# PeoplePilot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/hr/vendors/peoplepilot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [People analytics](https://www.gane.ai/index/hr/planning/people-analytics/index.md) | 2% | 12 | 0% | 4 |

## What the models said for it

- "Mid-market teams that want predictive insight without a project pick PeoplePilot" (Claude Haiku 4.5, People analytics)
- "best for mid-market HR teams (200–10,000 employees) that want predictive insight without an enterprise data project" (Claude Haiku 4.5, People analytics)
- "Best for unified mid-market predictive analytics" (Muse Glimmer 30B, People analytics)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named PeoplePilot, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- peoplepilot.io: 3 (its own site)
- workhuman.com: 3
- hackernoon.com: 2
- thrivesparrow.com: 2
- viewpointanalysis.com: 2
- anywherer.com: 1
- assets.ctfassets.net: 1
- bestdevops.com: 1
- dupple.com: 1
- eletive.com: 1

### Pages cited

- https://peoplepilot.io/blog/best-hr-analytics-software-2026: 3
- https://workhuman.com/blog/people-analytics-software: 3
- https://hackernoon.com/the-best-9-hr-management-platforms-in-2026: 2
- https://thrivesparrow.com/blog/best-people-analytics-software: 2
- https://viewpointanalysis.com/post/workforce-analytics-software-options: 2
- https://anywherer.com/best-people-analytics-software: 1
- https://assets.ctfassets.net/lbgy40h4xfb7/6lHtRmcqxQ00MGxnQXvZ4Y/f55f8e00fa4b05c743df4864b3c9fab0/everest-group-people-analytics-peak-matrix.pdf: 1
- https://bestdevops.com/top-10-workplace-people-analytics-tools-features-pros-cons-comparison: 1

## In its own words

What PeoplePilot's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI people analytics, surveys, learning & ATS platform (https://peoplepilot.io/)
- For: HR leaders, people teams, and organizations (https://peoplepilot.io/)
- Price stated: See pricing (https://peoplepilot.io/)
- Starting price: 0 (https://www.peoplepilot.io/pricing)
- Free plan or trial: 14 days free. No credit card. (https://peoplepilot.io/)
- Certifications: GDPR
- Hosting: EU data residency
- Customers named: Lumen & Co., Kindred Labs, Orbital HR, Hearth, Riverbend, Sprig, Monolith

## What it publishes

Every page peoplepilot.io exposes, read 2026-09-29: 290 addresses. By kind, pages and the last 90 days:

- blog: 106 pages, 7 in the last 90 days, latest 2026-08-09
- comparison: 18 pages, 0 in the last 90 days, latest 2026-05-05
- template or tool: 6 pages, 0 in the last 90 days, latest 2026-05-05
- glossary or explainer: 36 pages, 0 in the last 90 days, latest 2026-05-05
- Recent: 2026-08-09 blog: Competency framework guide 2026 https://www.peoplepilot.io/blog/competency-framework-guide-2026
- Recent: 2026-08-08 blog: Attrition analysis guide 2026 https://www.peoplepilot.io/blog/attrition-analysis-guide-2026
- Recent: 2026-08-08 blog: Employee listening strategy 2026 https://www.peoplepilot.io/blog/employee-listening-strategy-2026
- Recent: 2026-08-07 blog: How to build a people analytics team 2026 https://www.peoplepilot.io/blog/how-to-build-a-people-analytics-team-2026
- Recent: 2026-08-06 blog: Hr data privacy gdpr 2026 https://www.peoplepilot.io/blog/hr-data-privacy-gdpr-2026
- Recent: 2026-08-05 blog: People analytics dashboard 2026 https://www.peoplepilot.io/blog/people-analytics-dashboard-2026

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.