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Loading the latest published snapshot and its supporting evidence.
12 prompts ranked by leading brand owned citation opportunity.
Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval. is out in front at 66.667 percentage_points.
12 promptschecked Aug 7, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval.
66.667 percentage_pointsleading brand owned citation opportunity
engine disagreement: 66.666667 on 8 of 12 rows · leading brand consensus: 33.333333 on 7 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 7, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 1 | 0% | — |
| public prompt citation urls | 16 | 0% | — |
| public prompt distinct reviewed brands | 1 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 | 0% | — |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
| public prompt leading brand owned citation gap | 0 | 100% | 0 |
No component moved since the prior snapshot.
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