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Loading the latest published snapshot and its supporting evidence.
12 prompts ranked by leading brand owned citation opportunity.
Assume the buyer is evaluating vendors for the United Kingdom market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking. is out in front at 66.667 percentage_points.
12 promptschecked Sep 3, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON
Assume the buyer is evaluating vendors for the United Kingdom market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking.
66.667 percentage_pointsleading brand owned citation opportunity
leading brand consensus: 66.666667 on 6 of 12 rows · leading brand owned citation coverage: 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 Sep 3, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 6 | 0% | — |
| public prompt citation urls | 8 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 83.333333 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 0% | — |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
| public prompt leading brand owned citation gap | 66.666667 | 100% | 66.667 |
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