7 categories · RankedNotion
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Knowledge base and self-service | Customer | 18% | 1 of 96 | 22% | 46 | accepted challenger |
| Content marketing platforms | Marketing | 0% | 20 of 159 | 0% | 8 | under 10 labels · led by HubSpot Content Hub at 30% |
| Customer success platforms | Customer | 0% | 19 of 69 | 0% | 2 | under 10 labels · led by ChurnZero at 39% |
| Sales enablement and content | Sales | 0% | 28 of 81 | 0% | 2 | under 10 labels · led by Dock at 19% |
| Community platforms | Customer | 0% | 46 of 74 | 0% | 1 | under 10 labels · led by Higher Logic Vanilla at 23% |
| CRM | Revenue operations | 0% | 69 of 71 | 100% | 1 | under 10 labels · led by HubSpot CRM at 41% |
| Customer education and LMS | Customer | 0% | 67 of 81 | 100% | 1 | under 10 labels · led by TalentLMS at 33% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 1 | 1 | 1 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 4 | 1 | 2 | 8 |
| Perplexity Sonar | 1 | 0 | 2 | 1 | 4 |
| Grok 4.1 Fast | 1 | 1 | 2 | 2 | 6 |
| Mistral Small | 0 | 1 | 3 | 1 | 5 |
| DeepSeek V4 Flash | 2 | 0 | 3 | 2 | 7 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 3 | 1 | 1 | 2 | 7 |
| Kimi K2 | 1 | 1 | 3 | 0 | 5 |
| GLM 4.7 FlashX | 1 | 3 | 2 | 0 | 6 |
| MiniMax M2.5 | 1 | 3 | 0 | 1 | 5 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“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 · Knowledge base · 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 · Knowledge base · budget prompt · first choice
“For an internal team wiki, Notion (SMB flexibility) or Confluence (engineering/Atlassian) are the safe defaults” DeepSeek V4 Flash · Knowledge base · comparative prompt · first choice
“1. Notion (Free Personal Plan) ... Zero cost & easy setup | Notion (free tier) or Docsio” Kimi K2 · Knowledge base · budget prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“If you use a PM tool as your primary CRM, you will end up drowning in manual data entry” Gemini 3.5 Flash · CRM · negative prompt · hard negative
“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 · Knowledge base · 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 · Knowledge base · 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 · Knowledge base · direct prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 26 of the 203 answers that named Notion and are not a share of its labels.
Domains cited
Eighty-three of the eighty-three domain citations in answers naming Notion came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Notion
The company
- Website
- notion.com
- Headquarters
- United States
- Founded
- 2016
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn
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