Reviewed workplace platforms ranked by how often answers to the category's recommendation questions name or cite them, across three model APIs.
Collaboration & productivity
Collaboration prompt brand leaders
100.0%
Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance. ranks first
Leading brand engine consensus
16
Prompts ranked
Sep 29
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 16 prompts by leading brand engine consensus
Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance. leads at 100.0%; the middle of the board sits at 66.7%.
- Ahead of second place
- 0%
- Held by the top three
- 32%
- Middle of the board
- 66.7%
- Below half the leader
- 6 of 16
- 1Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.100.0%
- 2Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work.100.0%
- 3Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration?66.7%
- 4Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI.66.7%
- 5Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service.66.7%
- 6Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.66.7%
- 7Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search?66.7%
- 8Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?66.7%
- 9Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting?66.7%
- 10Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability.66.7%
- 11Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support.33.3%
- 12Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions?33.3%
- 13When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite?33.3%
- 14Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?0.0%
- 15How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules?0.0%
- 16Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration.0.0%
The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.
leading brand owned citation coverage: 0 on 11 of 16 rows · 3 checks behind each row · 100% confidence across rows.
Compare brands
One brand against up to three competitors, answer by answer
35.4%
of these answers name or cite Microsoft 365
17 of 48 answers
29.8%
Its share of the compared brands' appearances
4
Answers citing its own site
6 links to its domains
2 of 3
Model APIs that name it
| Brand | Named or cited | Against primary | Share of compared | Mentions | Answers citing it | Links to its site | Model APIs |
|---|---|---|---|---|---|---|---|
| Slackslack.com | 39.6%19 of 48 | +4.2 pts | 33.3% | 29 | 6 | 6 | 3 of 3 |
| Google Workspaceworkspace.google.com | 37.5%18 of 48 | +2.1 pts | 31.6% | 31 | 0 | 0 | 3 of 3 |
| Microsoft 365microsoft.com | 35.4%17 of 48 | Primary | 29.8% | 32 | 4 | 6 | 2 of 3 |
| Zoom Workplacezoom.com | 6.3%3 of 48 | -29.2 pts | 5.3% | 6 | 3 | 3 | 3 of 3 |
Every answer
Which compared brands each answer names
| Question | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration?Recommendation | Microsoft 365Google WorkspaceSlack 7 sources fddbbc64 | None named 0 sources 908eccfe | Microsoft 365Google Workspace 2 sources 41935cbc |
| 02Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.Recommendation | Microsoft 365Google WorkspaceSlack 5 sources db05e34f | None named 0 sources 3b077595 | Microsoft 365Slack 8 sources dd8032ea |
| 03Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?Recommendation | Google WorkspaceSlack, cited 1 8 sources 1dae59d6 | None named 0 sources 729a0b35 | Microsoft 365Google WorkspaceSlack, cited 1 5 sources d0cf5335 |
| 04Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service.Recommendation | Microsoft 365Google WorkspaceSlack 6 sources 0024f23e | None named 0 sources 358cd3fc | Slack, cited 1 6 sources e57edba9 |
| 05Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting?Recommendation | Slack, cited 1 6 sources 4feb30e9 | None named 0 sources e3130191 | None named 10 sources e39813d1 |
| 06Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work.Recommendation | Microsoft 365Google WorkspaceSlackZoom Workplace, cited 1 7 sources cd02830a | SlackZoom Workplace, cited 1 3 sources 5b2e9401 | Slack, cited 1Zoom Workplace, cited 1 9 sources 4526d57c |
| 07Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search?Recommendation | Microsoft 365Google WorkspaceSlack, cited 1 7 sources f5edaf71 | None named 0 sources ca973621 | Microsoft 365Google Workspace 7 sources 433dd170 |
| 08Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions?Recommendation | Microsoft 365, cited 1Google WorkspaceSlack 9 sources 2a336cfe | None named 0 sources 14696ccf | None named 9 sources b5f24dd6 |
