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RANK.AI DATA / LATEST PUBLICATION

Collaboration engine disagreement by prompt

16 prompts ranked by cross engine brand disagreement.
Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance. is out in front at 91.7%.

16 promptschecked Aug 21, 2026, 12:00 AM UTCdailyhow we measure this →CSV / JSON

Follow changes
In front today

Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.

91.7%cross engine brand disagreement

Ahead of second place
2.8%
Held by the top three
27%
Middle of the board
71.5%
Below half the leader
3 of 16
Highest 91.7%Middle 71.5%
1. Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance. — 91.7%2. Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work. — 88.9%3. Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search? — 86.7%4. Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI. — 83.3%5. Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration? — 83.3%6. Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance. — 83.3%7. Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting? — 77.8%8. Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support. — 72.2%9. Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead? — 70.8%10. Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions? — 66.7%11. How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules? — 66.7%12. When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite? — 66.7%13. Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service. — 53.3%14. Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform? — 0.0%15. Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration. — 0.0%16. Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability. — 0.0%
Rank 1one bar per published rowRank 16
WHY THIS RANK / VERIFIED SNAPSHOT

Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?

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
#9
Score
70.833 percent
Sample size
3

100% confidence · 100% component coverage · as of Aug 21, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

All components available · 1 evidence record each

Components contributing to Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?'s rank
ComponentValueWeightContribution
public prompt brand presence events130%—
public prompt citation urls130%—
public prompt distinct reviewed brands80%—
public prompt engine disagreement70.833333100%70.833
public prompt leading brand consensus1000%—
public prompt leading brand owned citation coverage00%—
public prompt leading brand owned citation gap1000%—
WHY IT MOVED

down since prior snapshot

-6 ranks
  1. public prompt leading brand owned citation gap33.333 → 100
    +66.667
  2. public prompt leading brand owned citation coverage33.333 → 0
    -33.333
  3. public prompt leading brand consensus66.667 → 100
    +33.333
  4. public prompt engine disagreement83.333 → 70.833
    -12.5
  5. public prompt brand presence events9 → 13
    +4
  6. public prompt distinct reviewed brands6 → 8
    +2
  7. public prompt citation urls12 → 13
    +1
PRIMARY EVIDENCE

Source trail

7 public records
  • Reviewed-brand presence eventspublic prompt brand presence events · observed Aug 21, 2026, 12:00 AM UTC13 presence_events100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct citation URLspublic prompt citation urls · observed Aug 21, 2026, 12:00 AM UTC13 urls100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Aug 21, 2026, 12:00 AM UTC8 brands100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Cross-engine brand disagreementpublic prompt engine disagreement · observed Aug 21, 2026, 12:00 AM UTC70.833 percent100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand engine consensuspublic prompt leading brand consensus · observed Aug 21, 2026, 12:00 AM UTC100 percent100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Aug 21, 2026, 12:00 AM UTC0 percent100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
  • Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Aug 21, 2026, 12:00 AM UTC100 percentage_points100% confidence
    Source
    Rank.ai Collaboration Prompt Benchmark
    Grade
    A
    Freshness
    fresh
    Locator
    {"promptSlug":"startup-collaboration-stack","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["5270e915-42a9-4f86-9280-1762e218be3d","f096ab9d-6629-464e-bc1e-e2cf05877576","c9ff353c-16e8-4fc5-b006-2fb390e5e978"],"parentSnapshotId":"7e9c097a-c306-42ab-9d5c-03c4f06c785c","providerMatrixVersion":"64232fd32583"}
    Open primary evidence ↗
REPRODUCIBILITYPublic Collaboration prompt leaders, engine disagreement, and citation opportunity · v2-parent-b17099dda23e66d0112 observations · 1 sources · passed quality
Snapshot
d4ab6ccf-1a48-4bd9-b9d9-2a60e85f1eef
Data hash
9545375d90d215570299458f4cde2e55679289ae23a07f130a81fd9ee212e7ad
Method hash
ca527ebf33ef8e93e2229042b0d11db8d62031d42ed955d93fff39e759b1aacd

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