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LIVE RANKINGS & DATA
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 | As of | Evidence | Confidence |
|---|---|---|---|---|
| public_prompt_insightsCross-engine brand disagreement | 61.11 percentderived | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct citation URLs | 16 urlsmeasured | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsDistinct reviewed brands surfaced | 4 brandsmeasured | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation coverage | 100 percentderived | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
| public_prompt_insightsReviewed-brand presence events | 7 presence_eventsmeasured | Jul 27, 2026 | Rank.ai Commerce Platforms Prompt Benchmark ↗Grade A | 100% |
Every currently published position, joined to its snapshot, confidence, and methodology version.
| Rank | Leaderboard | Score | Movement | Confidence | As of | Method | Open explanation |
|---|---|---|---|---|---|---|---|
| #4 | Commerce Platforms Prompt Brand Leaderscommerce-platforms-prompt-brand-leaders | 100 | — | 100% | Jul 27, 2026 | v2-parent-a4d6d1ca26cd81b8 | Explain → |
| #8 | Commerce Platforms Engine Disagreement by Promptcommerce-platforms-prompt-engine-disagreement | 61.11 | — | 100% | Jul 27, 2026 | v2-parent-a4d6d1ca26cd81b8 | Explain → |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 7 | 0% | — | 1 | available |
| public prompt citation urls | 16 | 0% | — | 1 | available |
12 published observations for How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Confidence | Evidence |
|---|---|---|---|---|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | Jul 27, 2026 | 100% | View source
|
| #13 |
| Commerce Platforms Prompt Citation Opportunitiescommerce-platforms-prompt-citation-opportunity |
|---|
| 0 |
| — |
| 100% |
| Jul 27, 2026 |
| v2-parent-a4d6d1ca26cd81b8 |
| Explain → |
| public prompt distinct reviewed brands |
|---|
| 4 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 61.111111 | 0% | — | 1 | available |
|---|
| public prompt leading brand consensus | 100 | 100% | 100 | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 100 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}{"promptSlug":"commerce-platform-pricing-tco","corpusVersion":"commerce-platforms-2026-07-27","runArtifactIds":["0bdc9821-e190-447a-a43a-d99e120841ee","bdbfc3eb-f5f4-40d0-83af-fafbead9d6f1","f1a64e4b-625f-44e8-b5e1-d00e49bbaf21"],"parentSnapshotId":"b182095b-70f1-46fc-beb0-fc2b3c42b3a9","providerMatrixVersion":"64232fd32583"}| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.1111percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.1111percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 100percent | derived | Jul 27, 2026 | 100% | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | 100% | View source
|
|---|