# ServiceNow Now Assist: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 2 categories by 13 of 14 models. Page: https://www.gane.ai/index/it/vendors/servicenow-now-assist

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI IT support agents](https://www.gane.ai/index/it/operations/ai-it-support-agents/index.md) | 0% | 31 | 40% | 30 |
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 46 | 0% | 2 |

## What the models said for it

- "Now the clear enterprise leader. AI models recommend it as first choice for enterprise B2B ~48% of the time" (Muse Glimmer 30B, AI IT agents)
- "ServiceNow: deepest ITSM-native automation and incident lifecycle handling." (GPT-5.4 mini, AI IT agents)
- "Choose ServiceNow for complex, governed enterprise ITSM." (Perplexity Sonar, AI IT agents)
- "If you already use ServiceNow, Freshservice, or Jira: Start by evaluating their built-in AI modules (Now Assist, Freddy AI, or Rovo)" (Gemini 3.5 Flash, AI IT agents)

## And against it

- "Why avoid/caution: This agent is frequently criticized and has a high negative share among AI models." (Mistral Small, AI IT agents)
- "Avoid enterprise tools like ServiceNow, Moveworks, or Aisera" (Kimi K2, AI IT agents)
- "without the 6-month implementation times and $200k+ annual price tags of enterprise giants like ServiceNow Now Assist" (Gemini 3.5 Flash, AI IT agents)
- "often requires bigger budgets and longer onboarding—better for upper mid-market or enterprises" (Grok 4.20, AI IT agents)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 2 | 4 |
| Perplexity Sonar | 1 | 0 | 0 | 2 | 3 |
| Grok 4.20 | 0 | 1 | 1 | 3 | 5 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named ServiceNow Now Assist, from 99 of the 104 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 45
- resources.rework.com: 35
- moveworks.com: 34
- eesel.ai: 31
- workativ.com: 29
- g2.com: 20
- servicenow.com: 20 (its own site)
- jitbit.com: 19
- usefini.com: 19
- console.com: 18

### Pages cited

- https://resources.rework.com/tools/ai-agents/best-ai-agents-for-it-support-2026: 31
- https://workativ.com/it/blog/12-best-it-helpdesk-ai-agents-in-2026-compared: 25
- https://www.gane.ai/index/it/operations/ai-it-support-agents/enterprise: 21
- https://jitbit.com/news/best-ai-helpdesk-solutions-2026: 19
- https://moveworks.com/us/en/resources/blog/agent-based-ai-for-enterprise-support-comparison: 16
- https://www.gane.ai/index/it/operations/ai-it-support-agents/smb: 15
- https://sim.ai/library/best-ai-agents-for-it-helpdesk-teams: 14
- https://console.com/blog/ten-best-ai-agents-for-it-in-2026: 12

## 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.