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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 Design & Creative 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 | 91.67 percentderived |
| public_prompt_insightsDistinct citation URLs | 13 urlsmeasured |
| public_prompt_insightsDistinct reviewed brands surfaced | 4 brandsmeasured |
| public_prompt_insightsLeading-brand engine consensus | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation coverage | 66.67 percentderived |
| public_prompt_insightsLeading-brand owned-citation opportunity | 0 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 | 38.33 percentage_pointsderived |
| public_prompt_volatilityLeading brand changed | 0 booleanderived |
| public_prompt_volatilityPrompt volatility index | 35.83 index_pointsderived |
Every currently published position, as of Aug 22, 2026 · 100% confidence.
| Rank | Leaderboard | Score | Movement | Method | Explain |
|---|---|---|---|---|---|
| #5 | Design & Creative Prompt Brand Leaders | 66.67 | 3 ranks lost | v2-parent-552f72aece75deb3 | Explain Design & Creative Prompt Brand Leaders rank → |
| #3 | Design & Creative Engine Disagreement by Prompt | 91.67 | 3 ranks gained | v2-parent-552f72aece75deb3 | Explain Design & Creative Engine Disagreement by Prompt rank → |
| #10 | Design & Creative Prompt Citation Opportunities | 0 | 6 |
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 22, 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 | 13 | 0% | — |
| public prompt distinct reviewed brands | 4 | 0% | — |
| public prompt engine disagreement | 91.666667 | 0% | — |
| public prompt leading brand consensus | 66.666667 | 100% | 66.667 |
23 published observations for Which creative software suites are best for professional photo, vector, layout, video, motion, audio, and production workflows?, 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 engine consensuspublic-prompt-leading-brand-consensus | 66.6667percent | derived | Aug 22, 2026 | View source
|
| Distinct citation URLspublic-prompt-citation-urls | 13urls | measured | Aug 22, 2026 | View source
|
| v2-parent-552f72aece75deb3 |
| Explain Design & Creative Prompt Citation Opportunities rank → |
| #11 | Design & Creative Prompt Volatility | 35.83 | — | v1-parent-552f72aece75deb3 | Explain Design & Creative Prompt Volatility rank → |
|---|
| public prompt leading brand owned citation coverage | 66.666667 | 0% | — |
|---|
| public prompt leading brand owned citation gap | 0 | 0% | — |
|---|
{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}{"promptSlug":"best-professional-design-suite","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["e219c390-0499-497b-857d-69841b69654f","63792c7a-fa6f-4319-8579-e7033977c702","a49c36f0-0070-4864-a714-df2dfbc4d66b"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}| Prompt volatility indexpublic-prompt-volatility-index | 35.8333index_points | derived | Aug 22, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 0percentage_points | derived | Aug 22, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 91.6667percent | derived | Aug 22, 2026 | View source
|
|---|
| Leading brand changedpublic-prompt-winner-changed | 0boolean | derived | Aug 22, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 66.6667percent | derived | Aug 22, 2026 | View source
|
|---|
| Absolute consensus changepublic-prompt-consensus-absolute-change | 33.3333percentage_points | derived | Aug 22, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 4brands | measured | Aug 22, 2026 | View source
|
|---|
| Absolute disagreement changepublic-prompt-disagreement-absolute-change | 38.3333percentage_points | derived | Aug 22, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 5presence_events | measured | Aug 22, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand engine consensuspublic-prompt-leading-brand-consensus | 100percent | derived | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 53.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 18urls | measured | Jul 27, 2026 | View source
|
|---|
| Cross-engine brand disagreementpublic-prompt-engine-disagreement | 53.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 9presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation coveragepublic-prompt-leading-brand-owned-citation-coverage | 33.3333percent | derived | Jul 27, 2026 | View source
|
|---|
| Reviewed-brand presence eventspublic-prompt-brand-presence-events | 9presence_events | measured | Jul 27, 2026 | View source
|
|---|
| Distinct reviewed brands surfacedpublic-prompt-distinct-reviewed-brands | 5brands | measured | Jul 27, 2026 | View source
|
|---|
| Distinct citation URLspublic-prompt-citation-urls | 18urls | measured | Jul 27, 2026 | View source
|
|---|
| Leading-brand owned-citation opportunitypublic-prompt-leading-brand-owned-citation-gap | 66.6667percentage_points | derived | Jul 27, 2026 | View source
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