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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 | 61.11 percentderived |
| public_prompt_insightsDistinct citation URLs | 16 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 4 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 100 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 100 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 7 presence_eventsmeasured |
Every currently published position, as of Jul 27, 2026 · 100% confidence · methodology v2-parent-a4d6d1ca26cd81b8.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #4 | Commerce Platforms Prompt Brand Leaders | 100 | Explain Commerce Platforms Prompt Brand Leaders rank → |
| #8 | Commerce Platforms Engine Disagreement by Prompt | 61.11 | Explain Commerce Platforms Engine Disagreement by Prompt rank → |
| #13 | Commerce Platforms Prompt Citation Opportunities | 0 | Explain Commerce Platforms Prompt Citation Opportunities rank → |
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.
100% confidence · 100% component coverage · as of Jul 27, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 7 | 0% | — |
| public prompt citation urls | 16 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 61.111111 | 0% | — |
12 published observations for How should a buyer compare commerce total cost across subscriptions, revenue fees, payments, apps, hosting, development, support, and operations?, all at 100% confidence, as of Jul 27, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | View source
|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | View source
|
| public prompt leading brand consensus |
|---|
| 100 |
| 100% |
| 100 |
| public prompt leading brand owned citation coverage | 100 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
no_prior_published_snapshot
No component moved since the prior snapshot.
{"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 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 61.1111percent | derived | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 7presence_events | measured | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 100percent | derived | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | View source
|
|---|