# Internal talent marketplace for small business buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "internal talent marketplace" and as "internal mobility platform", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/hr/performance/internal-talent-marketplace/2026-09/smb

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/hr/performance/internal-talent-marketplace/smb/index.md

**Standing:** TalentGuard leads with 24% of first choices; verdict contested. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [TalentGuard](https://www.gane.ai/index/hr/vendors/talentguard/index.md) | 24% | 0% | 23 |
| 2 | [Airtable](https://www.gane.ai/index/hr/vendors/airtable/index.md) | 13% | 0% | 10 |
| 3 | [Fuel50](https://www.gane.ai/index/hr/vendors/fuel50/index.md) | 9% | 48% | 25 |
| 7 | [Gloat](https://www.gane.ai/index/hr/vendors/gloat/index.md) | 4% | 73% | 33 |
| 22 | [Toptal](https://www.gane.ai/index/hr/vendors/toptal/index.md) | 0% | 22% | 18 |
| 47 | [Upwork](https://www.gane.ai/index/hr/vendors/upwork/index.md) | 0% | 50% | 22 |
| 57 | [Fiverr](https://www.gane.ai/index/hr/vendors/fiverr/index.md) | 0% | 48% | 23 |
| 109 | [Freelancer.com](https://www.gane.ai/index/hr/vendors/freelancer-com/index.md) | 0% | 67% | 15 |
| 110 | [Eightfold AI](https://www.gane.ai/index/hr/vendors/eightfold-ai/index.md) | 0% | 80% | 25 |

Rank is by share of first choices among all 110 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: Fuel50; alternatives Eightfold AI, Hitch, Phenom
- GPT-5.4 mini: Neobrain
- Gemini 3.5 Flash: MuchSkills; alternatives 365Talents, Skills Base, TalentGuard
- Perplexity Sonar: Engagedly, Fuel50
- Grok 4.20: TalentGuard; alternatives Fuel50
- Mistral Small: 365Talents, Gloat; alternatives Eightfold AI, Fuel50
- DeepSeek V4 Flash: TalentGuard; alternatives GoFIGR
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Rippling; alternatives BambooHR, Fuel50, Gusto, Hyring
- Kimi K2: TalentGuard; alternatives 365Talents, SAP SuccessFactors Opportunity Marketplace
- GLM 4.7 FlashX: Fuel50; alternatives DIY, Docebo, Gloat, TalentGuard
- MiniMax M2.5: TalentGuard; alternatives 365Talents, Airtable, Google Forms + Sheets

## Sources the answers cite

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

- gartner.com: 42 answers, 42 citations
- fuel50.com: 33 answers, 52 citations
- talentguard.com: 30 answers, 52 citations
- recruiterslineup.com: 25 answers, 25 citations
- sprad.io: 24 answers, 32 citations
- peoplemanagingpeople.com: 22 answers, 25 citations
- g2.com: 20 answers, 30 citations
- awesomic.com: 19 answers, 27 citations

Pages named in the most answers:

- https://gartner.com/reviews/market/internal-talent-marketplaces (42 answers)
- https://fuel50.com/blog/internal-talent-marketplace-platforms (29 answers)
- https://talentguard.com/blog/best-talent-marketplace-platforms (24 answers)
- https://recruiterslineup.com/best-talent-marketplace-platforms-reviewed (24 answers)
- https://sprad.io/blog/internal-talent-marketplace-software-in-2025-vendors-features-pricing-and-rfp-checklist (20 answers)
- https://docebo.com/learning-network/blog/internal-mobility-platforms (19 answers)
- https://talentguard.com/blog/best-internal-talent-marketplace-platforms (19 answers)
- https://awesomic.com/blog/ultimate-list-talent-marketplaces-for-businesses-in-2025 (15 answers)
- https://peoplemanagingpeople.com/tools/best-talent-marketplace-platform (12 answers)
- https://mentorcliq.com/insights/internal-talent-marketplace-platform (11 answers)

## Warned against

- Fiverr: 11 of 23 labels negative. "High volume of negative Trustpilot feedback... Lacks strong vetting for non-Pro gigs, leading to inconsistent work" (Grok 4.20, negative prompt)
- Upwork: 11 of 22 labels negative. "Open general marketplaces like Upwork, Fiverr, and Freelancer.com when you need highly consistent quality... can require significant DIY screening and management." (Perplexity Sonar, negative prompt)
- Freelancer.com: 10 of 15 labels negative. "platforms to avoid or approach with extreme caution ... Some of these platforms (most notably Freelancer.com) are highly criticized for user-unfriendly terms, including hidden fees" (Gemini 3.5 Flash, negative prompt)
- Gloat: 24 of 33 labels negative. "typical enterprise-grade Internal Talent Marketplaces (ITMs) like Gloat, Eightfold AI, or Fuel50 are off the table" (Gemini 3.5 Flash, budget prompt)

## Record

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