# ServiceNow: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/servicenow

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer support and helpdesk](https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/index.md) | 0% | 68 | 75% | 8 |
| [Website governance and accessibility](https://www.gane.ai/index/gtm/marketing/website-governance-and-accessibility/index.md) | 0% | 70 | 0% | 1 |

## What the models said for it

- "Choose ServiceNow if: You're a large enterprise with complex ITSM requirements" (MiniMax M2.5, Helpdesk)
- "Enterprise service operations and governance focus" (GLM 4.7 FlashX, Helpdesk)

## And against it

- "enterprise-heavy ones like ServiceNow or Oracle NetSuite could be overkill and too costly" (Grok 4.20, Helpdesk)
- "More complex/expensive—best if you need heavy customization or ITSM" (Grok 4.20, Helpdesk)
- "ServiceNow is repeatedly flagged as overkill for smaller teams" (Muse Glimmer 30B, Helpdesk)
- "Complex and expensive, overkill for pure customer support." (Muse Glimmer 30B, Helpdesk)

## 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 2 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named ServiceNow, from 46 of the 51 answers that named it (only the models that return a source list).

### Domains cited

- helpdesk.com: 30
- capterra.com: 19
- learn.g2.com: 15
- zendesk.com: 15
- desk365.io: 13
- resources.rework.com: 13
- g2.com: 12
- blog.hubspot.com: 10
- freshworks.com: 10
- intercom.com: 10

### Pages cited

- https://helpdesk.com/learn/top-help-desk-softwares: 14
- https://learn.g2.com/help-desk-solutions-for-enterprises: 14
- https://resources.rework.com/tools/support/best-help-desk-software-2026: 13
- https://helpdesk.com/blog/best-customer-service-software: 11
- https://desk365.io/blog/best-customer-service-software: 9
- https://capterra.com/help-desk-software: 8
- https://helpdesk.com/: 8
- https://blog.hubspot.com/service/customer-service-software: 7

## The company

ServiceNow; https://www.servicenow.com; Santa Clara, United States; founded 2004; about 10,371 employees (2019); public, NOW on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: ServiceNow is a leading digital workflow company that makes the world of work, work better for people. (https://servicenow.com/)
- For: people and the enterprise (https://servicenow.com/)
- Price stated: Contact for pricing (https://servicenow.com/)
- Hosting: Global
- Customers named: FedEx

## What it publishes

Every page servicenow.com exposes, read 2026-09-29: 1575 addresses. By kind, pages and the last 90 days:

- webinar or virtual event: 8 pages, 0 in the last 90 days, latest 2025-03-26
- conference or event: 25 pages, 4 in the last 90 days, latest 2026-09-02
- Recent: 2026-09-02 conference or event: Security  risk digital summit  day 2 managing cyber risk in the ai enterprise indiaasia session https://hub.servicenow.com/wcc/eh/1237365/lp/5416689/security__risk_digital_summit__day_2_managing_cyber_risk_in_the_ai_enterprise_indiaasia_session
- Recent: 2026-09-02 conference or event: Security  risk digital summit  day 2 managing cyber risk in the ai enterprise anz session https://hub.servicenow.com/wcc/eh/1237365/lp/5416688/security__risk_digital_summit__day_2_managing_cyber_risk_in_the_ai_enterprise_anz_session
- Recent: 2026-09-01 conference or event: Security  risk digital summit  day 1 from exposure to action anz session https://hub.servicenow.com/wcc/eh/1237365/lp/5416686/security__risk_digital_summit__day_1_from_exposure_to_action_anz_session
- Recent: 2026-09-01 conference or event: Security  risk digital summit  day 1 from exposure to action indiaasia session https://hub.servicenow.com/wcc/eh/1237365/lp/5416687/security__risk_digital_summit__day_1_from_exposure_to_action_indiaasia_session
- Recent: 2025-10-30 conference or event: Put ai to work for retail  hospitality virtual summit https://hub.servicenow.com/wcc/eh/1237365/lp/5133076/put_ai_to_work_for_retail__hospitality_virtual_summit
- Recent: 2025-07-03 conference or event: Put ai to work for manufacturing virtual summit https://hub.servicenow.com/wcc/eh/1237365/lp/5014041/put_ai_to_work_for_manufacturing_virtual_summit

## Record

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