Brand Visibility
Share of voice across AI answers — prompts, citations, trend.
Gaps & Battle
Where rivals win the answer — and how you steal share back.
Evidence Loops
Closeable units: gap → owner → fix → re-measure.
Board Pack
Role-ready exports with REAL · DERIVED · MODELED labels.
Strategist Chat
Grounded next moves from your workspace memory.
Operator & Executive
One lens for leadership: risk, momentum, proof.
Visibility score
What the score measures — and what it does not.
Loop health
Are you closing work, or just collecting insights?
Message gaps
Where your story is missing or misrepresented.
Competitor-owned conversations
When AI defaults to someone else.
Loops → business impact
How closed loops connect to pipeline and brand.