# Gloat: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 103 judge labels across 5 categories by 14 of 14 models. Page: https://hr-ai-index.com/vendors/gloat/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Skills intelligence | 4% | 10 | 48% | 23 |
| Internal talent marketplace | 0% | 102 | 60% | 45 |
| Talent intelligence | 0% | 78 | 42% | 33 |
| Succession planning | 0% | 68 | 0% | 1 |
| Workforce planning | 0% | 68 | 0% | 1 |

## What the models said for it

- "Gloat pioneered the internal talent marketplace category and remains the clearest choice for organizations whose primary talent intelligence need is unlocking internal mobility" (Claude Haiku 4.5, Internal talent marketpl)
- "Gloat pioneered the internal talent marketplace category.... Best For: Large enterprises seeking dynamic, AI-first workforce agility and project deployment." (Gemini 3.5 Flash, Internal talent marketpl)
- "Gloat or Fuel50 are the leading enterprise choices, depending on your priority (agility vs. structured career development)." (GLM 4.7 FlashX, Internal talent marketpl)
- "Internal Talent Marketplaces (ITM) Examples: Gloat, Fuel50, Eightfold.ai, HireVue ... Internal Marketplaces (Gloat)" (Qwen 3.7 Flash, Internal talent marketpl)

## And against it

- "you should generally avoid the following enterprise-native TIPs... Gloat or Workday Skills Cloud: Best suited for internal workforce planning" (Gemini 3.5 Flash, Talent intelligence)
- "Gloat — reviewed consistently as "enterprise-only, slow to implement, sized for thousands of employees." Not a good fit." (DeepSeek V4 Flash, Talent intelligence)
- "Gloat and Workday Skills Cloud are excellent for internal mobility but have zero external sourcing capability. Skip them" (Muse Glimmer 30B, Talent intelligence)
- "Platforms to Avoid for Mid-Market - Gloat — ... enterprise-only (5,000+ employees), expensive" (DeepSeek V4 Flash, Internal talent marketpl)

## Movement since September 2026

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

- Internal talent marketplace: 9% to 0%, −9. Inside the floor by 4 points · rank 4 → 102 of 102.
- Skills intelligence: 0% to 4%, +4. Inside the floor by 9 points · rank 160 → 10 of 127.
- Talent intelligence: 0% to 0%, ±0. Inside the floor by 13 points · rank 74 → 78 of 90.
- Succession planning: 0% to 0%, ±0. New · not ranked in September 2026 · rank 68 of 93.
- Workforce planning: 0% to 0%, ±0. New · not ranked in September 2026 · rank 68 of 98.

## In its own words

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

- Positioning: Agentic HR Platform & AI Workforce Agents (https://gloat.com/)
- For: enterprise (https://gloat.com/)
- Integrations claimed: 5 (https://gloat.com/platform)
- Customers named: Molson Coors, Seagate, HSBC, Nationwide, Standard Chartered, Mastercard, Novartis

## What it publishes

Every page gloat.com exposes, read 2026-09-29: 860 addresses. By kind, pages and the last 90 days:

- blog: 429 pages, 11 in the last 90 days, latest 2026-09-08
- case study: 26 pages, 0 in the last 90 days, latest 2022-05-23
- webinar or virtual event: 26 pages, 0 in the last 90 days, latest 2020-12-13
- conference or event: 17 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest 2022-03-19
- comparison: 3 pages, 2 in the last 90 days, latest 2026-09-17
- template or tool: 3 pages, 0 in the last 90 days, latest 2025-10-15
- glossary or explainer: 20 pages, 0 in the last 90 days, latest 2026-02-11
- news or press: 18 pages, 0 in the last 90 days, latest 2026-03-30
- Recent: 2026-09-17 comparison: Build vs buy hr ai agents https://gloat.com/blog/build-vs-buy-hr-ai-agents
- Recent: 2026-09-14 comparison: Ai assistant vs agent hr chat https://gloat.com/blog/ai-assistant-vs-agent-hr-chat
- Recent: 2026-09-08 blog: Measure hr ai agent roi https://gloat.com/blog/measure-hr-ai-agent-roi
- Recent: 2026-09-06 blog: Workforce redeployment gap https://gloat.com/blog/workforce-redeployment-gap
- Recent: 2026-08-27 blog: Ai headcount optimization https://gloat.com/blog/ai-headcount-optimization
- Recent: 2026-08-27 blog: Ai enabled skills management https://gloat.com/blog/ai-enabled-skills-management

## 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.