AI SEARCH CONTINUOUS INTELLIGENCE PROVENANCE ENFORCED
AI Search Intelligence Workspace
Continuous observation, change detection, competitor tracking, and real-time alert intelligence for AEO, GEO, LLMO, and VSO. For foundational concepts and scoring criteria, see the GEO Guide.
Search Intelligence Pillar Readiness
Four-Pillar Health MatrixAEO Readiness
Pillar 1--
Direct answer blocks & snippet structures
Scan required for AEO evaluation
GEO Readiness
Pillar 2--
Generative Engine Optimization & Entity Clarity
AI Share of Voice: -- (No observations yet)
LLMO Bot Access
Pillar 3--
AI search crawler robots.txt access
Scan required for robots.txt audit
VSO Voice Readiness
Pillar 4--
Conversational readability & Speakable
Scan required for voice analysis
AI Data Sources & Provider Status
Live observation providers & first-party data connections
OpenRouter Gateway
GPT-4o Multi-Engine Pipeline
OpenAI (ChatGPT)
Direct Provider Adapter
Perplexity AI
Sonar Search Adapter
Google Search Console
First-Party Search Signals
Active Tracked Prompts & Visibility
Prompts monitored for target citations and brand mentions
0 Prompts Tracked
No tracked prompts configured yet for this project.
Enter a prompt in the Tracked Prompts section to start monitoring AI visibility.