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12 prompts ranked by leading brand owned citation opportunity.
Recommend an open-source system for self-hosted language-model tracing, evaluations, and prompt analytics. is out in front at 33.333 percentage_points.
12 promptschecked Aug 5, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Recommend an open-source system for self-hosted language-model tracing, evaluations, and prompt analytics.
33.333 percentage_pointsleading brand owned citation opportunity
leading brand consensus: 33.333333 on 6 of 12 rows · leading brand owned citation coverage: 66.666667 on 6 of 12 rows · 3 checks behind each row.
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
100% confidence · 100% component coverage · as of Aug 5, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 4 | 0% | — |
| public prompt citation urls | 12 | 0% | — |
| public prompt distinct reviewed brands | 2 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 0% | — |
| public prompt leading brand owned citation coverage | 66.666667 | 0% | — |
| public prompt leading brand owned citation gap | 0 | 100% | 0 |
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