AIO PROTOCOL v2.1 • OPEN SOURCE

A Unified Standard for the
Machine Web

AIO Protocol — is a bridge between human content and artificial intelligence, turning the "noisy" web into structured knowledge.

FOR PUBLISHERS
The .aio format for AI visibility.
FOR DEVELOPERS
SDKs in 5 languages for precise parsing.
Start as a Publisher
GitHub
The Problem

43% of AI queries
fail.

Traditional web scraping loses information. Navigation, banners, footers — this is "noise" that forces AI to waste resources on filtering instead of answering.

Traditional Scraping (HCA)
<nav> Home Services About... </nav>
<div class="sidebar"> Related Posts... </div>
Actual useful content mixed with noise
<footer> Copyright 2025... </footer>
Result: High Entropy
AI spends 60% of context window on irrelevant tokens. High risk of hallucination.
AIO Optimized Content (MCA)
{ "type": "aio-envelope", "version": "2.1", "content": "Pure, structured information only...", "signatures": ["ed25519:v1..."] }
Result: Semantic Purity
100% tokens are useful. Deterministic answers. Built-in verification.
SCIENTIFIC FOUNDATION

Not Theory.
Applied Science.

AIO Protocol is the software implementation of peer-reviewed scientific research. We didn't just write code — we first proved why it works.

The Noise Dominance Theorem proves that when the entropy threshold is exceeded ($D > D_{thresh}$), no increase in model intelligence compensates for information loss.

This means: GPT-3.5 with clean AIO content outperforms GPT-4 with noisy scraping. Investing in data cleaning is more efficient than investing in models.

📚 Theory of Stupidity 🔬 AIO Methodology Paper
G-Model of Cognitive Vulnerability
$$G_{machine} = \alpha_1 \frac{B_{err}}{I} + \alpha_2 \frac{D_{eff}(D)}{A}$$
Noise Singularity
$$D_{eff}(D) = D \cdot e^{\max(0, D - D_{thresh})}$$

At $D > 0.7$ — exponential growth in errors

$G$ — Error Index
$D$ — Noise (entropy)
$I$ — Model Intelligence
$A$ — Attention Control
📄 Published: NTO 2025 №4 (100)
🎓 Conference: Boston, Dec 2025
For Publishers

Supporting 90%+ of the Web

From WordPress and Shopify to custom React apps. And for everything else — a universal Cloudflare Worker that works with any site without changing code.

📦

CMS Platforms

Install a plugin — you're done

43%+ of the Web
WordPress
WordPress
43% of the Web
🛒
Shopify
E-commerce #1
Ghost
Ghost
Theme
Drupal
Drupal
Module
🔷
Joomla
Extension
⚡

Frameworks and Languages

For custom applications

Node.js
Node.js
Express Middleware
PHP
PHP
Laravel / Symfony
React
React
Next.js / Gatsby
🔧
Any Stack
REST API
Cloudflare Workers

Cloudflare Worker

UNIVERSAL

Magic Solution: A proxy worker that works with any site — Wix, Squarespace, Webflow, custom solutions — without changing the source code. Simply add it to Cloudflare and your site instantly gets an AIO layer.

Wix Squarespace Webflow Tilda Any legacy site
🤖

Automation & AI Tools

Integration into your pipelines

MCP
MCP Tool
Model Context Protocol
⚡
n8n
Workflow Automation
🔄
Make.com
Scenario Ready
Python
Python SDK
For Data Scientists
Quick Start

Get Started in 5 Minutes

Choose your role and implement the standard today.

📢

I am a Publisher

I want to prepare my site for AI agents

  1. 1 Choose your stack or use Cloudflare
  2. 2 The plugin will automatically create a .aio file
  3. 3 AI agents will start finding your content
View Plugins →
💻

I am a Developer

I'm building an AI app and want to consume clean content

  1. 1 Install the SDK for your language
  2. 2 Call parse(url)
  3. 3 Get a clean Content Envelope
View SDKs →
Our Mission

Parallel
Coexistence

We are creating a world where people and AI work with the same content through interfaces optimized for each. HCA for human perception, MCA for machine logic — a single source of truth.

Download on GitHub The Entire Ecosystem →
Open Science Principles • Open Source • Free for Everyone