# Motadata ServiceOps: 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/it/vendors/motadata-serviceops

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Patch management](https://www.gane.ai/index/it/operations/patch-management/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "Best if service desk and asset management are priorities | Motadata ServiceOps" (Perplexity Sonar, Patching)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 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 Motadata ServiceOps, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- motadata.com: 4 (its own site)
- allquiet.app: 2
- capterra.com: 2
- expertinsights.com: 2
- acronis.com: 1
- action1.com: 1
- alertops.com: 1
- cyberpress.org: 1
- dev.to: 1
- esecurityplanet.com: 1

### Pages cited

- https://motadata.com/blog/incident-management-tools: 3
- https://allquiet.app/blog/top-incident-management-solutions: 2
- https://capterra.com/incident-management-software/s/small-businesses: 2
- https://acronis.com/en/blog/posts/best-patch-management-software-and-tools-2026: 1
- https://action1.com/blog/10-best-patch-management-software: 1
- https://alertops.com/blogs/enterprise-incident-management-software: 1
- https://cyberpress.org/patch-management-by-business-size-2: 1
- https://dev.to/statuspal/best-incident-management-software-tools-for-b2b-saas-and-startups-in-2024-239h: 1

## In its own words

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

- Positioning: Modern ITIL-aligned service management that brings calm to chaos. (https://motadata.com/)
- For: leaders seeking visibility, engineers craving calm, and teams striving for excellence (https://motadata.com/)
- Free plan or trial: Start Free Trial (https://motadata.com/)
- Integrations claimed: 200 (https://motadata.com/)
- Customers named: Bharti Airtel

## What it publishes

Every page motadata.com exposes, read 2026-09-29: 1250 addresses. By kind, pages and the last 90 days:

- blog: 483 pages, 0 in the last 90 days, latest 2026-01-12
- case study: 2 pages, 0 in the last 90 days, latest 2025-01-01
- webinar or virtual event: 9 pages, 6 in the last 90 days, latest 2026-09-23
- conference or event: 31 pages, 8 in the last 90 days, latest 2026-10-11
- report or ebook: 3 pages, 0 in the last 90 days, latest 2026-04-05
- comparison: 74 pages, 0 in the last 90 days, latest 2026-01-19
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 35 pages, 0 in the last 90 days, latest 2026-01-13
- news or press: 22 pages, 3 in the last 90 days, latest 2026-09-03
- Recent: 2026-10-11 conference or event: Amplify motadata partner connect hyderabad https://www.motadata.com/events/amplify-motadata-partner-connect-hyderabad
- Recent: 2026-09-29 conference or event: Meet motadata at tech week singapore 2026 https://www.motadata.com/events/meet-motadata-at-tech-week-singapore-2026
- Recent: 2026-09-25 conference or event: Meet motadata at cio accelerator x awards 2026 in delhi https://www.motadata.com/events/meet-motadata-at-cio-accelerator-x-awards-2026-in-delhi
- Recent: 2026-09-23 webinar or virtual event: Log management strategies https://www.motadata.com/webinars/log-management-strategies
- Recent: 2026-09-22 webinar or virtual event: Simplifying it operations bringing service management and observability together https://www.motadata.com/webinars/simplifying-it-operations-bringing-service-management-and-observability-together
- Recent: 2026-09-18 conference or event: Meet motadata at cio accelerator x awards 2026 in coimbatore https://www.motadata.com/events/meet-motadata-at-cio-accelerator-x-awards-2026-in-coimbatore

## Record

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