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

HR AI Recommendation Index, October 2026 Edition. Asked as "learning experience platform" and as "LXP", six framings each, to fourteen 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 50% of first choices; verdict clear leader. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | GoSkills | 50% | 4% | 50 |
| 2 | TalentLMS | 22% | 2% | 46 |
| 3 | 360Learning | 11% | 7% | 46 |
| 4 | LearnWorlds | 4% | 5% | 19 |
| 5 | SC Training | 2% | 0% | 18 |
| 6 | Thinkific | 2% | 0% | 11 |
| 7 | Absorb LMS | 2% | 58% | 12 |
| 8 | Moodle | 0% | 30% | 10 |
| 9 | Degreed | 0% | 95% | 21 |
| 10 | Cornerstone OnDemand | 0% | 96% | 24 |
| 11 | Docebo | 0% | 90% | 30 |

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

- Claude Haiku 4.5: Thirst; alternatives 360Learning, GoSkills, Litmos, TalentLMS
- GPT-5.4 mini: TalentLMS; alternatives Docebo, Trainual, Zoho Learn
- Gemini 3.5 Flash: 360Learning; alternatives Continu, Learn Amp, Skilljar, TalentLMS
- Perplexity Sonar: GoSkills; alternatives LearnWorlds, TalentLMS
- Grok 4.1 Fast: GoSkills; alternatives LearnWorlds, TalentLMS
- Mistral Small: GoSkills; alternatives LearnWorlds, Thinkific
- DeepSeek V4 Flash: GoSkills; alternatives 360Learning
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: GoSkills; alternatives Absorb LMS, LearnWorlds, TalentLMS
- Kimi K2: GoSkills; alternatives 360Learning, SC Training
- GLM 4.7 FlashX: GoSkills; alternatives 360Learning, Connecteam, LearnWorlds, TalentLMS
- MiniMax M2.5: GoSkills; alternatives LearnWorlds, Thinkific
- GPT-6 Luna: 360Learning; alternatives TalentLMS
- Muse Glimmer 30B: TalentLMS; alternatives Academy of Mine, LearnWorlds

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- goskills.com: 60 answers, 112 citations
- g2.com: 40 answers, 64 citations
- intelligentliving.co: 35 answers, 35 citations
- peoplemanagingpeople.com: 34 answers, 35 citations
- 360learning.com: 29 answers, 35 citations
- group.app: 29 answers, 31 citations
- firsthr.app: 28 answers, 45 citations
- learnworlds.com: 25 answers, 36 citations

Pages named in the most answers:

- https://goskills.com/resources/learning-experience-platforms (54 answers)
- https://intelligentliving.co/best-lxp-platforms-small-businesses (35 answers)
- https://peoplemanagingpeople.com/tools/best-learning-experience-platform (30 answers)
- https://firsthr.app/compare/training/lxp-learning-platform (26 answers)
- https://g2.com/categories/learning-experience-platforms-lxp/small-business (22 answers)
- https://learnworlds.com/blog/business/online-learning-platforms (20 answers)
- https://group.app/blog/learning-experience-platforms (18 answers)
- https://goskills.com/resources/best-lms-compared (18 answers)
- https://g2.com/categories/learning-experience-platforms-lxp (17 answers)
- https://forbes.com/advisor/business/the-best-learning-management-systems (16 answers)

## Warned against

- Docebo: 27 of 30 labels negative. "77 % negative sentiment in the HR-AI Index; AI explicitly said "small businesses should avoid or be cautious about enterprise-focused platforms with high minimums."" (GLM 4.7 FlashX, negative prompt)
- Cornerstone OnDemand: 23 of 24 labels negative. "Small businesses should avoid or be cautious about enterprise-focused platforms with high minimums (Degreed, Cornerstone, Docebo, etc.)" (Muse Glimmer 30B, paraphrase prompt)
- Degreed: 20 of 21 labels negative. "Enterprise-only platforms to skip at your size: Degreed, Docebo (enterprise tier), Cornerstone \u2014 typically overpriced and overkill." (DeepSeek V4 Flash, scale prompt)
- Skillsoft Percipio: 7 of 7 labels negative. ""Many flagship LXPs (Degreed, Cornerstone, Docebo, Skillsoft) are quote-only... Resist the enterprise flagship platforms"" (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat.
Same leader: GoSkills at 52%.

- LearnWorlds: 0% to 5%, +5. Inside the floor by 8 points · rank 13 → 4 of 74.
- GoSkills: 57% to 52%, −4. Inside the floor by 9 points · rank 1 of 74, unchanged.
- Thinkific: 0% to 2%, +2. Inside the floor by 11 points · rank 15 → 6 of 74.
- Absorb LMS: 0% to 2%, +2. Inside the floor by 11 points · rank 50 → 10 of 74.
- Udemy Business: 2% to 0%, −2. Inside the floor by 11 points · rank 11 → 67 of 74.
- TalentLMS: 16% to 18%, +2. Inside the floor by 11 points · rank 2 of 74, unchanged.
- 360Learning: 9% to 10%, +1. Inside the floor by 12 points · rank 3 of 74, unchanged.
- SC Training: 2% to 2%, ±0. Inside the floor by 13 points · rank 4 → 5 of 74.
- Degreed: 0% to 0%, ±0. Inside the floor by 13 points · rank 65 → 72 of 74.
- Cornerstone OnDemand: 0% to 0%, ±0. Inside the floor by 13 points · rank 63 → 73 of 74.
- Docebo: 0% to 0%, ±0. Inside the floor by 13 points · rank 64 → 74 of 74.

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