# ABsmartly: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/absmartly

## 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% | 30 | 20% | 5 |

## What the models said for it

- "Ideal for B2B SaaS and product-led companies with complex experimentation needs" (GLM 4.7 FlashX, Experimentation)
- "ABsmartly/ABlyft (enterprise with privacy emphasis)" (Grok 4.20, Experimentation)

## And against it

- "Good for B2B SaaS experimentation but more enterprise-leaning" (Grok 4.20, Experimentation)

## 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 | 1 | 1 | 1 | 3 |
| 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 | 1 | 0 | 0 | 1 |
| 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 ABsmartly, from 10 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- convert.com: 9
- speero.com: 8
- personyze.com: 7
- cxl.com: 5
- g2.com: 3
- growthbook.io: 3
- linkedin.com: 3
- blog.hubspot.com: 2
- engineering.atspotify.com: 2
- flagsmith.com: 2

### Pages cited

- https://speero.com/ab-testing-tools: 8
- https://convert.com/blog/a-b-testing/top-ab-testing-tools: 5
- https://cxl.com/blog/ab-testing-tools: 5
- https://personyze.com/best-ab-testing-tools: 5
- https://convert.com/blog/a-b-testing/ab-testing-tools-for-growth-teams: 3
- https://linkedin.com/pulse/10-best-ab-testing-tools-rajesh-kumar-vpmkc: 3
- https://personyze.com/best-website-personalization-tools: 3
- https://engineering.atspotify.com/2026/1/why-we-use-separate-tech-stacks-for-personalization-and-experimentation: 2

## 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.