We query ChatGPT, Perplexity, Claude, Gemini, Google AI & Grok with real prompts — then issue a reading.
Live citation check: 50+ real prompts across ChatGPT, Perplexity, Claude, Gemini, and Grok. Direct measurement.
Readiness audit: robots.txt, JSON-LD schema, content patterns, Reddit presence.
Scoring: 60% citation rate + 40% readiness signals.
Limitations: No tool can measure actual LLM query volume. We are honest about this.