v0.2.0 — Multi-AI Scoring

What's New

Multi-AI Scoring Engine

Score your website's AI readiness with multiple AI engines simultaneously.

npx aeoptimize scan https://your-site.com --multi-ai

How it works:

• Detects available AI CLIs (gemini, copilot) on your system
• Dispatches parallel scoring requests to each
• Merges with rule engine using weighted average
• Falls back gracefully to rule engine only if no CLIs found

Scoring methodology:

Scenario	Weighting
Rule engine + 2+ AIs	50% rules + 50% AI average
Rule engine + 1 AI	60% rules + 40% AI
Rule engine only	100% rules

Example output:

Score: 72/100 (Rule Engine: 61 | AI Consensus: 83)

  Rule Engine      ████████████░░░░░░░░ 61/100
  Claude           ████████████████░░░░ 85/100
  Gemini           ████████████████░░░░ 81/100

AI Insights:
  Claude:  "Content is well-structured but FAQ section lacks schema markup"
  Gemini:  "High citability, missing llms.txt reduces discoverability"

New Files

• ai-prompt.ts — Standardized scoring prompt for all AI engines
• external-scorers.ts — CLI detection and invocation
• merger.ts — Score aggregation logic
• aeo-ai-scorer agent — Claude Code subagent for semantic scoring

Claude Code Skill Updates

• /aeo-scan now detects available AI CLIs and offers multi-AI scoring
• New aeo-ai-scorer agent for Claude-based semantic analysis

Stats

• 50 tests passing
• 17 rule engine rules + multi-AI scoring
• Zero external dependencies for AI scoring (uses existing CLI subscriptions)