# Swagbucks: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/swagbucks

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer feedback and surveys](https://www.gane.ai/index/gtm/customer/customer-feedback-and-surveys/index.md) | 0% | 111 | 50% | 2 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 139 | 100% | 1 |

## And against it

- "frequently criticized for the quality of its surveys and the value of its rewards" (GLM 4.7 FlashX, Feedback)
- "Tapjoy, Mistplay, Swagbucks (when integrated with MMP fraud rules)." (Gemini 3.5 Flash, Mobile apps)

## 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 | 1 | 1 | 2 |
| 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 | 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 | 1 | 1 |
| 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 Swagbucks, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- reddit.com: 2
- airfocus.com: 1
- arxiv.org: 1
- bbb.org: 1
- bejoyous.ai: 1
- blocksurvey.io: 1
- canny.io: 1
- dollarsprout.com: 1
- enalyzer.com: 1

### Pages cited

- https://airfocus.com/blog/best-customer-feedback-management-software: 1
- https://arxiv.org/html/2607.00403v1: 1
- https://arxiv.org/pdf/2607.00403v1: 1
- https://bbb.org/us/ca/glendale/profile/market-survey/survey-junkie-1216-702574/complaints: 1
- https://bbb.org/us/ca/glendale/profile/market-survey/survey-junkie-1216-702574/customer-reviews: 1
- https://bejoyous.ai/ceo-blog/the-five-biggest-complaints-from-qualtrics-customers: 1
- https://blocksurvey.io/compare/most-secure-survey-tools: 1
- https://canny.io/blog/customer-feedback-types: 1

## 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.