browser:

agent-prompt.txt
# Prompt your agent in Cursor / Claude Code / AGY:
"Hey, deploy this repository and set up analytics for my domain 'myapp.com' using Sift."

# What your agent executes:
1. Discovers auth specs at https://sift.agentonboard.xyz/auth.md
2. Authenticates session token programmatically
3. Creates site: POST /api/sites { "domain": "myapp.com" }
4. Injects <script defer src="https://sift.agentonboard.xyz/s.js" data-site="myapp.com"></script>
5. Deploys code and verifies initial event beacon in 10s.
Machine protocol: /auth.mdInspect auth.md →

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