# Sweet Analytics: 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/gtm/vendors/sweet-analytics

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Customer data platforms](https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/index.md) | 0% | 70 | 100% | 1 |

## And against it

- "get dinged for bugs, data inaccuracies, and poor support—but these aren't core CDPs" (Grok 4.20, CDP)

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

### Domains cited

- accc.gov.au: 1
- alium.io: 1
- ftc.gov: 1
- g2.com: 1
- linkedin.com: 1
- omr.com: 1
- softwareadvice.com: 1
- tealium.com: 1

### Pages cited

- https://accc.gov.au/system/files/online-review-and-testimonials.pdf: 1
- https://alium.io/research/switching-off-the-cdp: 1
- https://alium.io/research/top-complaints-cdp: 1
- https://ftc.gov/system/files/documents/plain-language/1006a_featuring-online-customer-reviews-508_0.pdf: 1
- https://g2.com/categories/customer-data-platform-cdp: 1
- https://linkedin.com/pulse/who-really-leads-cdps-market-tony-byrne-gt5ve: 1
- https://omr.com/en/reviews/category/customer-data-platforms-cdp/2: 1
- https://softwareadvice.com/customer-data-platform: 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.