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

Gane Index, November 2026 Edition. Asked as "talent intelligence platform" and as "AI talent platform for hiring and mobility", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/performance/talent-intelligence/2026-11/smb

**Standing:** Pin leads with 14% of first choices; verdict contested. 58 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Pin](https://www.gane.ai/index/hr/vendors/pin/index.md) | 14% | 0% | 25 |
| 2 | [Loxo](https://www.gane.ai/index/hr/vendors/loxo/index.md) | 12% | 7% | 30 |
| 3 | [Gem](https://www.gane.ai/index/hr/vendors/gem/index.md) | 10% | 4% | 25 |
| 4 | [Manatal](https://www.gane.ai/index/hr/vendors/manatal/index.md) | 10% | 0% | 17 |
| 5 | [Lessie AI](https://www.gane.ai/index/hr/vendors/lessie-ai/index.md) | 10% | 0% | 17 |
| 6 | [Juicebox](https://www.gane.ai/index/hr/vendors/juicebox/index.md) | 5% | 5% | 19 |
| 7 | [Workable](https://www.gane.ai/index/hr/vendors/workable/index.md) | 5% | 0% | 13 |
| 9 | [Metaview](https://www.gane.ai/index/hr/vendors/metaview/index.md) | 3% | 5% | 20 |
| 10 | [Ashby](https://www.gane.ai/index/hr/vendors/ashby/index.md) | 3% | 8% | 13 |
| 11 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 3% | 81% | 48 |
| 12 | [SeekOut Recruit](https://www.gane.ai/index/hr/vendors/seekout-recruit/index.md) | 2% | 34% | 38 |
| 21 | [Phenom](https://www.gane.ai/index/hr/vendors/phenom/index.md) | 2% | 76% | 21 |

Rank is by share of first choices among all 99 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: Gem, Wrangle; alternatives Pin, TestGorilla, TurboHire, hireEZ
- GPT-5.4 mini: Loxo; alternatives Atlas, Recruiterflow
- Gemini 3.5 Flash: Gem; alternatives Ashby, Juicebox, SeekOut Recruit, hireEZ
- Perplexity Sonar: Loxo; alternatives Metaview, Pin, SeekOut Recruit, hireEZ
- Grok 4.20: Ashby; alternatives Loxo, Recruiterflow
- Mistral Small: Loxo, Wrangle; alternatives Recruitee, Remote AI
- DeepSeek V4 Flash: Loxo; alternatives Ashby, CoRecruit, Manatal, Recruiterflow
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Arya; alternatives Gem, Lessie AI
- Kimi K2: Juicebox; alternatives Ashby, Loxo, Recruiterflow
- GLM 4.7 FlashX: Gem, Loxo; alternatives Metaview, hireEZ
- MiniMax M2.5: Loxo; alternatives Ashby, CoRecruit, Metaview
- GPT-6 Luna: Juicebox; alternatives LinkedIn Talent Insights, SeekOut Recruit Core
- Muse Glimmer 30B: Lessie AI, Pin; alternatives CoRecruit formerly Quil, Juicebox, Loxo, Recruitee

## 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:

- g2.com: 47 answers, 94 citations
- pin.com: 33 answers, 55 citations
- jobspipe.dev: 29 answers, 29 citations
- learn.g2.com: 29 answers, 29 citations
- skima.ai: 24 answers, 25 citations
- lessie.ai: 19 answers, 26 citations
- xobin.com: 19 answers, 19 citations
- capterra.com: 17 answers, 23 citations

Pages named in the most answers:

- https://g2.com/categories/talent-intelligence/small-business (40 answers)
- https://jobspipe.dev/talent-intelligence-platforms (29 answers)
- https://learn.g2.com/best-talent-intelligence-software (27 answers)
- https://skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools (23 answers)
- https://pin.com/blog/talent-intelligence-software (22 answers)
- https://lessie.ai/blog/talent-intelligence-platforms (19 answers)
- https://xobin.com/blog/best-talent-intelligence-platforms (18 answers)
- https://softwaresuggest.com/talent-intelligence-platform (16 answers)
- https://metaview.ai/resources/blog/talent-intelligence-platforms (12 answers)
- https://wrangle.ai/blogs/best-talent-intelligence-platforms-2026 (11 answers)

## Warned against

- Eightfold AI: 39 of 48 labels negative. "Avoid Entirely (Enterprise-Only Products)

1. Eightfold AI
- Why avoid: Enterprise-only platform with contracts typically starting in the mid-six figures annually" (DeepSeek V4 Flash, negative prompt)
- Beamery: 24 of 27 labels negative. "Enterprise-heavy platforms like Eightfold AI, Beamery, and Phenom are usually not recommended for small B2B companies." (Gemini 3.5 Flash, direct prompt)
- Gloat: 15 of 21 labels negative. "designed for mid-to-large enterprises. Small businesses may find them expensive and feature-heavy" (Qwen 3.7 Flash, negative prompt)
- SeekOut Recruit: 13 of 38 labels negative. "Avoid at all costs (for a tight budget): Eightfold, Gloat, Beamery, SeekOut, and iCIMS" (DeepSeek V4 Flash, budget prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: Pin at 14%.

- Pin: 21% to 14%, −7. Inside the floor by 6 points · rank 1 of 99, unchanged.
- Metaview: 10% to 3%, −7. Inside the floor by 6 points · rank 3 → 9 of 99.
- Lessie AI: 4% to 10%, +6. Inside the floor by 7 points · rank 9 → 5 of 99.
- Manatal: 6% to 10%, +4. Inside the floor by 9 points · rank 5 → 4 of 99.
- Zoho Recruit: 4% to 0%, −4. Inside the floor by 9 points · rank 7 → 32 of 99.
- Juicebox: 2% to 5%, +3. Inside the floor by 10 points · rank 13 → 6 of 99.
- Loxo: 10% to 12%, +2. Inside the floor by 11 points · rank 2 of 99, unchanged.
- Gem: 8% to 10%, +2. Inside the floor by 11 points · rank 4 → 3 of 99.
- SeekOut Recruit: 4% to 2%, −2. Inside the floor by 11 points · rank 8 → 12 of 99.
- hireEZ: 2% to 0%, −2. Inside the floor by 11 points · rank 11 → 22 of 99.
- Workable: 6% to 5%, −1. Inside the floor by 12 points · rank 6 → 7 of 99.
- Ashby: 2% to 3%, +1. Inside the floor by 12 points · rank 12 → 10 of 99.

## 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.