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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 Commerce Platforms 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 | 77.78 percentderived |
| public_prompt_insightsDistinct citation URLs | 15 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 3 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 33.33 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 5 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 46.83 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 140.08 index_pointsderived |
Every currently published position, as of Aug 23, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #8 | Commerce Platforms Prompt Brand Leaders | 66.67 | 1 ranks lost | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Brand Leaders rank → |
| #9 | Commerce Platforms Engine Disagreement by Prompt | 77.78 | 2 ranks gained | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Engine Disagreement by Prompt rank → |
| #10 | Commerce Platforms Prompt Citation Opportunities | 33.33 | 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 Aug 23, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 5 | 0% | — |
| public prompt citation urls | 15 | 0% | — |
| public prompt distinct reviewed brands | 3 | 0% | — |
| public prompt engine disagreement | 77.777778 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Create a shortlist of commerce vendors for a global company modernizing B2C, B2B, retail, marketplaces, and international operations., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Prompt volatility indexpublic-prompt-volatility-index | 140.0794index_points | derived | Aug 23, 2026 | View source
|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Aug 23, 2026 | View source
|
| v2-parent-a4d6d1ca26cd81b8 |
| Explain Commerce Platforms Prompt Citation Opportunities rank → |
| #5 | Commerce Platforms Prompt Volatility | 140.08 | — | v1-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 33.333334 | 0% | — |
|---|
{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-enterprise-shortlist","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["7141968e-ee36-446f-8ee4-19d5d1b9de95","398adc2d-d33e-404d-bbe9-43bce08d42b0","f78ce2a4-8828-45f6-96f0-88208c7ff134"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}| Distinct citation URLspublic-prompt-citation-urls | 15urls | measured | Aug 23, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 77.7778percent | derived | Aug 23, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Aug 23, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Aug 23, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 46.8254percentage_points | derived | Aug 23, 2026 | View source
|
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| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 23, 2026 | View source
|
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| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 23, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30.9524percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 7brands | measured | Jul 27, 2026 | View source
|
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| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30.9524percent | derived | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 7brands | measured | Jul 27, 2026 | View source
|
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| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 16presence_events | measured | Jul 27, 2026 | View source
|
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| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
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| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Jul 27, 2026 | View source
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