Subcategory · AI Citation Index
Document Collaboration
Document collaboration remains a two-horse race between Microsoft 365 (68% shortlist rate) and Google Workspace (65%), both achieving maximum model diversity across all AI recommendations. However, Notion's strong third-place showing (56%) signals a market evolution toward integrated workspace platforms that blend documents, databases, and project management. The category spans from pure document tools to signature platforms (DocuSign at 36%) and enterprise content management (Egnyte at 30%), reflecting fragmentation between traditional productivity suites and next-generation collaborative workspaces.
158 discovery queries · 311 head-to-heads · refreshed Jul 13, 2026
Discovery stage
The shortlist
Across 158 buyer-style "Document Collaboration" queries
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Evaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 5/100
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Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.
Brands to know
In this category
Microsoft 365
Leads with 68% shortlist rate and universal model consensus, cementing its position as the default enterprise document collaboration standard.
Read brand profile →Notion
Third-place 56% shortlist rate with maximum model diversity demonstrates AI recognition of its workspace-as-platform approach as a legitimate alternative to traditional suites.
Read brand profile →Coda
33% shortlist rate positions it as the consensus choice for teams seeking document-database hybrids beyond conventional collaboration tools.
Read brand profile →Citation sources
Where AI pulls citations from
580 citations captured across Document Collaboration prompt runs.
Vendor pages
162Product, help, and marketing pages from tracked vendors
Independent sources
185Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Document Collaboration questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the category- Supplier Management — TraceGainstracegains.com
- Food Safety Management - Safefood 360°safefood360.com
- Certdox | Food Safety Management Softwarecertdox.com
- Document Compliance Network | Food Safety Compliance Softwaredocumentcompliance.com
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Document Collaboration?
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