Metrics & Reports
Turn raw AI responses into actionable insights. Detailed metrics, clear trends, and reports you can share with your team.
The challenge
Raw AI responses don't tell you much
Reading through AI responses one by one doesn't scale. You need structured metrics to make decisions — visibility scores to track progress, sentiment analysis to understand tone, ranking data to measure position, and trend charts to spot patterns. Without proper analytics, you're guessing instead of knowing.
How it works
From data to decisions in three steps
Collect evaluation data
Every evaluation generates structured data points across all your prompts, personas, and AI models.
We calculate key metrics
brandecho.ai automatically calculates visibility scores, sentiment analysis, ranking positions, and brand mention rates.
Review trends and insights
Explore interactive dashboards, compare time periods, and export reports for your team and stakeholders.
Key capabilities
All the metrics that matter
Visibility Score
Your brand's overall AI visibility as a clear percentage — the single most important metric for AI presence.
Sentiment analysis
Understand the tone of AI responses about your brand. Is AI positive, neutral, or negative when mentioning you?
Ranking position
See where your brand appears in AI-generated lists and recommendations. Track your position over time.
Trend charts
Visualize all your metrics over time with interactive charts. Spot patterns, measure progress, and share insights.
Turn AI data into actionable insights
Get detailed metrics and reports that help you make smarter decisions about your AI visibility.