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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 | 93.33 percentderived |
| public_prompt_insightsDistinct citation URLs | 4 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 5 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 | 6 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 63.33 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 48.33 index_pointsderived |
Every currently published position, as of Aug 23, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #1 | Commerce Platforms Prompt Brand Leaders | 66.67 | 7 ranks gained | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Brand Leaders rank → |
| #2 | Commerce Platforms Engine Disagreement by Prompt | 93.33 | 10 ranks gained | v2-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Engine Disagreement by Prompt rank → |
| #1 | Commerce Platforms Prompt Citation Opportunities | 66.67 | 3 |
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 | 6 | 0% | — |
| public prompt citation urls | 4 | 0% | — |
| public prompt distinct reviewed brands | 5 | 0% | — |
| public prompt engine disagreement | 93.333333 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% |
23 published observations for Compare commerce vendors on apps, agencies, developers, integrations, themes, payment partners, fulfillment partners, and ecosystem quality., 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 | Aug 23, 2026 | View source
|
| Prompt volatility indexpublic-prompt-volatility-index | 48.3333index_points | derived | Aug 23, 2026 | View source
|
| v2-parent-a4d6d1ca26cd81b8 |
| Explain Commerce Platforms Prompt Citation Opportunities rank → |
| #11 | Commerce Platforms Prompt Volatility | 48.33 | — | v1-parent-a4d6d1ca26cd81b8 | Explain Commerce Platforms Prompt Volatility rank → |
|---|
| 66.667 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
|---|
{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["8ebfff15-2b75-4662-a823-47f69df90c04","f5bc65fd-c29b-4920-95e4-3559a11c7935","4f76289b-d6de-41f9-a88f-89bb9b76ad4a"],"parentSnapshotId":"b8d592fe-8d90-43eb-ba1e-75f21de5220d","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-ecosystem-comparison","currentSnapshotId":"6eaf994d-8479-4087-b4c7-3cef75f611b6","previousSnapshotId":"1a0994be-c977-43ec-93a7-cdfe07a5cf9c"}| Distinct citation URLspublic-prompt-citation-urls | 4urls | measured | Aug 23, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Aug 23, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 6presence_events | measured | Aug 23, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 23, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 93.3333percent | derived | Aug 23, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 63.3333percentage_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 | 66.6667percentage_points | derived | Aug 23, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 11presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 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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| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 11presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 30percent | derived | Jul 27, 2026 | View source
|
|---|