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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Public recommendation 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 | 0 percentderived |
| public_prompt_insightsDistinct citation URLs | 13 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 0 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 0 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 percentage_pointsderived |
| public_prompt_insightsReviewed-brand presence events | 0 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 0 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 0 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 0 index_pointsderived |
Every currently published position, as of Aug 26, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #12 | AI Writing & Content Prompt Brand Leaders | 0 | 2 ranks gained | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Brand Leaders rank → |
| #12 | AI Writing & Content Engine Disagreement by Prompt | 0 | 2 ranks gained | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Engine Disagreement by Prompt rank → |
| #12 | AI Writing & Content Prompt Citation Opportunities | 0 |
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 | 0 | 0% | — |
| public prompt citation urls | 13 | 0% | — |
| public prompt distinct reviewed brands | 0 | 0% | — |
| public prompt engine disagreement | 0 | 0% | — |
| public prompt leading brand consensus | 0 | 100% |
23 published observations for Recommend an AI content platform for multilingual localization with terminology, tone, regional review, translation memory, and workflow controls., all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 0brands | measured | Aug 26, 2026 | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 13urls | measured | Aug 26, 2026 | View source
|
| 2 ranks gained |
| v2-parent-a6713db28c05dcdf |
| Explain AI Writing & Content Prompt Citation Opportunities rank → |
| #13 | AI Writing & Content Prompt Volatility | 0 | — | v1-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Volatility rank → |
|---|
| 0 |
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-localization","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["066a910d-533e-4fc9-ac35-fc87df2bb83d","4bd8c97d-3c60-44fa-9e66-1b9fe7fd737a","46140877-fe76-4a01-9191-60e6aa1f8091"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}| Prompt volatility indexpublic-prompt-volatility-index | 0index_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Aug 26, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Aug 26, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 0percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Aug 26, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 0percentage_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 | 0percent | derived | Aug 26, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 16urls | 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 | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 0brands | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 0presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 0brands | measured | Jul 27, 2026 | View source
|
|---|