# Learning experience platforms for small business buyers: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "learning experience platform" and as "LXP", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/learning/learning-experience-platforms/smb/

**Standing:** GoSkills leads with 57% of first choices; verdict clear leader. 44 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | GoSkills | 57% | 0% | 48 |
| 2 | TalentLMS | 16% | 3% | 33 |
| 3 | 360Learning | 9% | 3% | 33 |
| 4 | SC Training | 2% | 0% | 19 |
| 5 | Udemy Business | 2% | 60% | 15 |
| 6 | Cornerstone OnDemand | 0% | 85% | 20 |
| 7 | Docebo | 0% | 77% | 30 |
| 8 | Degreed | 0% | 100% | 25 |

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

- Claude Haiku 4.5: LinkedIn Learning; alternatives Absorb LMS, TalentLMS
- GPT-5.4 mini: GoSkills, Mitti; alternatives 360Learning, Coursera for Business, Udemy Business
- Gemini 3.5 Flash: 360Learning; alternatives Continu, GoSkills, Learn Amp, LearnUpon
- Perplexity Sonar: GoSkills; alternatives 360Learning, LearnWorlds, TalentLMS
- Grok 4.1 Fast: GoSkills; alternatives Litmos, TalentLMS, iSpring Learn
- Mistral Small: GoSkills; alternatives Thirst
- DeepSeek V4 Flash: GoSkills; alternatives 360Learning, HowNow, SC Training
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: GoSkills; alternatives LearnUpon, TalentLMS, Udemy Business
- Kimi K2: GoSkills, TalentLMS; alternatives 360Learning, GroupApp, SC Training
- GLM 4.7 FlashX: GoSkills; alternatives 360Learning
- MiniMax M2.5: GoSkills; alternatives Continu

## 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:

- goskills.com: 50 answers, 105 citations
- g2.com: 34 answers, 70 citations
- thirst.io: 32 answers, 39 citations
- intelligentliving.co: 25 answers, 25 citations
- peoplemanagingpeople.com: 24 answers, 28 citations
- firsthr.app: 23 answers, 29 citations
- group.app: 23 answers, 25 citations
- valasys.com: 22 answers, 22 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (41 answers)
- https://intelligentliving.co/best-lxp-platforms-small-businesses (25 answers)
- https://firsthr.app/compare/training/lxp-learning-platform (23 answers)
- https://g2.com/categories/learning-experience-platforms-lxp/small-business (22 answers)
- https://thirst.io/blog/top-12-learning-experience-platforms (22 answers)
- https://valasys.com/best-lms-lxp-platforms-small-business (22 answers)
- https://peoplemanagingpeople.com/tools/best-learning-experience-platform (19 answers)
- https://goskills.com/resources/best-lms-compared (15 answers)
- https://group.app/blog/learning-experience-platforms (15 answers)
- https://talentedladiesclub.com/articles/articles-learning-experience-platforms-comparison-guide-2027 (14 answers)

## Warned against

- Docebo: 23 of 30 labels negative. "Small businesses should avoid or be cautious about enterprise-focused platforms with high minimums (Degreed, Cornerstone, Docebo, etc.)" (Mistral Small, negative prompt)
- Degreed: 25 of 25 labels negative. "Many flagship LXPs (Degreed, Cornerstone, Docebo, Skillsoft) are quote-only, positioned for 150+ or 250+ licenses ... Resist the enterprise flagship platforms" (DeepSeek V4 Flash, scale prompt)
- Cornerstone OnDemand: 17 of 20 labels negative. "Many flagship LXPs (Degreed, Cornerstone, Docebo, Skillsoft) are quote-only ... That's likely overkill and over-budget for you." (DeepSeek V4 Flash, scale prompt)
- Udemy Business: 9 of 15 labels negative. "general-content platforms not designed for employee training (Udemy, Kajabi)" (Mistral Small, 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.