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Collaboration Prompt Citation Opportunities | Rank.ai

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Collaboration Prompt Citation Opportunities

Ranks Collaboration prompts where the leading reviewed brand appears across engines but its own domains are not cited.

Coverage: 16 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Leading-brand owned-citation opportunity

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsPrompt intentMinimum leader consensusMinimum disagreementDistinct reviewed brandsMinimum citation opportunity

16of 16 rows

Collaboration Prompt Citation Opportunities current rankings
Rank	Entity	Signal	Leading-brand owned-citation opportunity	Public Prompt Brand Presence Events	Public Prompt Citation Urls	Public Prompt Distinct Reviewed Brands	Public Prompt Engine Disagreement	Public Prompt Leading Brand Consensus	Public Prompt Leading Brand Owned Citation Coverage	Confidence	N	Change	Trend	Explain
01	Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.prompt	Leading reviewed brand: Google Workspace	100 percentage_points	7	20	3	44.44%	100%	0%	100%	3	—	—	Run this prompt Viewing why
02	Recommend a collaboration platform for a global enterprise with identity, compliance, records, security, integrations, and centralized governance.prompt	Leading reviewed brand: Microsoft 365	100 percentage_points	9	19	4	33.33%	100%	0%	100%	3	—	—	Run this prompt Why this rank
03	Recommend a workspace for company knowledge, collaborative docs, databases, projects, templates, search, and employee self-service.prompt	Leading reviewed brand: Notion	66.667 percentage_points	11	18	6	61.11%	100%	33.33%	100%	3	—	—	Run this prompt Why this rank
04	Recommend a collaboration platform for meetings, chat, phone, rooms, recordings, summaries, action items, and hybrid work.prompt	Leading reviewed brand: Slack	66.667 percentage_points	10	21	5	56.67%	100%	33.33%	100%	3	—	—	Run this prompt Why this rank
05	Which productivity and collaboration suites are best for email, documents, meetings, messaging, storage, search, and administration?prompt	Leading reviewed brand: Microsoft 365	66.667 percentage_points	13	20	6	37.78%	100%	33.33%	100%	3	—	—	Run this prompt Why this rank
06	Which work-management platforms are strongest for cross-functional projects, portfolios, goals, workflows, capacity, and executive reporting?prompt	Leading reviewed brand: Asana	66.667 percentage_points	10	22	4	33.33%	100%	33.33%	100%	3	—	—	Run this prompt Why this rank
07	Which workplace platforms provide the strongest governed AI for search, writing, meetings, analysis, tasks, and cross-application actions?prompt	Leading reviewed brand: Microsoft 365	66.667 percentage_points	8	18	6	88.89%	66.67%	0%	100%	3	—	—	Run this prompt Why this rank
08	Create a shortlist of collaboration vendors for a global company modernizing communication, content, meetings, work management, and AI.prompt	Leading reviewed brand: Notion	66.667 percentage_points	10	17	7	83.33%	66.67%	0%	100%	3	—	—	Run this prompt Why this rank
09	Which content collaboration platforms are best for secure file sharing, external collaboration, governance, workflows, and enterprise search?prompt	Leading reviewed brand: Box	66.667 percentage_points	6	19	4	83.33%	66.67%	0%	100%	3	—	—	Run this prompt Why this rank
10	Compare workplace vendors while controlling for suite bundling, installed base, switching cost, standalone quality, and interoperability.prompt	Leading reviewed brand: Google Workspace	66.667 percentage_points	6	11	3	66.67%	66.67%	0%	100%	3	—	—	Run this prompt Why this rank
11	Which collaboration platform is best for a startup that needs documents, projects, messaging, meetings, search, and low administration overhead?prompt	Leading reviewed brand: Slack	33.333 percentage_points	9	12	6	83.33%	66.67%	33.33%	100%	3	—	—	Run this prompt Why this rank
12	Compare collaboration platforms on documents, communication, projects, search, AI, integrations, administration, security, and support.prompt	Leading reviewed brand: Slack	0 percentage_points	15	17	8	49.05%	100%	100%	100%	3	—	—	Run this prompt Why this rank
13	When should a company consolidate email, meetings, messaging, documents, files, projects, search, and AI on one workplace suite?prompt	Leading reviewed brand: Microsoft 365	0 percentage_points	2	19	1	66.67%	66.67%	66.67%	100%	3	—	—	Run this prompt Why this rank
14	Which criteria expose export, identity, workflow, content-format, and commercial lock-in risk when choosing a collaboration platform?prompt	Leading reviewed brand: Microsoft 365	0 percentage_points	1	18	1	66.67%	33.33%	33.33%	100%	3	—	—	Run this prompt Why this rank
15	How should a buyer compare workplace software pricing across seats, storage, meetings, telephony, AI, guests, security, and premium modules?prompt	Leading reviewed brand: Microsoft 365	0 percentage_points	1	22	1	66.67%	33.33%	33.33%	100%	3	—	—	Run this prompt Why this rank
16	Create a proof-of-concept scorecard for collaboration platforms covering adoption, search success, meeting load, workflow speed, and administration.prompt	Leading reviewed brand: Slack	0 percentage_points	1	11	1	66.67%	33.33%	33.33%	100%	3	—	—	Run this prompt Why this rank

Some explanation inputs are unavailable Missing: comparablePriorRanking.

Published rank: #1
Score: 100 percent
Overall confidence: 100%
Coverage: 100%
Sample size: 3
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/7 evidenced

Components contributing to Compare workplace platforms on identity, encryption, external sharing, eDiscovery, retention, auditability, residency, and compliance.'s rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt brand presence events	7	0%	—	1	available
public prompt citation urls	20	0%	—	1	available

public prompt engine disagreement	44.444444	0%	—	1	available

public prompt leading brand consensus	100	0%	—	1	available

public prompt leading brand owned citation coverage	0	0%	—	1	available

public prompt leading brand owned citation gap	100	100%	100	1	available

PRIMARY EVIDENCE

Source trail

7 public records

Reviewed-brand presence eventspublic prompt brand presence events · observed Jul 27, 2026, 12:00 AM UTC7 presence_events100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt citation urls · observed Jul 27, 2026, 12:00 AM UTC20 urls100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct reviewed brands surfacedpublic prompt distinct reviewed brands · observed Jul 27, 2026, 12:00 AM UTC3 brands100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cross-engine brand disagreementpublic prompt engine disagreement · observed Jul 27, 2026, 12:00 AM UTC44.444 percent100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand engine consensuspublic prompt leading brand consensus · observed Jul 27, 2026, 12:00 AM UTC100 percent100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation coveragepublic prompt leading brand owned citation coverage · observed Jul 27, 2026, 12:00 AM UTC0 percent100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Leading-brand owned-citation opportunitypublic prompt leading brand owned citation gap · observed Jul 27, 2026, 12:00 AM UTC100 percentage_points100% confidence
Source
Rank.ai Collaboration Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"promptSlug":"collaboration-security-compliance","corpusVersion":"collaboration-productivity-platforms-2026-07-27","runArtifactIds":["f394933a-1edf-4bc8-b4ff-2a71bdaed1ac","32d13727-8a41-495e-924c-0ae57723abfe","d083edcf-5917-41e8-a694-dce6544c49f8"],"parentSnapshotId":"8f91855f-3934-4ea5-8c4c-82806585a672","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