Documentation

R7 — AI Visibility gap rule

Tracking how Claude, ChatGPT, Perplexity, and Gemini cite your domain.

What it detects

Prompts in your project's AI Visibility set where your brand is missing from the LLM answer but competitors are mentioned. Each gap becomes an opportunity to create or improve a comparison/authority page so LLMs cite you.

Heuristic

  • Prompt must have ≥ min_runs_per_prompt recent runs where brand was missing (default 2).
  • Each gap weighted by competitor_mentions × runs.

Suggested action

Create a page that directly addresses the prompt — comparison post, authoritative guide, benchmark with data. The page should signal authority (author bio, schema, citations). Re-probe in a week to see if you're now cited.