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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 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 | 88.89 percentderived |
| public_prompt_insightsDistinct citation URLs | 17 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 | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 66.67 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 4 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 0 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 0 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 100 index_pointsderived |
Every currently published position, as of Aug 23, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #5 | Commerce Platforms Prompt Brand Leaders | 66.67 | 8 ranks gained | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Brand Leaders rank → |
| #6 | Commerce Platforms Engine Disagreement by Prompt | 88.89 | 4 ranks lost | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Engine Disagreement by Prompt rank → |
| #4 | Commerce Platforms Prompt Citation Opportunities | 66.67 | 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 | 4 | 0% | — |
| public prompt citation urls | 17 | 0% | — |
| public prompt distinct reviewed brands | 3 | 0% | — |
| public prompt engine disagreement | 88.888889 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Which commerce platforms provide the strongest governed AI for merchandising, search, service, content, operations, and agentic purchasing?, 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 coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 23, 2026 | View source
|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Aug 23, 2026 | View source
|
| v2-parent-a4d6d1ca26cd81b8 |
| Explain Commerce Platforms Prompt Citation Opportunities rank → |
| #10 | Commerce Platforms Prompt Volatility | 100 | — | v1-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
|---|
{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ai-agents","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["3a4b0721-5ad3-44bb-9635-59c767d742a4","12b02e80-4638-4fdb-a8de-652f9d307a81","44e19343-2709-43c8-b341-2b5fa7b7845d"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 23, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Aug 23, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 100index_points | derived | Aug 23, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Aug 23, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 88.8889percent | derived | Aug 23, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 23, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 88.8889percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 15urls | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 88.8889percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 27, 2026 | View source
|
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| Distinct citation URLspublic-prompt-citation-urls | 15urls | measured | Jul 27, 2026 | View source
|
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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Jul 27, 2026 | View source
|
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| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 33.3333percentage_points | derived | Jul 27, 2026 | View source
|
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