Subcategory · AI Citation Index
Document Generation
Document generation is fragmented — no single brand dominates AI attention. PandaDoc captures the most discovery eyeballs at 51%, surfacing across all four engines, but Microsoft 365 and Practice.do follow within ten points. The head-to-head picture is thinner: Qwilr wins more comparisons than it loses, while DocuSign — an absent giant — scores highest in evaluation prompts yet barely surfaces in AI discovery. Coda is rising, gaining ten points in recent months. This is a contested category with no consensus pick.
35 discovery queries · 48 head-to-heads · refreshed May 1, 2026
Discovery stage
The shortlist
Across 35 buyer-style "Document Generation" queries
PandaDoc shows up in 51% of discovery prompts and surfaces on ChatGPT, Perplexity, Gemini, and Claude. Microsoft 365 trails at 43%, also visible across all four engines, while Practice.do lands at 40% with the same four-engine footprint. Conga and Google Workspace each capture around a third of buyer queries, both appearing on every engine tracked. No brand owns more than half the discovery share.
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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 58/100
Qwilr wins more head-to-head comparisons than it loses, averaging 69 out of 100 across fourteen matchups — above the category median of 58. Coda scores 62 in a dozen head-to-heads, while Conga falls to 54. DocuSign scores 41 in ten comparisons, losing most of the fights it appears in despite strong brand recognition.
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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
Citation sources
Where AI pulls citations from
638 citations captured across Document Generation prompt runs.
Vendor pages
163Product, help, and marketing pages from tracked vendors
Independent sources
167Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Document Generation questions
Buyers ask AI for document-generation tools tailored to job function and use case — content creators looking for report builders, event planners seeking proposal software, educators hunting lesson-plan tools. Every query we captured is discovery-stage exploration, no head-to-head comparisons or pricing questions. Phrasing is vertical-specific: 'what document generation solutions do event planners use for proposals?' and 'what software do educators use for creating lesson plans?'
Discovery
Buyers exploring the category- The 7 Best Financial Reporting Software Tools CFOs Should Consider Going Into 2026thecfoshowpodcast.com
- The 16 Best CFO Software Solutions and Tools for 2025thecfoshowpodcast.com
Evaluation
Buyers comparing options- What are the hidden costs of e-signature software?esignglobal.com
- Software Vendor Lock-In: How to Break Freeintegrio.net
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