Overview scorecard
Visibility Score, Mention Rate, Recommendation Rate, First-choice Rate, Citation Share, Average Position, and SOV.
ChatGPT · Gemini · Perplexity
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Scoring
Scores are computed in code from stored evidence — not invented in an LLM prompt. MentionX publishes methodology for Visibility Score, Mention Rate, Recommendation Rate, First-choice Rate, position, citation share, and SOV.
Open the cut →Why it matters
Outcomes
Platform
Visibility Score, Mention Rate, Recommendation Rate, First-choice Rate, Citation Share, Average Position, and SOV.
Every scan records scorer version — reruns remain comparable or explicitly flagged.
Pair scores with Boardroom deck slides tied to stored evidence.
Evidence first
Stored engine answers before scores. No fabricated query volumes. Published methodology.