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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public commercial prompt in the Rank.ai AI Visibility · Canada 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 | 11 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 1 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 1 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 13.89 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 23.61 index_pointsderived |
Every currently published position, as of Sep 4, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #10 | AI Visibility · Canada Prompt Brand Leaders | 33.33 | 4 ranks lost | v2-parent-f92023b621ec8184 | Explain AI Visibility · Canada Prompt Brand Leaders rank → |
| #10 | AI Visibility · Canada Engine Disagreement by Prompt | 66.67 | 6 ranks lost | v2-parent-f92023b621ec8184 | Explain AI Visibility · Canada Engine Disagreement by Prompt rank → |
| #4 |
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 4, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 1 | 0% | — |
| public prompt citation urls | 11 | 0% | — |
| public prompt distinct reviewed brands | 1 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% |
18 published observations for Assume the buyer is evaluating vendors for the Canadian market and answer within that explicit regional context. Compare specialist answer-engine optimization tools with SEO suites that add AI visibility tracking., 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 owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Sep 4, 2026 | View source
|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Sep 4, 2026 | View source
|
| AI Visibility · Canada Prompt Citation Opportunities |
|---|
| 33.33 |
| 2 ranks lost |
| v2-parent-f92023b621ec8184 |
| Explain AI Visibility · Canada Prompt Citation Opportunities rank → |
| #9 | AI Visibility · Canada Prompt Volatility | 23.61 | — | v1-parent-f92023b621ec8184 | Explain AI Visibility · Canada Prompt Volatility rank → |
|---|
| — |
| public prompt leading brand consensus | 33.333333 | 100% | 33.333 |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 33.333333 | 0% | — |
|---|
{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}{"promptSlug":"specialist-aeo-vs-seo-suite","corpusVersion":"ai-search-visibility-region-canada-2026-07-27","runArtifactIds":["c0c5ccc5-22e2-443b-b871-cbed497f6ae6","6de30feb-c0bc-451e-9d23-85576260d7ff","05067a56-7b74-40e9-8b72-24a438f7b608"],"parentSnapshotId":"53197559-0ed8-41af-8284-d8a2830ad833","providerMatrixVersion":"64232fd32583"}| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 13.8889percentage_points | derived | Sep 4, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 1presence_events | measured | Sep 4, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Sep 4, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Sep 4, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Sep 4, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Sep 4, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 23.6111index_points | derived | Sep 4, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 11urls | measured | Sep 4, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Sep 4, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 6presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 80.5556percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
|
|---|