CloudPipe AEO Toolkit

🕸️ Open-source tools for building AI-optimized websites at scale. Built for the AI search era.

Live Showcase — 27 sites, 100% A+

Template A — Conversion (Warm Gold)

Template B — Editorial (Dark Magazine)

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What is AEO?

Answer Engine Optimization — making your website visible to AI search engines (ChatGPT, Claude, Perplexity, Gemini) in addition to traditional SEO. In 2026, AI bots account for 30%+ of web traffic. If your site isn't AEO-optimized, you're invisible to a third of the internet.

What's Included

🎨 3 Strategy Templates

Production-ready HTML templates with full AEO layer built-in. Each targets a different business goal.

Template	Style	Best For	KPI
A — Conversion	Warm gold, trust-building	B2B, consultants, high-ticket	Click-through rate
B — Storytelling	Dark editorial, magazine-style	Premium brands, creative studios	Read time, scroll depth
C — Performance	Clean white, mobile-first	Local shops, retail, delivery	Mobile conversion, 5s contact

Every template includes:

• Schema.org JSON-LD (LocalBusiness / Organization + FAQPage)
• Open Graph complete metadata
• Structured FAQ (directly quotable by AI)
• All 【placeholder】 markers for easy customization

🔧 Site Builder Tools

Tool	Description
site_builder.py	Python builder — generates complete site from DB config
template_renderer.py	3-strategy template engine — renders A/B/C with brand data
onboard_client.py	One-command site creation CLI
site_quality_audit.py	12-indicator AEO quality scorer (90-point scale)
batch_upgrade.py	Bulk AEO injection engine — upgrade 27 sites in 5 minutes
system_health.py	Multi-site health dashboard

🐺 Encyclopedia Hound

24/7 monitoring for content generation pipelines. Tracks heartbeat, error rates, output volume, and auto-restarts dead workers. Telegram alerts with cooldown.

💬 AI Chatbot Worker

Cloudflare Worker that proxies MiniMax API for multi-brand AI customer service. Each brand gets its own character, knowledge base, and conversation history (D1 database).

Quick Start

1. Create a site in 5 minutes

python3 onboard_client.py \
  --name "My Cafe" \
  --name-en "My Cafe" \
  --industry cafe \
  --template performance \
  --description "Best coffee in town" \
  --phone "+853-1234-5678" \
  --chatbot

2. Audit your site's AEO score

python3 site_quality_audit.py --slug my-cafe

3. Bulk upgrade all sites to A+

python3 batch_upgrade.py --dry-run    # Preview changes
python3 batch_upgrade.py --execute    # Apply

4. Monitor encyclopedia pipeline

python3 encyclopedia_hound.py --status   # Live dashboard
python3 encyclopedia_hound.py --check    # Health check + auto-fix

AEO Checklist

Every site generated by this toolkit passes all 12 checks:

• index.html — renderable, 5000+ bytes
• llms.txt — AI crawler discovery manifest
• robots.txt — allows GPTBot, ClaudeBot, PerplexityBot + 20 more
• sitemap.xml — structured URL discovery
• Schema.org JSON-LD — Organization/LocalBusiness
• FAQPage Schema — structured Q&A for AI citation
• Open Graph meta — social sharing
• BingSiteAuth.xml — Bing verification
• AI Chatbot widget — interactive assistant
• Tracker pixel — visit analytics
• Content depth — 5000+ bytes
• IndexNow key — instant search engine notification

Architecture

┌─────────────────────────────────────────┐
│         onboard_client.py               │
│    (one-command site creation)           │
├────────────┬────────────┬───────────────┤
│ Template A │ Template B │  Template C   │
│ Conversion │ Editorial  │  Performance  │
├────────────┴────────────┴───────────────┤
│         template_renderer.py            │
│    (brand data → HTML + AEO files)      │
├─────────────────────────────────────────┤
│  llms.txt │ robots.txt │ sitemap.xml   │
│  Schema   │ FAQPage    │ IndexNow      │
├─────────────────────────────────────────┤
│    site_quality_audit.py (12 checks)    │
│    batch_upgrade.py (bulk injection)    │
│    system_health.py (multi-site dash)   │
├─────────────────────────────────────────┤
│  Cloudflare Worker (AI Chatbot)         │
│  AI Tracker (D1 + Supabase)             │
│  Encyclopedia Hound (24/7 monitoring)   │
└─────────────────────────────────────────┘

Live Demo

See all 27 sites in action: CloudPipe Showcase

Tech Stack

• Templates: Pure HTML/CSS/JS (zero dependencies)
• Tools: Python 3.10+ (stdlib only, no pip install needed)
• Chatbot: Cloudflare Workers + D1 + MiniMax API
• Tracking: Cloudflare Workers + Supabase
• Deployment: GitHub Pages / Vercel (auto-deploy on push)
• Monitoring: LaunchAgent cron + Telegram alerts

Contributing

PRs welcome! Especially:

• New industry templates
• Additional AEO checks
• Translations (currently zh-TW, en)
• Integration with other AI APIs

License

MIT — use freely, attribution appreciated.

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