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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 AI Writing & Content 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 | 14 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 2 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 | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 0 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 116.67 index_pointsderived |
Every currently published position, as of Aug 26, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #7 | AI Writing & Content Prompt Brand Leaders | 66.67 | 2 ranks gained | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Brand Leaders rank → |
| #8 | AI Writing & Content Engine Disagreement by Prompt | 66.67 | 5 ranks lost | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Engine Disagreement by Prompt rank → |
| #5 | AI Writing & Content Prompt Citation Opportunities | 66.67 |
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 26, 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 | 14 | 0% | — |
| public prompt distinct reviewed brands | 2 | 0% | — |
| public prompt engine disagreement | 66.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 |
23 published observations for Compare AI content platforms on briefs, assignments, collaboration, approvals, versioning, content systems, publishing, and performance feedback., 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 | 1boolean | derived | Aug 26, 2026 | View source
|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 26, 2026 | View source
|
| 4 ranks gained |
| v2-parent-a6713db28c05dcdf |
| Explain AI Writing & Content Prompt Citation Opportunities rank → |
| #6 | AI Writing & Content Prompt Volatility | 116.67 | — | v1-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Volatility rank → |
|---|
| 100% |
| 66.667 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
|---|
{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["0028f137-747d-49e4-bf8a-e87de6960212","3c7af1f2-278f-42d4-afa0-90aca5b8bba4","0aa9ed84-9a40-4524-b40c-9271fa8b1fc0"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-workflow-test","currentSnapshotId":"6d245e95-0205-4db6-9428-35873adcb55d","previousSnapshotId":"392853bd-cd03-4d48-b6ea-999b864c4c6b"}| Distinct citation URLspublic-prompt-citation-urls | 14urls | measured | Aug 26, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 2brands | measured | Aug 26, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 116.6667index_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Aug 26, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 26, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 4presence_events | measured | Aug 26, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 27, 2026 | View source
|
|---|
| 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
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 21urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 21urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 66.6667percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 3presence_events | measured | Jul 27, 2026 | View source
|
|---|