Zero of twelve models named Notion first on the direct prompt; five named Document360. Notion was named by twelve of the twelve models and Document360 by eleven and Notion carries 46 labels and Document360 37, so the shares are not directly comparable.
United States, founded 2016. Named in seven categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the knowledge base and self-service page.
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Notion is highly popular, but its greatest strength—unlimited flexibility—is also its fatal flaw for team knowledge.... Otherwise, avoid it.” Gemini 3.5 Flash · negative prompt · soft negative
“tools like Notion are more often positioned as flexible internal starting points rather than the strongest dedicated KB platform” Perplexity Sonar · direct prompt · soft negative
“Notion or ClickUp, though they're usually less ideal than Zendesk/Confluence for a mature B2B support operation” GPT-5.4 mini · direct prompt · soft negative
“Choose Notion if you are a startup of fewer than 50 people looking for a highly visual, collaborative workspace to build a company wiki.” Gemini 3.5 Flash · budget prompt · first choice
“the strongest default choice is usually Notion if you want a flexible internal knowledge base, because it has a free plan” Perplexity Sonar · budget prompt · first choice
“For an internal team wiki, Notion (SMB flexibility) or Confluence (engineering/Atlassian) are the safe defaults” DeepSeek V4 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“"Free trials" (Zendesk, Document360): Actually $120+/month after trial period” GLM 4.7 FlashX · budget prompt · soft negative
“Document360 | Budget-sensitive teams — quote-based pricing after Nov 2024” DeepSeek V4 Flash · negative prompt · soft negative
“If you want a single default recommendation without more context, pick Document360 for a mid-market B2B company.” Perplexity Sonar · direct prompt · first choice
“Best For: SaaS, product-heavy, and technical companies needing structured, multilingual customer help centers.” Gemini 3.5 Flash · comparative prompt · first choice
“Best Standalone & Dedicated Knowledge Base: Document360 ... Document360 is the industry standard.” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.