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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Microsoft 365 in the public Collaboration benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_benchmarkAnthropic citation share | 31.58 percentderived |
| public_prompt_benchmarkAnthropic mention coverage | 68.75 percentmeasured |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 87.5 percentmeasured |
| public_prompt_benchmarkCitation share | 28.57 percentderived |
| public_prompt_benchmarkEngine breadth | 3 enginesmeasured |
| public_prompt_benchmarkGemini citation share | 30 percentderived |
| public_prompt_benchmarkGemini mention coverage | 25 percentmeasured |
| public_prompt_benchmarkGemini recommendation-prompt presence | 25 percentmeasured |
| public_prompt_benchmarkMention coverage | 54.17 percentmeasured |
| public_prompt_benchmarkOpenAI citation share | 23.08 percentderived |
| public_prompt_benchmarkOpenAI mention coverage | 68.75 percentmeasured |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 75 percentmeasured |
| public_prompt_benchmarkRecommendation-prompt presence | 62.5 percentmeasured |
| public_prompt_benchmarkReviewed-brand presence share | 21.85 percentderived |
Recommendation rank, answer presence, owned-domain citation share, provider breadth, and provider-specific position from the same frozen daily cohorts. Open any cell for the full denominator and evidence.
| Market | Recommend | Presence | Citation | Breadth | OpenAI | Anthropic | Gemini | Market action |
|---|---|---|---|---|---|---|---|---|
| Collaboration & productivity | #162.5 | #154.2 | #128.6 | #13 | #175 | #187.5 | #425 | Track market → |
Every currently published position, as of Jul 27, 2026 · 100% confidence · methodology v4-collaboration-productivity-platforms-a6b7b2657fa564c2.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #1 | Collaboration & Productivity Platform Rank | 62.5 | Explain Collaboration & Productivity Platform Rank rank → |
| #1 | Collaboration Brand Visibility | 54.17 | Explain Collaboration Brand Visibility rank → |
| #1 | Collaboration Citation Share | 28.57 | Explain Collaboration Citation Share rank → |
| #1 | Collaboration Engine Breadth | 3 | Explain → |
Ranks a reviewed Collaboration brand universe using a fixed, public set of neutral commercial prompts across 3 AI providers.
Some explanation inputs are unavailable Missing: comparablePriorRanking.
100% confidence · 100% component coverage · as of Jul 27, 2026, 12:00 AM UTC
All components available · 1 evidence record each
| Component | Value | Weight | Contribution |
|---|---|---|---|
| public prompt anthropic brand citation share | 31.578947 | 0% | — |
| public prompt anthropic brand mention coverage | 68.75 | 0% | — |
| public prompt anthropic brand recommendation presence | 87.5 | 0% | — |
| public prompt brand citation share | 28.571429 | 0% | — |
| public prompt brand engine breadth | 3 | 0% | — |
| public prompt brand mention coverage |
14 published observations for Microsoft 365, all at 100% confidence, as of Jul 27, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Reviewed-brand presence sharepublic-prompt-brand-mention-share | 21.8487percent | derived | View source
|
| #1 | Collaboration Brands in OpenAI Model API Answers | 75 | Explain Collaboration Brands in OpenAI Model API Answers rank → |
|---|
| #1 | Collaboration Brands in Anthropic Model API Answers | 87.5 | Explain Collaboration Brands in Anthropic Model API Answers rank → |
|---|
| #4 | Collaboration Brands in Gemini Model API Answers | 25 | Explain Collaboration Brands in Gemini Model API Answers rank → |
|---|
| 54.166667 |
| 0% |
| — |
| public prompt brand mention share | 21.848739 | 0% | — |
|---|
| public prompt brand recommendation presence | 62.5 | 100% | 62.5 |
|---|
| public prompt gemini brand citation share | 30 | 0% | — |
|---|
| public prompt gemini brand mention coverage | 25 | 0% | — |
|---|
| public prompt gemini brand recommendation presence | 25 | 0% | — |
|---|
| public prompt openai brand citation share | 23.076923 | 0% | — |
|---|
| public prompt openai brand mention coverage | 68.75 | 0% | — |
|---|
| public prompt openai brand recommendation presence | 75 | 0% | — |
|---|
no_prior_published_snapshot
No component moved since the prior snapshot.
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Engine breadthpublic-prompt-brand-engine-breadth | 3engines | measured | View source
|
|---|
| OpenAI recommendation-prompt presencepublic-prompt-openai-brand-recommendation-presence | 75percent | measured | View source
|
|---|
| Anthropic citation sharepublic-prompt-anthropic-brand-citation-share | 31.5789percent | derived | View source
|
|---|
| Gemini recommendation-prompt presencepublic-prompt-gemini-brand-recommendation-presence | 25percent | measured | View source
|
|---|
| Gemini citation sharepublic-prompt-gemini-brand-citation-share | 30percent | derived | View source
|
|---|
| Citation sharepublic-prompt-brand-citation-share | 28.5714percent | derived | View source
|
|---|
| Recommendation-prompt presencepublic-prompt-brand-recommendation-presence | 62.5percent | measured | View source
|
|---|
| OpenAI mention coveragepublic-prompt-openai-brand-mention-coverage | 68.75percent | measured | View source
|
|---|
| OpenAI citation sharepublic-prompt-openai-brand-citation-share | 23.0769percent | derived | View source
|
|---|
| Anthropic recommendation-prompt presencepublic-prompt-anthropic-brand-recommendation-presence | 87.5percent | measured | View source
|
|---|
| Gemini mention coveragepublic-prompt-gemini-brand-mention-coverage | 25percent | measured | View source
|
|---|
| Mention coveragepublic-prompt-brand-mention-coverage | 54.1667percent | measured | View source
|
|---|
| Anthropic mention coveragepublic-prompt-anthropic-brand-mention-coverage | 68.75percent | measured | View source
|
|---|