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RANK.AI DATA / LATEST PUBLICATION

Design and Creative engine disagreement by prompt

16 prompts ranked by cross engine brand disagreement.
Recommend an AI image creation platform for prompt following, editing, typography, style control, iteration, and commercial workflows. is out in front at 100.0%.

16 promptschecked Aug 22, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Recommend an AI image creation platform for prompt following, editing, typography, style control, iteration, and commercial workflows.

100.0%cross engine brand disagreement

Ahead of second place
8.3%
Held by the top three
34%
Middle of the board
66.7%
Below half the leader
7 of 16
Highest 100.0%Middle 66.7%
1. Recommend an AI image creation platform for prompt following, editing, typography, style control, iteration, and commercial workflows. — 100.0%2. Which creative platforms are strongest for AI video generation, storyboarding, editing, motion control, iteration, and production integration? — 91.7%3. Which creative software suites are best for professional photo, vector, layout, video, motion, audio, and production workflows? — 91.7%4. Compare creative platforms on craft, formats, collaboration, templates, brand control, AI, integrations, rights, performance, and support. — 88.9%5. Which creative tools are best for a creator producing short-form video, captions, templates, audio cleanup, resizing, and social publishing? — 83.3%6. How should a buyer compare creative-software pricing across seats, applications, storage, assets, AI credits, enterprise controls, and usage? — 83.3%7. Which design platforms are best for marketing teams creating on-brand social, presentation, campaign, web, email, and print assets? — 75.0%8. Compare creative platforms on identity, asset permissions, external sharing, auditability, encryption, residency, retention, and private AI controls. — 66.7%9. Compare creative AI vendors on training-data policies, provenance, commercial use, indemnity, content credentials, moderation, and opt-out controls. — 66.7%10. Recommend a collaborative product-design platform for interface design, prototyping, design systems, developer handoff, and workshops. — 33.3%11. Recommend professional creative software for vector, photo, and page-layout work with strong local editing and minimal subscription cost. — 33.3%12. Recommend a presentation platform for generating, editing, collaborating on, and sharing polished narrative decks with AI assistance. — 16.7%13. When should a company consolidate professional design, product design, video, brand templates, presentations, assets, and AI on one suite? — 0.0%14. Create a shortlist of creative vendors for a global company standardizing brand design, product design, video, presentations, and AI. — 0.0%15. Which criteria expose file-format, asset, plugin, workflow, and commercial lock-in risk when selecting a creative platform? — 0.0%16. Create a proof-of-concept scorecard for creative platforms covering output quality, editability, speed, collaboration, consistency, and administration. — 0.0%
Rank 1one bar per published rowRank 16
WHY THIS RANK / VERIFIED SNAPSHOT

Recommend a collaborative product-design platform for interface design, prototyping, design systems, developer handoff, and workshops.

Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.

availablePermalink to this snapshot ↗
Published rank
#10
Score
33.333 percent
Sample size
3

100% confidence · 100% component coverage · as of Aug 22, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Recommend a collaborative product-design platform for interface design, prototyping, design systems, developer handoff, and workshops.'s rank
ComponentValueWeightContribution
public prompt brand presence events40%—
public prompt citation urls190%—
public prompt distinct reviewed brands20%—
public prompt engine disagreement33.333333100%33.333
public prompt leading brand consensus1000%—
public prompt leading brand owned citation coverage1000%—
public prompt leading brand owned citation gap00%—
WHY IT MOVED

down since prior snapshot

-1 ranks
  1. public prompt leading brand owned citation gap33.333 → 0
    -33.333
  2. public prompt leading brand owned citation coverage66.667 → 100
    +33.333
  3. public prompt engine disagreement44.444 → 33.333
    -11.111
  4. public prompt citation urls22 → 19
    -3
  5. public prompt brand presence events5 → 4
    -1
  6. public prompt distinct reviewed brands3 → 2
    -1
  7. public prompt leading brand consensus100 → 100
    0
PRIMARY EVIDENCE

Source trail

7 public records
  • Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 22, 2026, 12:00 AM UTC4 presence_events100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct citation URLspublic prompt citation urls · observed Aug 22, 2026, 12:00 AM UTC19 urls100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 22, 2026, 12:00 AM UTC2 brands100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 22, 2026, 12:00 AM UTC33.333 percent100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 22, 2026, 12:00 AM UTC100 percent100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 22, 2026, 12:00 AM UTC100 percent100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 22, 2026, 12:00 AM UTC0 percentage_points100% confidence
    Source
    Rank.ai Design & Creative Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"best-collaborative-product-design","corpusVersion":"design-creative-platforms-2026-07-27","runArtifactIds":["5c7698a7-40e0-46b4-aba8-baa6a81dad17","9591a930-687c-4f91-869f-e9515a3603ff","39e4e6e3-c9e7-47d4-9c6e-213d85eefa36"],"parentSnapshotId":"9f31305c-0414-4925-bb13-1ea0a0c9a676","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Design & Creative prompt leaders, engine disagreement, and citation opportunity · v2-parent-552f72aece75deb3112 observations · 1 sources · passed quality
Snapshot
fe78f081-0b66-49cf-9e07-1283be3be5d2
Data hash
99e2d6efa1d0d87af94f6521e948a1b095a054575d8b6f250ba6eac7e0739df3
Method hash
e96d7f1b008abfe9048809642f0e81f2ac9537269f5ca8c494f6817278fe6818

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