GEO Gateway & SENTINEL

GEO Gateway is CatyAI's AI-optimized content delivery system that makes your knowledge base accessible to AI crawlers and search engines.

What is GEO?

GEO (Generative Engine Optimization) optimizes your content for AI systems like ChatGPT, Claude, Perplexity, and Google AI Overviews.

SENTINEL System

SENTINEL is the predictive intelligence layer (Layer 3.6) that:

• Monitors AI crawler activity in real-time
• Predicts which content AI systems will request
• Pre-generates optimized responses
• Tracks authority scores across AI platforms

Architecture

Layer 3.3: Validation + Rate Limiting
Layer 3.5: AI Beacon (crawler detection)
Layer 3.6: SENTINEL Predictive Core

llms.txt Support

CatyAI automatically generates llms.txt files for your knowledge base:

GET /llms.txt?widget=YOUR_WIDGET_ID

This provides AI systems with a structured, machine-readable summary of your content.

Format

# Company Name

> Brief description of your business

## Products
- Product A: Description
- Product B: Description

## FAQ
### Common Question?
Answer here...

Authority Score

CatyAI tracks how AI systems cite your content:

Platform	Score Range	Meaning
ChatGPT	0-100	Citation frequency in responses
Claude	0-100	Content retrieval rate
Perplexity	0-100	Search result ranking
Google AI	0-100	AI Overview inclusion

Dashboard

View GEO metrics at Dashboard → GEO Observability:

• Crawler Visits: Real-time AI crawler activity
• Content Freshness: Last indexed timestamps
• Authority Trends: Score changes over time
• Top Queries: What AI systems ask about you

Qdrant Vector Search

Knowledge base content is indexed in Qdrant for semantic search:

// Content retrieval flow
1. User asks question
2. Question embedded as vector
3. Qdrant finds similar content chunks
4. AI generates response with context

Indexing Content

Content is automatically indexed when you:

• Upload documents (PDF, DOCX, TXT)
• Add FAQ entries
• Crawl website pages
• Import product catalogs

Configuration

Enable GEO Gateway in widget settings:

{
  "geo": {
    "enabled": true,
    "llmstxt_enabled": true,
    "crawler_tracking": true,
    "beacon_enabled": true
  }
}

API Endpoints

Get GEO Stats

GET /api/widgets/:widgetId/geo/stats

Refresh llms.txt

POST /api/widgets/:widgetId/geo/refresh-llmstxt

View Crawler Activity

GET /api/widgets/:widgetId/geo/crawlers

Best Practices

1. Keep content fresh - Update knowledge base regularly
2. Use structured content - Clear headings, bullet points
3. Include metadata - Descriptions, categories, tags
4. Monitor authority scores - Track AI citation trends
5. Optimize for questions - Frame content as Q&A when possible