# Succession planning for small business buyers: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "succession planning software" and as "talent review tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/performance/succession-planning/smb/

**Standing:** BambooHR leads with 18% of first choices; verdict contested. 56 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | BambooHR | 18% | 10% | 42 |
| 2 | SuccessionNow | 16% | 13% | 31 |
| 3 | PerformYard | 11% | 0% | 34 |
| 4 | Paycor | 9% | 5% | 19 |
| 5 | Lattice | 9% | 31% | 35 |
| 6 | Teamflect | 7% | 0% | 12 |
| 7 | Creately | 7% | 9% | 11 |
| 8 | 15Five | 4% | 17% | 12 |
| 9 | Leapsome | 4% | 27% | 15 |
| 10 | Workday Succession Planning | 0% | 95% | 21 |
| 11 | SAP SuccessFactors Succession & Development | 0% | 100% | 20 |

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

- Claude Haiku 4.5: Paycor; alternatives BambooHR, Peoplebox, PerformYard, SuccessionNow
- GPT-5.4 mini: Plum; alternatives UKG Pro Succession Planning
- Gemini 3.5 Flash: Lattice; alternatives Built, Deel HR, PerformYard
- Perplexity Sonar: BambooHR, PerformYard; alternatives Lattice
- Grok 4.1 Fast: SuccessionNow; alternatives BambooHR, Paycor, PerformYard, monday.com Work Management
- Mistral Small: SuccessionNow; alternatives Lattice, Leapsome, Monday.com
- DeepSeek V4 Flash: SuccessionNow; alternatives BambooHR, Lattice
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Paycor, PerformYard; alternatives BambooHR, Maus
- Kimi K2: ChartHop; alternatives BambooHR, Leapsome, SuccessionNow
- GLM 4.7 FlashX: SuccessionNow; alternatives ChartHop, Monday.com, PerformYard
- MiniMax M2.5: Lattice, SuccessionNow; alternatives ChartHop, Deel HR, Workhuman
- GPT-6 Luna: Teamflect; alternatives Successionly, Workzoom
- Muse Glimmer 30B: BambooHR, Paycor; alternatives SuccessionNow

## Sources the answers cite

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

- firsthr.app: 49 answers, 52 citations
- workhuman.com: 48 answers, 48 citations
- talentguard.com: 45 answers, 47 citations
- skillpanel.com: 44 answers, 73 citations
- softwareadvice.com: 33 answers, 37 citations
- peoplemanagingpeople.com: 25 answers, 28 citations
- monday.com: 24 answers, 32 citations
- getapp.com: 24 answers, 30 citations

Pages named in the most answers:

- https://firsthr.app/compare/performance/succession-planning-software (48 answers)
- https://workhuman.com/blog/succession-planning-software (47 answers)
- https://talentguard.com/blog/10-best-role-readiness-planning-software-for-2025 (44 answers)
- https://skillpanel.com/blog/succession-planning-software-2 (34 answers)
- https://monday.com/blog/project-management/succession-planning-software (24 answers)
- https://getapp.com/hr-employee-management-software/succession-planning (22 answers)
- https://softwareadvice.com/hr/succession-planning-comparison (22 answers)
- https://engagedly.com/blog/best-succession-planning-softwares (17 answers)
- https://peoplemanagingpeople.com/tools/best-succession-planning-software (17 answers)
- https://guideflow.com/blog/succession-planning-software (12 answers)

## Warned against

- SAP SuccessFactors Succession & Development: 20 of 20 labels negative. "you do not need (and should actively avoid) heavy, enterprise-level succession planning platforms like SAP SuccessFactors, Dayforce, or Workday" (Gemini 3.5 Flash, scale prompt)
- Workday Succession Planning: 20 of 21 labels negative. "Many enterprise-grade platforms (Workday, SAP SuccessFactors, Eightfold AI) are overkill and prohibitively expensive for a company your size" (DeepSeek V4 Flash, scale prompt)
- Lattice: 11 of 35 labels negative. "Avoid pricier ones like Lattice (~$8+/user, $4k min)" (Grok 4.1 Fast, budget prompt)
- Oracle Fusion Cloud HCM: 4 of 4 labels negative. "Enterprise-Level HR Software Suites (e.g., Workday, SAP SuccessFactors, Oracle HCM) ... Why avoid or be cautious" (Grok 4.1 Fast, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: Paycor (27%) to BambooHR (18%). Margin 12 points, within noise.

- Paycor: 27% to 6%, −21. Cleared the floor by 8 points · rank 1 → 6 of 88.
- SuccessionNow: 6% to 16%, +10. Inside the floor by 3 points · rank 4 → 2 of 88.
- BambooHR: 25% to 18%, −7. Inside the floor by 6 points · rank 2 → 1 of 88.
- PerformYard: 6% to 12%, +6. Inside the floor by 7 points · rank 5 → 3 of 88.
- Leapsome: 0% to 4%, +4. Inside the floor by 9 points · rank 88 → 9 of 88.
- Lattice: 10% to 10%, ±0. Inside the floor by 13 points · rank 3 → 4 of 88.
- Teamflect: 4% to 4%, ±0. Inside the floor by 13 points · rank 6 → 8 of 88.
- 15Five: 2% to 2%, ±0. Inside the floor by 13 points · rank 11 of 88, unchanged.
- Workday Succession Planning: 0% to 0%, ±0. Inside the floor by 13 points · rank 92 → 87 of 88.
- SAP SuccessFactors Succession & Development: 0% to 0%, ±0. Inside the floor by 13 points · rank 93 → 88 of 88.

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.