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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 Marketing Automation 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 | 66.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 17 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 1 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 33.33 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 1 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 0 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 16.67 index_pointsderived |
Every currently published position, as of Aug 17, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #12 | Marketing Automation Prompt Brand Leaders | 33.33 | — | v2-parent-74b52907cd5a78c9 | Explain Marketing Automation Prompt Brand Leaders rank → |
| #11 | Marketing Automation Engine Disagreement by Prompt | 66.67 | 5 ranks lost | v2-parent-74b52907cd5a78c9 | Explain Marketing Automation Engine Disagreement by Prompt rank → |
| #12 | Marketing Automation Prompt Citation Opportunities | 0 | 2 |
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 17, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt brand presence events | 1 | 0% | — |
| public prompt citation urls | 17 | 0% | — |
| public prompt distinct reviewed brands | 1 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 33.333333 |
23 published observations for When should a company consolidate CRM, customer data, journeys, content, messaging, experimentation, and attribution on one marketing platform?, 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 opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 17, 2026 | View source
|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Aug 17, 2026 | View source
|
| v2-parent-74b52907cd5a78c9 |
| Explain Marketing Automation Prompt Citation Opportunities rank → |
| #12 | Marketing Automation Prompt Volatility | 16.67 | — | v1-parent-74b52907cd5a78c9 | Explain Marketing Automation Prompt Volatility rank → |
|---|
| 100% |
| 33.333 |
| public prompt leading brand owned citation coverage | 33.333333 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
No component moved since the prior snapshot.
{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","corpusVersion":"marketing-automation-platforms-2026-07-27","runArtifactIds":["5e6c200a-6907-48c5-b773-9727e3f6b1f9","a2d7ce77-8bd8-4585-8ae6-d3dbe8341eee","87a97495-7e7e-4760-ab7d-fd674999dd78"],"parentSnapshotId":"f46bb8e6-e3db-4b7b-beaa-efb5e848f7d6","providerMatrixVersion":"64232fd32583"}{"promptSlug":"marketing-stack-consolidation","currentSnapshotId":"5cc633c7-603d-4cfd-9145-628f853b1594","previousSnapshotId":"a393ecc2-063c-4ce8-99ed-ee03312f87d4"}| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Aug 17, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_points | derived | Aug 17, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Aug 17, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Aug 17, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 17urls | measured | Aug 17, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 16.6667index_points | derived | Aug 17, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 1presence_events | measured | Aug 17, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 17, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Aug 17, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 19urls | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | 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
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 2presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 1brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 19urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|