CiteRank Index
Sentiment Index™
Qualitative polarity of brand descriptions generated by AI.
Current
88
Industry benchmark
70
Illustrative 12-week series — replaced with your own data once audits run.
How we calculate it
Sentiment polarity scoring of LLM outputs using calibrated classifiers.
One-line summary
Natural language processing of engine responses to measure brand favorability.
Related metrics
Illustrative MetricModelled example data
AI Visibility™
Frequency of brand appearance across the top 8 generative engines.
72%
+34%(+89.5%)
Industry avg: 52%Above benchmark
Illustrative MetricModelled example data
Recommendation Share™
Percentage of commercial prompts where the brand is explicitly recommended.
41%
+19%(+86.4%)
Industry avg: 28%Above benchmark
Illustrative MetricModelled example data
Citation Share™
The share of authoritative source links pointing to your domain.
34%
+14%(+70.0%)
Industry avg: 25%Above benchmark