GotThatData's picture
Fix: Change SDK to docker to use custom Dockerfile
7119e09 verified
metadata
title: ACO Academy | The SEO of the AI Era
emoji: πŸ€–
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
pinned: false
license: mit

ACO Academy Benchmark Tool

The SEO of the AI Era

Is Your Site Ready for AI Agents?

Get a comprehensive benchmark of your site's Agent Commerce Optimization score. Find out what AI shopping agents see when they evaluate your site.

Agent Commerce Optimization (ACO) is the emerging standard for making websites discoverable and usable by AI agents. As AI assistants increasingly act as shopping agents for users, websites need to be optimized for programmatic agent access, not just human browsers.

Sites without ACO will be invisible to AI commerce agents.

What's Included in Your Benchmark

A comprehensive 6-point analysis covering every aspect of agent commerce optimization:

  1. πŸ” SEO Analysis - SSL, robots.txt, sitemap, meta tags, and traditional search optimization factors
  2. πŸ€– ACO Analysis - Agent card, MCP manifest, llms.txt, structured data, and AI agent discoverability
  3. πŸ”’ Security Scan - Security headers, rate limiting, sybil protection, and human escalation paths
  4. βœ… Consent Audit - GDPR, CCPA, and ACO consent compliance. Informed, voluntary, and fiduciary analysis
  5. 🧠 CEH-RI Analysis - Cognitive Event Horizon Risk Index across 6 dimensions of agent decision-making
  6. πŸ“‹ Pathology Report - Perception asymmetry, epistemic ambiguity, trust exhaustion risk assessment

Try It Now

πŸ” Showcase Examples

View full PDF reports for major platforms:

  • Amazon.com - Grade F (49/100) - Zero ACO implementation
  • X.com - Grade D (65/100) - Partial ACO support
  • Shopify.com - Grade B (78/100) - Good ACO implementation

πŸ†“ Check Your Site

Get a free preview scan of any domain:

  • Basic ACO component detection
  • Estimated grade
  • High-level findings

πŸ”₯ Full Report ($99)

Complete 6-point benchmark analysis with instant results:

  • SEO + ACO + Security + Consent + CEH-RI + Pathology
  • Prioritized action items
  • PDF report download
  • Results saved for future reference
  • Secure payment via Stripe

About ACO Academy

ACO Academy is built on the SmartLedger ecosystem:

  • EΒ² Identity - Verifiable credentials for agent authentication
  • BLS Explorer - Transparent blockchain audit trails
  • SNTNL Network - Decentralized trust infrastructure

Visit ACO Academy β†’

CEH-RI: Cognitive Event Horizon Risk Index

Our proprietary metric measures cognitive manipulation risk across 6 dimensions:

  • Epistemic Cost Asymmetry - Information imbalance
  • Planning Horizon Collapse - Urgency-based pressure
  • Execution Determinism - Action outcome clarity
  • Justification Latency - Decision factor transparency
  • Memory Reinforcement Intensity - Pattern manipulation
  • Trust Portability Friction - Lock-in vs. interoperability

Higher scores indicate elevated risk of agent exploitation.

Examples of ACO Compliance

βœ… Good (Grade A-B)

  • Implements /.well-known/agent.json for A2A Protocol discovery
  • Provides MCP manifest for Model Context Protocol support
  • Includes /llms.txt to guide AI crawlers
  • Uses JSON-LD structured data
  • Strong security headers and rate limiting
  • Transparent consent mechanisms

❌ Poor (Grade D-F)

  • No agent discovery files
  • Missing structured data
  • Weak or absent security headers
  • High CEH-RI scores (manipulation patterns)
  • Unclear consent flows

Technical Details

This Space provides:

  • Showcase reports - Pre-generated PDF benchmarks for major sites
  • Preview scans - Free basic ACO checks for any domain
  • Upgrade flow - Stripe checkout for full $99 reports

No API keys or secrets are exposed in this Space. All external calls are configured via environment variables.

Grading Scale

  • A (90-100): Excellent - Agent-native platform
  • B (80-89): Good - Strong ACO with minor gaps
  • C (70-79): Adequate - Needs improvement
  • D (60-69): Poor - Major gaps
  • F (0-59): Failing - Not ready

Contact


Built with ❀️ by SmartLedger | Powered by E² Identity & SNTNL Network