Subcategory · AI Citation Index
Wiki & Docs
The wiki-docs category shows moderate consolidation around Notion (62% shortlist rate) and Built (58%), yet no clear winner has emerged—Atlassian captures 48% while enterprise stalwarts Microsoft 365 and Google Workspace manage only 38% each. Specialist documentation platforms like Document360 (36%) compete alongside niche players comprehensive.io and internal.io (both 35-36%), indicating buyers value purpose-built solutions over bundled productivity suites. With 52 consensus brands but only 12 reaching evaluation and zero prompt coverage, the category appears early in AI-assisted discovery adoption, relying heavily on traditional selection processes.
181 discovery queries · 283 head-to-heads · refreshed Jul 13, 2026
Discovery stage
The shortlist
Across 181 buyer-style "Wiki & Docs" 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 15/100
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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
Notion
Commands 62% shortlist rate with consistent cross-evaluator recognition, establishing it as the collaborative wiki benchmark despite lacking traditional enterprise pedigree.
Read brand profile →Built
Captures 58% shortlist rate as a strong challenger, suggesting product-market fit that rivals Notion's in specific use cases or buyer segments.
Read brand profile →Document360
Achieves 36% shortlist rate as a specialist documentation platform, demonstrating viable differentiation from general-purpose collaboration tools.
Read brand profile →Citation sources
Where AI pulls citations from
726 citations captured across Wiki & Docs prompt runs.
Vendor pages
220Product, help, and marketing pages from tracked vendors
Independent sources
175Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Wiki & Docs questions
Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.
Discovery
Buyers exploring the categoryEvaluation
Buyers comparing options- Enterprise-ready Wiki for Teams | Docmostdocmost.com
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