# MuchSkills: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 11 judge labels across 1 categories by 8 of 14 models. Page: https://hr-ai-index.com/vendors/muchskills/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Skills intelligence | 5% | 6 | 0% | 11 |

## What the models said for it

- "MuchSkills: Excellent for professional services, engineering, or project-heavy companies needing beautiful, easy-to-read skill matrices and CV builders." (Gemini 3.5 Flash, Skills intelligence)
- "I'd recommend starting with a free trial from Pin or MuchSkills to evaluate which features best match your organization's needs." (Claude Haiku 4.5, Skills intelligence)
- "Skills Base or MuchSkills are particularly recommended" (Mistral Small, Skills intelligence)
- "Free tier for lightweight visual skills mapping and gap analysis; good starter but less feature-rich." (Grok 4.1 Fast, Skills intelligence)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Skills intelligence: 2% to 5%, +4. Inside the floor by 9 points · rank 10 → 6 of 127.

## In its own words

What MuchSkills's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI-Powered Skills Intelligence Platform (https://muchskills.com/)
- For: Built for HR and L&D, workforce planning, resourcing, engineering and compliance teams. (https://muchskills.com/)
- Price stated: Plans scale from Starter to Enterprise. The pricing page compares the plans; prices are on request. (https://muchskills.com/)
- Free plan or trial: Yes, with a proof of concept: a scoped pilot on your own data and your own questions, so you see the answers you would get, not a demo account. (https://www.muchskills.com/pricing)
- Certifications: GDPR, ISO 9001, ISO 27001, AS9100, CSRD/ESRS S1, G-Cloud 14, GDPR compliant
- Hosting: European Union, EU
- Customers named: TBS, Nigeria's Federal Civil Service, Phillips Consulting, Nigeria’s Federal Civil Service

## What it publishes

Every page muchskills.com exposes, read 2026-09-29: 449 addresses. By kind, pages and the last 90 days:

- blog: 99 pages, 18 in the last 90 days, latest 2026-09-02
- case study: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 18 pages, 0 in the last 90 days, latest 2026-03-15
- comparison: 5 pages, 1 in the last 90 days, latest 2026-08-22
- glossary or explainer: 5 pages, 2 in the last 90 days, latest 2026-09-12
- news or press: 22 pages, 1 in the last 90 days, latest 2026-09-09
- Recent: 2026-09-12 glossary or explainer: What is a skills matrix and why do you need a modern one https://www.muchskills.com/blog/what-is-a-skills-matrix-and-why-do-you-need-a-modern-one
- Recent: 2026-09-09 news or press: Unleash world 2026 https://www.muchskills.com/news/unleash-world-2026
- Recent: 2026-09-02 blog: Skills management what is it and why do you need it https://www.muchskills.com/blog/skills-management-what-is-it-and-why-do-you-need-it
- Recent: 2026-09-02 blog: Employee training record template https://www.muchskills.com/blog/employee-training-record-template
- Recent: 2026-08-28 blog: Sap skills management participation layer https://www.muchskills.com/blog/sap-skills-management-participation-layer
- Recent: 2026-08-22 comparison: Build vs buy why cultivating internal talent beats costly external hiring https://www.muchskills.com/blog/build-vs-buy-why-cultivating-internal-talent-beats-costly-external-hiring

## 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.