# HR AI assistants for small business buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "AI assistant for HR teams" and as "HR chatbot for employee questions", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/experience/hr-ai-assistants/smb

**Standing:** MeBeBot leads with 17% of first choices; verdict contested. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [MeBeBot](https://www.gane.ai/index/hr/vendors/mebebot/index.md) | 17% | 0% | 16 |
| 2 | [Rippling](https://www.gane.ai/index/hr/vendors/rippling/index.md) | 15% | 11% | 28 |
| 3 | [Ask BambooHR](https://www.gane.ai/index/hr/vendors/ask-bamboohr/index.md) | 14% | 2% | 41 |
| 4 | [ChatGPT](https://www.gane.ai/index/hr/vendors/chatgpt/index.md) | 14% | 18% | 17 |
| 5 | [Gusto](https://www.gane.ai/index/hr/vendors/gusto/index.md) | 8% | 4% | 25 |
| 6 | [Claude](https://www.gane.ai/index/hr/vendors/claude/index.md) | 8% | 23% | 13 |
| 8 | [Workativ Assistant](https://www.gane.ai/index/hr/vendors/workativ-assistant/index.md) | 3% | 0% | 13 |
| 11 | [Leena AI](https://www.gane.ai/index/hr/vendors/leena-ai/index.md) | 2% | 42% | 24 |
| 21 | [Lattice](https://www.gane.ai/index/hr/vendors/lattice/index.md) | 0% | 18% | 11 |
| 104 | [Paradox](https://www.gane.ai/index/hr/vendors/paradox/index.md) | 0% | 42% | 19 |
| 132 | [Moveworks](https://www.gane.ai/index/hr/vendors/moveworks/index.md) | 0% | 91% | 11 |
| 133 | [Workday Illuminate](https://www.gane.ai/index/hr/vendors/workday-illuminate/index.md) | 0% | 86% | 14 |

Rank is by share of first choices among all 133 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Gusto; alternatives ChatGPT, Claude, Leena AI, PeopleHR
- GPT-5.4 mini: BambooHR with Bamboo AI; alternatives Workday's HR AI agents / Self-Service Agent
- Gemini 3.5 Flash: Gusto, Rippling; alternatives Custom GPTs, Metaview, Microsoft Copilot Studio, Notion AI
- Perplexity Sonar: Rippling; alternatives Ask BambooHR, Gusto, TalentHR
- Grok 4.20: MeBeBot; alternatives Ask BambooHR, Leena AI, Workativ Assistant
- Mistral Small: Rippling, TalentHR; alternatives Ask BambooHR, HRStak, Lattice, Workable
- DeepSeek V4 Flash: Ask BambooHR; alternatives Gusto, MeBeBot, Paradox, Workativ Assistant
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Rippling; alternatives Ask BambooHR, Deel HR
- Kimi K2: Ask BambooHR; alternatives Gusto, Leena AI
- GLM 4.7 FlashX: Denser, eesel AI; alternatives Ask BambooHR, Paradox, Personio, Talla
- MiniMax M2.5: DianaHR, TalentHR; alternatives Botsify, Paradox
- GPT-6 Luna: Ask BambooHR; alternatives Gusto Gus, TriNet Assistant
- Muse Glimmer 30B: Rippling; alternatives Leena AI, Paradox, Testlify

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- firsthr.app: 26 answers, 31 citations
- talenthr.io: 24 answers, 28 citations
- peoplemanagingpeople.com: 21 answers, 28 citations
- workativ.com: 18 answers, 27 citations
- employsome.com: 13 answers, 14 citations
- miniloop.ai: 13 answers, 13 citations
- bamboohr.com: 11 answers, 14 citations
- paycor.com: 11 answers, 12 citations

Pages named in the most answers:

- https://firsthr.app/compare/core-hr/hr-ai-tools (20 answers)
- https://talenthr.io/blog/top-ai-tools-for-hr (20 answers)
- https://employsome.com/best/ai-tools-for-hr (13 answers)
- https://miniloop.ai/blog/best-hr-chatbots-2026 (13 answers)
- https://workativ.com/hr/blog/hr-chatbots-for-smbs (13 answers)
- https://peoplemanagingpeople.com/tools/best-hr-chatbots (12 answers)
- https://theairankings.com/best-ai-for-hr (11 answers)
- https://usemotion.com/blog/hr-ai-tools (11 answers)
- https://ai-toolfinder.com/blog/ai-hr-software-for-small-business (9 answers)
- https://chatbot.com/blog/hr-chatbots (9 answers)

## Warned against

- Workday Illuminate: 12 of 14 labels negative. "job applicants allege that Workday's AI-based applicant-screening tools discriminated on the basis of race, age and disability" (Muse Glimmer 30B, negative prompt)
- Moveworks: 10 of 11 labels negative. "Enterprise-Grade HR AI Platforms (Leena AI, Moveworks) - Why avoid: These are designed for large enterprises" (DeepSeek V4 Flash, negative prompt)
- Eightfold AI: 7 of 7 labels negative. "Eightfold AI – Exercise extreme caution. The company is facing a class action lawsuit" (Kimi K2, negative prompt)
- HireVue: 7 of 9 labels negative. "HireVue is cited as a cautionary example in the literature. In 2020 its AI-powered video interview system "came under sustained criticism for analysing candidates' facial expressions and body language as proxies for job-relevant traits."" (Muse Glimmer 30B, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Ask BambooHR (32%) to MeBeBot (17%). Margin 3 points, within noise.

- Ask BambooHR: 32% to 14%, −18. Cleared the floor by 5 points · rank 1 → 3 of 133.
- Rippling: 2% to 15%, +13. Inside the floor by 0 points · rank 9 → 2 of 133.
- ChatGPT: 6% to 14%, +8. Inside the floor by 5 points · rank 4 of 133, unchanged.
- MeBeBot: 20% to 17%, −3. Inside the floor by 10 points · rank 2 → 1 of 133.
- Workativ Assistant: 6% to 3%, −3. Inside the floor by 10 points · rank 5 → 8 of 133.
- Claude: 6% to 8%, +2. Inside the floor by 11 points · rank 6 of 133, unchanged.
- Leena AI: 0% to 2%, +2. Inside the floor by 11 points · rank 117 → 11 of 133.
- Factorial: 2% to 0%, −2. Inside the floor by 11 points · rank 8 → 20 of 133.
- Gusto: 8% to 8%, ±0. Inside the floor by 13 points · rank 3 → 5 of 133.
- Personio: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 of 133, unchanged.
- Lattice: 0% to 0%, ±0. Inside the floor by 13 points · rank 48 → 21 of 133.
- Paradox: 0% to 0%, ±0. Inside the floor by 13 points · rank 105 → 104 of 133.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.