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

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

**Standing:** Paycor leads with 27% of first choices; verdict contested. 48 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Paycor | 27% | 0% | 35 |
| 2 | BambooHR | 25% | 0% | 31 |
| 3 | Lattice | 10% | 27% | 37 |
| 4 | SuccessionNow | 6% | 13% | 30 |
| 5 | PerformYard | 6% | 0% | 24 |
| 6 | Teamflect | 4% | 0% | 20 |
| 7 | Leapsome | 0% | 55% | 11 |
| 8 | Workday | 0% | 100% | 11 |
| 9 | SAP SuccessFactors | 0% | 92% | 13 |

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

- Claude Haiku 4.5: Paycor; alternatives ChartHop, PeopleFluent, PerformYard
- GPT-5.4 mini: BambooHR; alternatives Lattice, Plum
- Gemini 3.5 Flash: Teamflect; alternatives ChartHop, Deel HR, PerformYard, SuccessionNow
- Perplexity Sonar: BambooHR, Paycor
- Grok 4.1 Fast: Paycor; alternatives BambooHR, Succession Wizard, SuccessionNow
- Mistral Small: Paycor; alternatives FirstHR, Lattice, Sage
- DeepSeek V4 Flash: SuccessionNow; alternatives Lattice, Paycor
- Llama 4 Maverick: Paycor; alternatives Lattice, Sage
- Qwen 3.7 Flash: BambooHR; alternatives Gusto, Lattice, Zoho People
- Kimi K2: PerformYard; alternatives ChartHop, Lattice, Paycor, SuccessionNow
- GLM 4.7 FlashX: SuccessionNow; alternatives BambooHR, Lattice, Paycor
- MiniMax M2.5: Lattice; alternatives SuccessionNow

## Sources the answers cite

65 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- firsthr.app: 41 answers, 41 citations
- talentguard.com: 40 answers, 43 citations
- successionstack.com: 32 answers, 37 citations
- monday.com: 27 answers, 31 citations
- g2.com: 24 answers, 40 citations
- peoplemanagingpeople.com: 22 answers, 27 citations
- guideflow.com: 21 answers, 23 citations
- gartner.com: 20 answers, 20 citations

Pages named in the most answers:

- https://firsthr.app/compare/performance/succession-planning-software (41 answers)
- https://talentguard.com/blog/10-best-role-readiness-planning-software-for-2025 (40 answers)
- https://successionstack.com/best-succession-planning-software (32 answers)
- https://monday.com/blog/project-management/succession-planning-software (27 answers)
- https://aihr.com/blog/succession-planning-tools (18 answers)
- https://gartner.com/reviews/market/succession-planning-technology (18 answers)
- https://workhuman.com/blog/succession-planning-software (18 answers)
- https://peoplemanagingpeople.com/tools/best-succession-planning-software (17 answers)
- https://softwareadvice.com/hr/succession-planning-comparison (16 answers)
- https://theorgchart.com/resources/succession-planning-tools (14 answers)

## Warned against

- Lattice: 10 of 37 labels negative. "Many platforms (e.g., Lattice, Leapsome, SuccessionNow) have high minimum annual fees and steep learning curves that a small team cannot justify." (GLM 4.7 FlashX, negative prompt)
- SAP SuccessFactors: 12 of 13 labels negative. "Enterprise platforms like Workday, SAP SuccessFactors, and Eightfold AI use custom pricing that can be significantly higher ... making them overkill for small businesses" (Claude Haiku 4.5, negative prompt)
- Workday: 11 of 11 labels negative. "Enterprise platforms like Workday, SAP SuccessFactors, and Eightfold AI use custom pricing that can be significantly higher ... making them overkill for small businesses" (Claude Haiku 4.5, negative prompt)
- Leapsome: 6 of 11 labels negative. "Many platforms (e.g., Lattice, Leapsome, SuccessionNow) have high minimum annual fees and steep learning curves" (GLM 4.7 FlashX, negative prompt)

## 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, September 2026 Edition, hr-ai-index.com.