# Fuel50: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 74 judge labels across 6 categories by 14 of 14 models. Page: https://hr-ai-index.com/vendors/fuel50/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal talent marketplace | 47% | 1 | 12% | 41 |
| Talent intelligence | 6% | 5 | 9% | 11 |
| Skills intelligence | 4% | 8 | 0% | 14 |
| Workforce planning | 0% | 23 | 0% | 4 |
| Learning experience platforms | 0% | 84 | 100% | 2 |
| Succession planning | 0% | 38 | 0% | 2 |

## What the models said for it

- "For mid-market companies specifically, Fuel50 and Eightfold tend to be the most commonly recommended options" (Claude Haiku 4.5, Internal talent marketpl)
- "Fuel50 is the best default recommendation for a mid-market B2B company looking for an internal talent marketplace" (Perplexity Sonar, Internal talent marketpl)
- "Fuel50 and Engagedly are frequently highlighted as top choices for mid-market B2B companies" (Mistral Small, Internal talent marketpl)
- "Recommendation 1: Fuel50 Best Overall for True Talent Mobility & Personalized Career Paths" (Gemini 3.5 Flash, Internal talent marketpl)

## And against it

- "Avoid enterprise-heavy ones like Gloat, Cornerstone, or Fuel50—they're quote-based/custom" (Grok 4.1 Fast, Internal talent marketpl)
- "Steer clear of enterprise platforms (Gloat, Workday, Fuel50)" (DeepSeek V4 Flash, Internal talent marketpl)
- "What to Avoid: ... Fuel50" (Kimi K2, Internal talent marketpl)
- "vendors such as Fuel50 sell by employee count and selected modules, but require a quote—so confirm the total cost before investing time in a sales process" (GPT-6 Luna, 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: 26% to 47%, +19. Cleared the floor by 6 points · rank 1 of 102, unchanged.
- Talent intelligence: 4% to 6%, +3. Inside the floor by 10 points · rank 9 → 5 of 90.
- Skills intelligence: 2% to 4%, +2. Inside the floor by 11 points · rank 9 → 8 of 127.
- Workforce planning: 0% to 0%, ±0. New · not ranked in September 2026 · rank 23 of 98.
- Learning experience platforms: 0% to 0%, ±0. Inside the floor by 13 points · rank 53 → 84 of 89.
- Succession planning: 0% to 0%, ±0. Inside the floor by 13 points · rank 41 → 38 of 93.

## In its own words

What Fuel50's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Award-winning Workforce Transformation Platform powering how enterprises understand, activate, and evolve their talent. (https://fuel50.com/)
- For: HR leaders; enterprises transforming with people, not around them. (https://fuel50.com/)
- Price stated: Pricing (https://fuel50.com/)
- Certifications: five consecutive SOC2 audits, years of New York Anti-Bias compliance, SOC 2 Type II, GDPR, NYC Local Law 144 independent anti-bias audit
- Customers named: Lennox, University of California, Irvine, Rush Enterprises, KeyBank, NetApp, Relayr, Z Energy, AIB Group

## What it publishes

Every page fuel50.com exposes, read 2026-09-29: 482 addresses. By kind, pages and the last 90 days:

- blog: 241 pages, 13 in the last 90 days, latest 2026-09-24
- webinar or virtual event: 73 pages, 6 in the last 90 days, latest 2026-09-24
- report or ebook: 1 pages, 0 in the last 90 days, latest 2025-11-17
- comparison: 9 pages, 1 in the last 90 days, latest 2026-08-10
- glossary or explainer: 13 pages, 0 in the last 90 days, latest 2026-05-06
- news or press: 63 pages, 5 in the last 90 days, latest 2026-09-24
- Recent: 2026-09-24 blog: How to redesign work without reducing people to automation scores https://fuel50.com/blog/how-to-redesign-work-without-reducing-people-to-automation-scores
- Recent: 2026-09-24 webinar or virtual event: Leader coach accelerating leadership impact https://fuel50.com/resources/virtual-events/leader-coach-accelerating-leadership-impact
- Recent: 2026-09-24 news or press: Fuel50 launches task intelligence to drive responsible work redesign in the age of ai https://fuel50.com/press/fuel50-launches-task-intelligence-to-drive-responsible-work-redesign-in-the-age-of-ai
- Recent: 2026-09-23 webinar or virtual event: Succession at all altitudes https://fuel50.com/resources/virtual-events/succession-at-all-altitudes
- Recent: 2026-09-23 webinar or virtual event: Workforce agility built to move https://fuel50.com/resources/virtual-events/workforce-agility-built-to-move
- Recent: 2026-09-22 webinar or virtual event: Tasks intelligence https://fuel50.com/resources/virtual-events/tasks-intelligence

## 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.