SearchestraAI Visibility Leaderboards: Ranking a Category by Share of Voice
An AI visibility leaderboard ranks the brands in a category by their share of the AI answer: who is named most, cited most, recommended most. It turns a pile of individual metrics into a single competitive picture, and its value depends entirely on a transparent, stable competitive set and prompt set.
Why a ranked view helps
Individual metrics tell you how you are doing; a leaderboard tells you where you stand relative to everyone else. It answers the question leadership asks first: are we winning or losing the category? A ranked view makes displacement and momentum legible at a glance, and it makes progress or slippage impossible to hide.
What a leaderboard needs to be honest
| Requirement | Why it matters |
|---|---|
| A disclosed competitive set | The ranking depends on who is included |
| A stable, versioned prompt set | So changes reflect reality, not question mix |
| Per-engine visibility | One engine can dominate a blended rank |
| Consistent definitions | Mentions and citations counted the same for all |
Reading movement on the board
A leaderboard is most useful over time: who is climbing, who is slipping, who just displaced whom. Read it alongside competitive displacement and momentum so a rank change is explained, not just observed.
The Searchestra view
Searchestra builds a leaderboard on a competitive set you can review and edit, measured on a stable prompt set, so the ranking is transparent and comparable over time rather than a black-box score.
A leaderboard turns scattered metrics into a competitive picture; it is only honest with a disclosed competitive set and a stable prompt set, read over time.
Frequently asked questions
What is an AI visibility leaderboard?
A ranked view of the brands in a category by their share of the AI answer, mentions, citations and recommendations.
What makes a leaderboard trustworthy?
A disclosed competitive set, a stable prompt set, per-engine visibility and consistent definitions applied to every brand.
How should I read a leaderboard?
Over time and alongside displacement and momentum, so a rank change is explained rather than just observed.