# Klarna's AI Customer Service Bot: 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/klarna-s-ai-customer-service-bot

## 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% | 148 | 100% | 1 |

## And against it

- "Customer satisfaction dropped 22% after the switch... Be cautious of any AI support tool that promises to fully replace human agents with no oversight" (DeepSeek V4 Flash, AI IT agents)

## 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 | 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 | 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 Klarna's AI Customer Service Bot, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alhena.ai: 1
- biz.heraldcorp.com: 1
- botpress.com: 1
- capterra.com: 1
- cosupport.ai: 1
- customerexperiencedive.com: 1
- dev.to: 1
- edesk.com: 1
- eesel.ai: 1
- failureindex.ai: 1

### Pages cited

- https://alhena.ai/blog/ai-customer-support-benchmarks: 1
- https://biz.heraldcorp.com/article/10921840: 1
- https://botpress.com/blog/ai-helpdesk-for-saas: 1
- https://capterra.com/p/10006228/Orimon/reviews: 1
- https://cosupport.ai/articles/ai-support-automation-early-signals-break: 1
- https://customerexperiencedive.com/news/klarna-reinvests-human-talent-customer-service-AI-chatbot/747586: 1
- https://dev.to/afzaal_a/how-software-firms-go-ai-first-with-an-ai-support-agent-12o1: 1
- https://dev.to/luckypipewrench/best-ai-agent-security-tools-2026-15-options-compared-ekg: 1

## 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.