# SiteSpect: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sitespect

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Experimentation and personalization](https://www.gane.ai/index/gtm/marketing/experimentation-and-personalization/index.md) | 0% | 58 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named SiteSpect, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- convert.com: 2
- g2.com: 2
- remarkable.global: 2
- amplitude.com: 1
- awayco.com: 1
- biztechmagazine.com: 1
- blog.uxtweak.com: 1
- contentful.com: 1
- conversionista.com: 1
- decadirect.org: 1

### Pages cited

- https://amplitude.com/explore/experiment/experimentation-platform-guide: 1
- https://awayco.com/blogs/why-most-personalisation-strategies-fail-and-how-to-fix-it: 1
- https://biztechmagazine.com/article/2025/11/3-common-challenges-personalizing-customer-relationships-smbs: 1
- https://blog.uxtweak.com/best-optimizely-alternatives: 1
- https://contentful.com/blog/personalization-gone-wrong-why-companies-are-still-getting-personalization-wrong: 1
- https://conversionista.com/blogs/the-best-ab-testing-tools-for-2025-how-to-choose-the-right-one: 1
- https://convert.com/blog/a-b-testing/ab-testing-software-optimize-conversion-rate: 1
- https://convert.com/blog/a-b-testing/google-optimize-alternatives: 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.