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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 Platforms 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 | 0 percentderived | Jul 27, 2026 | Rank.ai AI Visibility Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 23 urlsmeasured | Jul 27, 2026 | Rank.ai AI Visibility Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 0 brandsmeasured | Jul 27, 2026 | Rank.ai AI Visibility Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 0 percentderived | Jul 27, 2026 | Rank.ai AI Visibility Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 0 presence_eventsmeasured | Jul 27, 2026 | Rank.ai AI Visibility Platforms 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 |
|---|---|---|---|---|---|---|---|
| #12 | AI Visibility Platforms Prompt Brand Leadersai-search-visibility-platforms-prompt-brand-leaders | 0 | — | 100% | Jul 27, 2026 | v1-parent-aeaa87829ffde373 | Explain → |
| #12 | AI Visibility Platforms Engine Disagreement by Promptai-search-visibility-platforms-prompt-engine-disagreement | 0 | — | 100% | Jul 27, 2026 | v1-parent-aeaa87829ffde373 | Explain → |
Derives prompt-level brand leaders and cross-engine brand-set disagreement 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 | 0 | 0% | — | 1 | available |
| public prompt citation urls | 23 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
5 published observations for How should a marketing team evaluate sampling, repeatability, citations, and data quality in an AI visibility vendor?. 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 | 0brands | measured | Jul 27, 2026 | 100% | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 23urls | measured | Jul 27, 2026 | 100% | View source
|
| 0 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 0 | 100% | 0 | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}{"promptSlug":"evaluate-ai-visibility-data-quality","corpusVersion":"ai-search-visibility-platforms-2026-07-27","runArtifactIds":["e425ad5f-2179-46d3-bb34-0cc812df1b3d","44052482-91d7-4a0c-af31-360ecb8ca16c","b2f7fa6f-cdf2-49fb-8bb7-5a6aacc2ff3c"],"parentSnapshotId":"fbb0b2cb-2c2c-4bdd-b9de-49dcb124743b","providerMatrixVersion":"64232fd32583"}| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 0percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Jul 27, 2026 | 100% | View source
|
|---|