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LIVE RANKINGS & DATA
Loading the latest published snapshot and its supporting evidence.
Public commercial prompt in the Rank.ai AI Visibility · United Kingdom benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 94.44 percentderived | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 24 urlsmeasured | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 6 brandsmeasured | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 7 presence_eventsmeasured | Jul 27, 2026 | Rank.ai AI Visibility · United Kingdom Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #7 | AI Visibility · United Kingdom Prompt Brand Leadersai-search-visibility-region-united-kingdom-prompt-brand-leaders | 66.67 | — | 100% | Jul 27, 2026 | v2-parent-36a0560c423828e5 | Explain → |
| #2 | AI Visibility · United Kingdom Engine Disagreement by Promptai-search-visibility-region-united-kingdom-prompt-engine-disagreement | 94.44 | — | 100% | Jul 27, 2026 | v2-parent-36a0560c423828e5 | Explain → |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 7 | 0% | — | 1 | available |
| public prompt citation urls | 24 | 0% | — |
7 published observations for 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.. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 6brands | measured | Jul 27, 2026 | 100% | View source
|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 94.4444percent | derived | Jul 27, 2026 | 100% | View source
|
| #3 | AI Visibility · United Kingdom Prompt Citation Opportunitiesai-search-visibility-region-united-kingdom-prompt-citation-opportunity | 33.33 | — | 100% | Jul 27, 2026 | v2-parent-36a0560c423828e5 | Explain → |
|---|
| 1 |
| available |
| public prompt distinct reviewed brands | 6 | 0% | — | 1 | available |
|---|
| public prompt engine disagreement | 94.444444 | 0% | — | 1 | available |
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| public prompt leading brand consensus | 66.666667 | 100% | 66.667 | 1 | available |
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| public prompt leading brand owned citation coverage | 33.333333 | 0% | — | 1 | available |
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| public prompt leading brand owned citation gap | 33.333334 | 0% | — | 1 | available |
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no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-united-kingdom-2026-07-27","runArtifactIds":["57678ed2-7b1a-407c-b9ae-6703168c9e74","fa6a9406-0d5a-443a-8a08-60e6e1b0f184","9b5ff438-43fb-4885-b751-aaf53fa74d08"],"parentSnapshotId":"90f82f8f-9e1f-4796-a800-67f00120f37c","providerMatrixVersion":"64232fd32583"}| Distinct citation URLspublic-prompt-citation-urls | 24urls | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | 100% | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | Jul 27, 2026 | 100% | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 27, 2026 | 100% | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Jul 27, 2026 | 100% | View source
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