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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 | 100 percentderived |
| public_prompt_insightsDistinct citation URLs | 11 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 | 33.33 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 33.33 index_pointsderived |
Every currently published position, as of Sep 5, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #6 | AI Visibility · Australia Prompt Brand Leaders | 33.33 | 4 ranks gained | v2-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Prompt Brand Leaders rank → |
| #1 | AI Visibility · Australia Engine Disagreement by Prompt | 100 | 4 ranks gained | v2-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Engine Disagreement by Prompt rank → |
| #7 |
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 | 11 | 0% | — |
| public prompt distinct reviewed brands | 2 | 0% | — |
| public prompt engine disagreement | 100 | 0% | — |
29 published observations for Assume the buyer is evaluating vendors for the Australian market and answer within that explicit regional context. Recommend a platform that combines traditional SEO workflows with generative-search visibility., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Sep 5, 2026 | View source
|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Sep 5, 2026 | View source
|
| AI Visibility · Australia Prompt Citation Opportunities |
|---|
| 0 |
| 2 ranks lost |
| v2-parent-1d89662b35df8ca0 |
| Explain AI Visibility · Australia Prompt Citation Opportunities rank → |
| #10 | AI Visibility · Australia Prompt Volatility | 33.33 | 2 ranks lost | v1-parent-1d89662b35df8ca0 | Explain AI Visibility · Australia Prompt Volatility rank → |
|---|
| 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":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}{"promptSlug":"combined-seo-ai-visibility","corpusVersion":"ai-search-visibility-region-australia-2026-07-27","runArtifactIds":["75214013-a86e-4e10-aff6-e4f6cb2ae16c","b30d5c98-d3d5-4a74-8215-279cc7b62230","8a2138f3-57ad-4a1c-befb-463dc1c937dc"],"parentSnapshotId":"1af26d58-9474-41b3-9046-4bdd91a369cd","providerMatrixVersion":"64232fd32583"}| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Sep 5, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Sep 5, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 33.3333percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 11urls | measured | Sep 5, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 33.3333index_points | derived | Sep 5, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Sep 5, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 100percent | derived | Sep 5, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Sep 5, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 28, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Jul 28, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 28, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 0index_points | derived | Jul 28, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 28, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 28, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Jul 28, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_points | derived | Jul 28, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 28, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|