Loading company intelligence…
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 | 77.78 percentderived |
| public_prompt_insightsDistinct citation URLs | 12 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 3 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 | 5 presence_eventsmeasured |
| public_prompt_volatilityAbsolute consensus change | 33.33 percentage_pointsderived |
| public_prompt_volatilityAbsolute disagreement change | 44.44 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 1 booleanderived |
| public_prompt_volatilityPrompt volatility index | 138.89 index_pointsderived |
Every currently published position, as of Aug 26, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #6 | AI Writing & Content Prompt Brand Leaders | 66.67 | 1 ranks lost | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Brand Leaders rank → |
| #7 | AI Writing & Content Engine Disagreement by Prompt | 77.78 | 5 ranks gained | v2-parent-a6713db28c05dcdf | Explain AI Writing & Content Engine Disagreement by Prompt rank → |
| #4 | 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 | 5 | 0% | — |
| public prompt citation urls | 12 | 0% | — |
| public prompt distinct reviewed brands | 3 | 0% | — |
| public prompt engine disagreement | 77.777778 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Which AI content platforms are strongest for accurate long-form articles, briefs, reports, citations, revision, and human review?, all at 100% confidence. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | As of | Evidence |
|---|---|---|---|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | 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
|
| v2-parent-a6713db28c05dcdf |
| Explain AI Writing & Content Prompt Citation Opportunities rank → |
| #5 | AI Writing & Content Prompt Volatility | 138.89 | — | v1-parent-a6713db28c05dcdf | Explain AI Writing & Content Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — |
|---|
{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}{"promptSlug":"ai-content-long-form","corpusVersion":"ai-writing-content-platforms-2026-07-27","runArtifactIds":["6e20fcea-acf5-4da6-be08-f3b4f844c27c","7b2603f6-abe7-48e0-936a-d4f080694865","f154c21e-6682-4193-80a8-b1ca2b51862d"],"parentSnapshotId":"bdb67f92-f55c-4809-a4cb-00170ebefb07","providerMatrixVersion":"64232fd32583"}| Leading brand changedpublic-prompt-winner-changed | 1boolean | derived | Aug 26, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 44.4444percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 3brands | measured | Aug 26, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 26, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 26, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 12urls | measured | Aug 26, 2026 | View source
|
|---|
| Prompt volatility indexpublic-prompt-volatility-index | 138.8889index_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 | 77.7778percent | derived | Aug 26, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 8presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 100percentage_points | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 0percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 22urls | measured | Jul 27, 2026 | View source
|
|---|