AI Visibility (AV)

The Foundational Question

"How would AI platforms answer questions about your business?"

AV is the execution engine of AI LocalRank. It takes collected evidence and simulates how each major AI platform would respond to specific user questions.

What AV Measures

How AV Works

  1. SCENARIO GENERATION — Create realistic questions users might ask: "What are the hours?", "Can I book online?", "What's the phone number?" (8 scenarios per audit, tailored to business type)

  2. PLATFORM PROJECTION — For each platform (ChatGPT, Perplexity, Gemini, Claude, Grok): Apply platform-specific lens, compute D×E×A, determine answer status, generate projected response

  3. AGGREGATION — Combine results into per-platform confidence scores, agreement meter, conflict detection, and diagnostic flags

Platform Lenses

Key Insight

AV shows the symptoms — what AI would say and with what confidence. Other modules explain the causes — why AI behaves this way.