How to Create Your AI Page with Publisher

1. Create & structure in Publisher

Vibe-code or sketch your page alongside an AI agent. One session updates both the Human visual layout and Machine layers together.

Benefit: No separate hand-coding for human and AI versions.

Value: Transparent thought logs show exactly what changed and why.

2. The Human Side — what people see

A real, published layout with responsive copy and clear FAQs. The live AI Score ring tracks completeness as you build.

Benefit: A polished page ready to publish instantly.

Value: Concrete AI Score replaces guesswork about page quality.

3. The Machine Side — what AI reads

Structured layers (schema.org, JSON-LD, llms.txt) structured for Citability, Actionability, and Performability across AI models.

Benefit: Automatic AEO & GEO alignment with zero extra SEO overhead.

Value: Built on open standards readable by any AI engine.

4. Track results in Metrics

Differentiate AI hits, search crawlers, and human traffic over time to verify real machine visibility.

Benefit: Clear proof of performance measured in real traffic.

Value: Isolate AI crawler activity from search and direct hits.

Why an AI Web Page?

Dual-legibility: Serves human readers and AI crawlers without compromise.
Provable metrics: Measure true machine engagement with H.I.T.S. analytics.
Portable standard: Export as a standalone .aiweb file for offline reading or reimporting.
Open standards: Powered by schema.org for universal AI compatibility.

Frequently Asked Questions

What is an AI Web Page?

An AI Web Page is a dual-surface Web4 page designed for both human readers and AI systems. It combines a human-facing presentation with machine-readable structured layers like JSON-LD, llms.txt, and MCP declarations.

How does Publisher keep human and machine sides synchronized?

Publisher's agentic workspace updates the visual HTML/CSS interface and the structured machine data in parallel during a single editing session.

What is the AI Score?

The AI Score is a real-time metric that measures how effectively your page is structured for generative AI engines and answer engines.

What is a .aiweb file?

It is a portable, offline-readable open file format that packages presentation and structured layers together, allowing export, sharing, and re-importing into Publisher.