| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Goals and OKRs | Performance and talent management | 0% | 23 of 54 | 29% | 7 | under 10 labels · led by Tability at 29% |
| Internal communications and intranet | Onboarding and employee experience | 0% | 27 of 80 | 0% | 4 | under 10 labels · led by Happeo at 16% |
| Employee onboarding | Onboarding and employee experience | 0% | 25 of 104 | 0% | 3 | under 10 labels · led by BambooHR at 29% |
| HR compliance and policy management | Core HR and payroll | 0% | 46 of 84 | 33% | 3 | under 10 labels · led by Rippling at 16% |
| Performance management | Performance and talent management | 0% | 26 of 60 | 0% | 3 | under 10 labels · led by Lattice at 41% |
| Applicant tracking systems | Talent acquisition | 0% | 33 of 50 | 0% | 1 | under 10 labels · led by Greenhouse at 47% |
| Course authoring tools | Learning and development | 0% | 74 of 86 | 100% | 1 | under 10 labels · led by Articulate 360 at 22% |
| Frontline employee apps | Onboarding and employee experience | 0% | 81 of 97 | 100% | 1 | under 10 labels · led by Connecteam at 56% |
| Internal talent marketplace | Performance and talent management | 0% | 58 of 129 | 0% | 1 | under 10 labels · led by Fuel50 at 26% |
| Org charts and org design | Workforce planning and analytics | 0% | 34 of 81 | 0% | 1 | under 10 labels · led by ChartHop at 27% |
| Succession planning | Performance and talent management | 0% | 56 of 99 | 0% | 1 | under 10 labels · led by Lattice at 31% |
| Workforce scheduling | Core HR and payroll | 0% | 81 of 94 | 100% | 1 | under 10 labels · led by Deputy at 26% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 4 | 2 | 3 | 9 |
| Kimi K2 | 0 | 1 | 1 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best for Documentation-Centric Onboarding: Notion ... Limitation: It requires you to set up the automation logic manually” Qwen 3.7 Flash · Employee onboarding · budget prompt · alternative
“try building a simple internal portal in Notion, Jira, or Monday.com” Qwen 3.7 Flash · Internal talent marketpl · budget prompt · alternative
“The Knowledge Hub (SOPs & Documentation): Notion or Confluence” Gemini 3.5 Flash · Internal communications · paraphrase prompt · alternative
“Best for "Low Budget / DIY" (Near Zero Cost): Notion or Airtable” Qwen 3.7 Flash · Succession planning · budget prompt · alternative
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.
“Notion – Shares the most personal data with third parties” GLM 4.7 FlashX · Frontline employee apps · negative prompt · hard negative
“these tools often lack "version history" robustness or formal export capabilities required for legal records” Qwen 3.7 Flash · Course authoring tools · negative prompt · soft negative
“Not an official OKR tool but widely used due to its customizable templates. Requires more manual effort” Qwen 3.7 Flash · Goals and OKRs · comparative prompt · soft negative
“their OKR features are usually less rigorous than dedicated platforms” DeepSeek V4 Flash · Goals and OKRs · comparative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 45 of the 85 answers that named Notion and are not a share of its labels.
109 of the 109 domain citations in answers naming Notion came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Notion's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Notion, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at notion.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.