# Talent intelligence for small business buyers: what AI models recommend, September 2026

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

**Standing:** Pin leads with 18% of first choices; verdict contested. 49 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Pin | 18% | 3% | 33 |
| 2 | Gem | 14% | 0% | 32 |
| 3 | Lessie AI | 14% | 0% | 19 |
| 4 | Loxo | 10% | 0% | 24 |
| 5 | Manatal | 6% | 0% | 13 |
| 6 | Metaview | 4% | 0% | 25 |
| 7 | hireEZ | 4% | 15% | 26 |
| 8 | Wrangle | 4% | 0% | 11 |
| 9 | Eightfold AI | 4% | 84% | 45 |
| 10 | Ashby | 2% | 0% | 13 |
| 11 | SeekOut | 0% | 61% | 18 |
| 12 | Workday Skills Cloud | 0% | 90% | 10 |

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

- Claude Haiku 4.5: Pin; alternatives Loxo, Talentel
- GPT-5.4 mini: Loxo; alternatives LinkedIn Talent Insights, Recruiterflow
- Gemini 3.5 Flash: Pin; alternatives ALT-Talent, Arya, Intervue, Metaview
- Perplexity Sonar: Loxo; alternatives Lessie AI, Pin
- Grok 4.1 Fast: Gem, Metaview; alternatives Loxo
- Mistral Small: Ashby, hireEZ
- DeepSeek V4 Flash: Gem, Metaview; alternatives Loxo, hireEZ
- Llama 4 Maverick: Lessie AI; alternatives AmazingHiring, Loxo
- Qwen 3.7 Flash: Gem; alternatives hireEZ
- Kimi K2: Gem; alternatives Lessie AI, Metaview, Pin, Wrangle
- GLM 4.7 FlashX: Gem; alternatives Bryq, Lessie AI, Metaview, SeekOut
- MiniMax M2.5: Lessie AI, Loxo; alternatives AmazingHiring, Ashby, Gem, hireEZ

## Sources the answers cite

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

- pin.com: 41 answers, 83 citations
- metaview.ai: 39 answers, 53 citations
- learn.g2.com: 37 answers, 37 citations
- g2.com: 36 answers, 71 citations
- hiretruffle.com: 29 answers, 31 citations
- lessie.ai: 26 answers, 27 citations
- skima.ai: 25 answers, 26 citations
- xobin.com: 23 answers, 23 citations

Pages named in the most answers:

- https://metaview.ai/resources/blog/talent-intelligence-platforms (39 answers)
- https://learn.g2.com/best-talent-intelligence-software (37 answers)
- https://g2.com/categories/talent-intelligence/small-business (30 answers)
- https://pin.com/blog/talent-intelligence-platforms (30 answers)
- https://lessie.ai/blog/talent-intelligence-platforms (26 answers)
- https://xobin.com/blog/best-talent-intelligence-platforms (23 answers)
- https://pin.com/blog/talent-intelligence-software (21 answers)
- https://skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools (21 answers)
- https://hiretruffle.com/blog/talent-intelligence-platforms (19 answers)
- https://wrangle.ai/blogs/best-talent-intelligence-platforms-2026 (18 answers)

## Warned against

- Eightfold AI: 38 of 45 labels negative. "Most enterprise-sized talent intelligence suites (Eightfold, Beamery, Phenom, iCIMS, Workday Skills Cloud, Gloat, LinkedIn Talent Insights, etc.) are not built for small businesses" (GLM 4.7 FlashX, negative prompt)
- Phenom: 20 of 22 labels negative. "pricing starts at around $10,000 per month. It is only cost-effective for companies executing massive, continuous high-volume hiring campaigns." (Gemini 3.5 Flash, negative prompt)
- Beamery: 27 of 29 labels negative. "Enterprise talent CRM + skills graph. Requires at-scale hiring and dedicated TA ops. Implementation and maintenance are complex and costly." (GLM 4.7 FlashX, negative prompt)
- Gloat: 17 of 22 labels negative. "Some platforms that are not suitable for small businesses include Gloat, Workday Skills Cloud, Phenom, and iCIMS Talent Cloud." (Llama 4 Maverick, 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.