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

Gane 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://www.gane.ai/index/hr/performance/succession-planning/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/performance/succession-planning/smb/index.md

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

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [BambooHR](https://www.gane.ai/index/hr/vendors/bamboohr/index.md) | 18% | 10% | 42 |
| 2 | [SuccessionNow](https://www.gane.ai/index/hr/vendors/successionnow/index.md) | 16% | 13% | 31 |
| 3 | [PerformYard](https://www.gane.ai/index/hr/vendors/performyard/index.md) | 11% | 0% | 34 |
| 4 | [Paycor](https://www.gane.ai/index/hr/vendors/paycor/index.md) | 9% | 5% | 19 |
| 5 | [Lattice](https://www.gane.ai/index/hr/vendors/lattice/index.md) | 9% | 31% | 35 |
| 6 | [Teamflect](https://www.gane.ai/index/hr/vendors/teamflect/index.md) | 7% | 0% | 12 |
| 7 | [Creately](https://www.gane.ai/index/hr/vendors/creately/index.md) | 7% | 9% | 11 |
| 9 | [15Five](https://www.gane.ai/index/hr/vendors/15five/index.md) | 4% | 17% | 12 |
| 10 | [Leapsome](https://www.gane.ai/index/hr/vendors/leapsome/index.md) | 4% | 27% | 15 |
| 88 | [Workday Succession Planning](https://www.gane.ai/index/hr/vendors/workday-succession-planning/index.md) | 0% | 95% | 21 |
| 89 | [SAP SuccessFactors Succession & Development](https://www.gane.ai/index/hr/vendors/sap-successfactors-succession-development/index.md) | 0% | 100% | 20 |

Rank is by share of first choices among all 89 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: 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 4.20: SuccessionNow; alternatives BambooHR, Paycor, PerformYard, monday work management
- Mistral Small: SuccessionNow; alternatives Lattice, Leapsome, monday work management
- 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, PerformYard, monday work management
- 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 4.20, budget prompt)
- Cornerstone Succession: 6 of 7 labels negative. "Enterprise quote-only pricing (Workday, SAP, Cornerstone, etc.) \u2014 these are almost certainly not for you." (DeepSeek V4 Flash, scale 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 86.
- SuccessionNow: 6% to 16%, +10. Inside the floor by 3 points · rank 4 → 2 of 86.
- BambooHR: 25% to 18%, −7. Inside the floor by 6 points · rank 2 → 1 of 86.
- PerformYard: 6% to 12%, +6. Inside the floor by 7 points · rank 5 → 3 of 86.
- Leapsome: 0% to 4%, +4. Inside the floor by 9 points · rank 85 → 9 of 86.
- Lattice: 10% to 10%, ±0. Inside the floor by 13 points · rank 3 → 4 of 86.
- Teamflect: 4% to 4%, ±0. Inside the floor by 13 points · rank 6 → 8 of 86.
- 15Five: 2% to 2%, ±0. Inside the floor by 13 points · rank 11 of 86, unchanged.
- Workday Succession Planning: 0% to 0%, ±0. Inside the floor by 13 points · rank 89 → 85 of 86.
- SAP SuccessFactors Succession & Development: 0% to 0%, ±0. Inside the floor by 13 points · rank 90 → 86 of 86.

## Record

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