# Samsara: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/samsara

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Telecom expense management](https://www.gane.ai/index/finance/spend/telecom-expense-management/index.md) | 0% | 65 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Samsara, from 2 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- axiobench.com: 1
- capterra.com: 1
- erpresearch.com: 1
- ezo.io: 1
- facilio.com: 1
- financesonline.com: 1
- g2.com: 1
- getapp.com: 1
- github.com: 1
- gocodes.com: 1

### Pages cited

- https://axiobench.com/best/fixed-asset-register-software: 1
- https://capterra.com/fixed-asset-management-software: 1
- https://capterra.com/p/17825/Fixed-Asset-Management: 1
- https://erpresearch.com/erp/infor-cloudsuite/asset-management: 1
- https://ezo.io/ezofficeinventory/blog/best-eam-software-manufacturing: 1
- https://facilio.com/blog/best-eam-software: 1
- https://facilio.com/blog/emaint-cmms-review: 1
- https://facilio.com/features: 1

## In its own words

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

- Positioning: The Connected Operations Platform (https://samsara.com/)
- For: operations (https://samsara.com/)
- Integrations claimed: 350 (https://samsara.com/)
- Customers named: DHL, City of El Paso, Swissport, Sterling Crane Canada, Summit Materials, DHL Supply Chain, MLGW, Hoskins Equipment

## What it publishes

Every page samsara.com exposes, read 2026-10-05: 6676 addresses. By kind, pages and the last 90 days:

- blog: 2510 pages, 0 in the last 90 days, latest undated
- case study: 617 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 374 pages, 0 in the last 90 days, latest undated
- conference or event: 29 pages, 0 in the last 90 days, latest undated
- report or ebook: 590 pages, 0 in the last 90 days, latest undated
- comparison: 23 pages, 0 in the last 90 days, latest undated
- template or tool: 10 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 178 pages, 0 in the last 90 days, latest undated
- podcast or video: 3 pages, 0 in the last 90 days, latest undated
- news or press: 12 pages, 4 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 news or press: Laval rocket https://www.samsara.com/company/news/press-releases/laval-rocket
- Recent: 2026-09-24 news or press: Asplundh selects samsara https://www.samsara.com/company/news/press-releases/asplundh-selects-samsara
- Recent: 2026-09-10 news or press: Driver perks https://www.samsara.com/company/news/press-releases/driver-perks
- Recent: 2026-09-08 news or press: Samsara compounding risk report https://www.samsara.com/company/news/press-releases/samsara-compounding-risk-report

## Record

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