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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public recommendation prompt in the Rank.ai AI Visibility · Australia benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_insightsCross-engine brand disagreement | 66.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 14 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 2 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 2 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 16.67 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 25 index_pointsderived |
Every currently published position, as of Sep 5, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #9 | AI Visibility · Australia Prompt Brand Leaders | 33.33 | 2 ranks lost | v2-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Prompt Brand Leaders rank → |
| #9 | AI Visibility · Australia Engine Disagreement by Prompt | 66.67 | 7 ranks lost | v2-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Engine Disagreement by Prompt rank → |
| #9 |
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 5, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 2 | 0% | — |
| public prompt citation urls | 14 | 0% | — |
| public prompt distinct reviewed brands | 2 | 0% | — |
| public prompt engine disagreement | 66.666667 |
29 published observations for Assume the buyer is evaluating vendors for the Australian market and answer within that explicit regional context. Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Sep 5, 2026 | View source
|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Sep 5, 2026 | View source
|
| AI Visibility · Australia Prompt Citation Opportunities |
|---|
| 0 |
| 1 ranks gained |
| v2-parent-1d89662b35df8ca0 |
| Explain AI Visibility · Australia Prompt Citation Opportunities rank → |
| #11 | AI Visibility · Australia Prompt Volatility | 25 | 2 ranks lost | v1-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Prompt Volatility rank → |
|---|
| 0% |
| — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
|---|
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["7ab04bc5-1475-4521-9cb9-4b9bdc94a0fe","3651fdaf-e1e3-43f8-91b7-aae809c6b2c4","744ebf5b-71f6-4961-a175-3f863fde41a3"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"enterprise-aeo-governance","currentSnapshotId":"a210bfe4-cd11-4934-b16d-3c776fa7cf5b","previousSnapshotId":"e8da7528-4a90-4dbc-9934-a98fba5fdc91"}| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Sep 5, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 25index_points | derived | Sep 5, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 16.6667percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Sep 5, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 14urls | measured | Sep 5, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Sep 5, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Sep 5, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 0index_points | derived | Jul 28, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 28, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 28, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 83.3333percent | derived | Jul 28, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 28, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Jul 28, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 28, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 28, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 83.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|