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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Ranks Collaboration prompts by how differently the configured engines surface the reviewed brand universe.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Microsoft 365microsoft.com | 54.2%26/48 | BASE | 35.1% | 55 | 8 | 12 | 3/3 |
| Slackslack.com | 50.0%24/48 | -4.2 pp | 32.4% | 73 | 9 | 11 | 3/3 |
| Google Workspaceworkspace.google.com | 43.8%21/48 | -10.4 pp | 28.4% | 59 | 2 | 4 | 3/3 |
| Zoom Workplacezoom.com | 6.3%3/48 | -47.9 pp | 4.1% | 2 | 2 | 3 | 2/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration?recommendation | Microsoft 365Google WorkspaceSlack | Microsoft 365Google WorkspaceSlack · C3 | Microsoft 365 · C1Google WorkspaceSlackZoom Workplace |
| 02 Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.recommendation | Microsoft 365Slack | Microsoft 365Slack | Microsoft 365Slack |
| 03 Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?recommendation | Google WorkspaceSlack · C1 | Microsoft 365 · C4Google WorkspaceSlack | No selected brand |
| 04 Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service.recommendation | Microsoft 365Slack | Microsoft 365Google Workspace | Google Workspace · C1 |
| 05 Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting?recommendation | No selected brand | No selected brand | No selected brand |
| 06 Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work.recommendation | Microsoft 365Google WorkspaceSlack | Microsoft 365SlackZoom Workplace · C2 | Google WorkspaceSlack · C1Zoom Workplace · C1 |
| 07 Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search?recommendation | Microsoft 365Google Workspace | Microsoft 365 | No selected brand |
| 08 Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions?recommendation | Microsoft 365Slack | Microsoft 365Google Workspace · C3Slack | No selected brand |
| 09 Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support.commercial | Microsoft 365Google WorkspaceSlack · C1 | Microsoft 365 · C2Google WorkspaceSlack · C1 | Google WorkspaceSlack · C1 |
| 10 How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules?commercial | Microsoft 365 · C1 | No selected brand | No selected brand |
| 11 Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration.commercial | No selected brand | Slack · C1 | No selected brand |
| 12 Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability.commercial | Microsoft 365Google WorkspaceSlack | Microsoft 365Google WorkspaceSlack | No selected brand |
| 13 Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?commercial | Microsoft 365 · C1 | No selected brand | No selected brand |
| 14 Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.commercial | Google WorkspaceSlack | Microsoft 365Google WorkspaceSlack | Microsoft 365 · C1Google Workspace |
| 15 Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI.commercial | Google WorkspaceSlack · C1 | Microsoft 365Google WorkspaceSlack · C1 | No selected brand |
| 16 When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite?commercial | Microsoft 365 · C1 | No selected brand | Microsoft 365 · C1 |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| slack.com | 9 | 7 | 3 | #1 | Open source ↗ |
| wrike.com | 8 | 8 | 3 | #1 | Open source ↗ |
| linkedin.com | 7 | 6 | 3 | #1 | Open source ↗ |
| youtube.com | 6 | 7 | 3 | #1 | Open source ↗ |
| microsoft.com | 5 | 7 | 3 | #1 | Open source ↗ |
| reddit.com | 4 | 4 | 2 | #1 | Open source ↗ |
| atlassian.com | 4 | 4 | 3 | #3 | Open source ↗ |
| techtarget.com | 4 | 3 | 3 | #3 | Open source ↗ |
| celoxis.com | 3 | 4 | 2 | #1 | Open source ↗ |
| vibe.us | 3 | 3 | 2 | #1 | Open source ↗ |
| learn.microsoft.com | 3 | 3 | 3 | #2 | Open source ↗ |
| thedigitalprojectmanager.com | 3 | 3 | 1 | #3 | Open source ↗ |
| facebook.com | 3 | 3 | 2 | #4 | Open source ↗ |
| gosearch.ai | 3 | 2 | 3 | #3 | Open source ↗ |
| mural.co | 3 | 1 | 1 | #2 | Open source ↗ |
| asana.com | 2 | 4 | 2 | #2 | Open source ↗ |
| workspace.google.com | 2 | 3 | 2 | #1 | Open source ↗ |
| agilityportal.io | 2 | 2 | 1 | #1 | Open source ↗ |
| fileorbis.com | 2 | 2 | 2 | #1 | Open source ↗ |
| glean.com | 2 | 2 | 2 | #1 | Open source ↗ |
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| public prompt brand presence events | 8 | 0% | — | 1 | available |
| public prompt citation urls | 18 | 0% | — | 1 | available |
| public prompt distinct reviewed brands |
|---|
| 6 |
| 0% |
| — |
| 1 |
| available |
| public prompt engine disagreement | 88.888889 | 100% | 88.889 | 1 | available |
|---|
| public prompt leading brand consensus | 66.666667 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation coverage | 0 | 0% | — | 1 | available |
|---|
| public prompt leading brand owned citation gap | 66.666667 | 0% | — | 1 | available |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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