VISIBILITY · VISIBILITY SCORE
One number for how findable your brand is to AI agents.
Visibility Score blends Citation Rank, Share of Voice, sentiment, source authority, and structured-data completeness into a single comparable score across your category. Track it weekly. Move it monthly.
Visibility Score is the unified metric that combines presence, share, sentiment, and AI-readability into one number — designed for category benchmarks and quarterly KPIs.
- →Composite of 5 sourced inputs, weighted for agent-recommendation impact
- →Benchmarked against your category cohort, refreshed weekly
- →Sub-score breakdown so you fix the right signal
- →Defensible methodology — board- and CFO-friendly
How it works
Four capabilities, one signal
Composite of five signals
Citation Rank · Share of Voice · sentiment trend · authoritative source coverage · structured-data completeness. Each weighted by what actually moves agent recommendations.
Category percentile
You're at 62 — top quartile? Bottom half? We benchmark against your category cohort so the number means something.
Sub-score breakdown
When the composite moves, you see which of the five inputs drove it. So you can fix the right thing, not the cheapest thing.
Quarterly board metric
Single number, defensible methodology, sourced inputs. Use it to report AI presence to your CMO or board without hand-waving.
Case study
GA4 showed ₹11.5K/mo. Real AI revenue: ₹81.2K/mo. 7× hidden
FAQ
Common questions
Citation Rank can be moved tactically by a viral mention. Visibility Score is harder to game and better predicts long-term presence — it captures sentiment, source authority, and structured-data signals LLMs weight heavily.