| 09Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support.Commercial comparison | Microsoft 365, cited 3Google WorkspaceSlack 6 sources 784ed890 | None named 0 sources 7d320478 | None named 7 sources 57d6bfa7 |
| 10How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules?Commercial comparison | None named 0 sources 790a7f77 | None named 0 sources 4bc5309d | None named 6 sources 1e53e3cd |
| 11Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration.Commercial comparison | None named 0 sources f1437767 | None named 0 sources 883409cc | None named 0 sources 41d22315 |
| 12Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability.Commercial comparison | Microsoft 365Google WorkspaceSlack 6 sources 94e8bfaf | None named 0 sources b9962810 | Microsoft 365Google WorkspaceSlack 0 sources c1f617aa |
| 13Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?Commercial comparison | None named 6 sources 389bc580 | None named 0 sources abbbd63b | None named 6 sources ef24047a |
| 14Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.Commercial comparison | Microsoft 365Google Workspace 7 sources cf72b86d | Google WorkspaceSlack 0 sources df59ad19 | Microsoft 365, cited 1Google Workspace 9 sources f4bfd70b |
| 15Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI.Commercial comparison | Google WorkspaceSlack 4 sources ea5a778d | None named 0 sources 3933985f | Microsoft 365Google WorkspaceSlack 7 sources ca4d69d9 |
| 16When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite?Commercial comparison | None named 6 sources cd08bb48 | None named 0 sources dac6ab75 | Microsoft 365, cited 1 8 sources 5e1a745d |
Sources
The sites these answers cite
| Site | Answers citing it | Distinct pages | Model APIs | Best position |
|---|---|---|---|---|
| slack.com | 6 | 6 | 2 | 3 |
| wrike.com | 6 | 3 | 2 | 2 |
| youtube.com | 4 | 4 | 2 | 3 |
| baserow.io | 4 | 1 | 2 | 1 |
| agilityportal.io | 3 | 3 | 2 | 2 |
| teamwork.com | 3 | 3 | 2 | 2 |
| zoom.com | 3 | 2 | 3 | 1 |
| microsoft.com | 2 | 4 | 1 | 1 |
| ones.com | 2 | 3 | 1 | 5 |
| reworked.co | 2 | 2 | 2 | 1 |
| ringcentral.com | 2 | 2 | 2 | 1 |
| thedigitalprojectmanager.com | 2 | 2 | 2 | 1 |
| facebook.com | 2 | 2 | 2 | 2 |
| filecloud.com | 2 | 2 | 2 | 2 |
| larksuite.com | 2 | 2 | 1 | 2 |
| 2tolead.com | 2 | 2 | 2 | 3 |
| nhimg.org | 2 | 2 | 1 | 3 |
| zylo.com | 2 | 2 | 2 | 3 |
| reddit.com | 2 | 2 | 2 | 4 |
| vibe.us | 2 | 2 | 1 | 5 |
What this report publishesThe public buying questions, the brands each answer names, the sources it cites and a fingerprint of each answer. Answer text is not published, and no customer data is in it.collaboration-productivity-platforms-2026-07-27 / 4-collaboration-productivity-platforms-a6b7b2657fa564c2
Why this rank
Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration? on Collaboration Prompt Brand Leaders
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
3
Rank on this board
66.667 percent
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Leading brand consensus | 66.666667 | 66.667 |
Moved up since the previous snapshot
+4 places- Engine disagreement83.333 to 88.889+5.556
- Citation URLS7 to 9+2
- Presence events9 to 8-1
- Distinct reviewed brands6 to 60
- Leading brand consensus66.667 to 66.6670
- Leading brand owned citation coverage0 to 00
- Leading brand owned citation gap66.667 to 66.6670
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Sep 29, 2026, 12:00 AM UTC8 presence_events100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Sep 29, 2026, 12:00 AM UTC9 urls100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 29, 2026, 12:00 AM UTC6 brands100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Sep 29, 2026, 12:00 AM UTC88.889 percent100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Sep 29, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 29, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 29, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
- Source
- Rank.ai Collaboration Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"best-productivity-suite","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["fe6bed36-75ff-4c79-b074-9de0b04a1307","8dd55cfd-4718-4627-b90e-f475a87eea5d","49fdbd2d-5d72-45fc-b01a-ef42a688a1ad"],"parentSnapshotId":"6b53df6a-6171-46e9-9ae7-0db887a678b6","providerMatrixVersion":"64232fd32583"}
More in Collaboration & productivity
Workplace suites, knowledge tools, meetings, content, and work-management platforms ranked across a fixed buying corpus.
Reviewed vendors ranked by the share of all the category's answers that name or cite them.
Reviewed vendors ranked by their share of the citations that point to vendor websites.
See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.