# Croct: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/croct

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Experimentation and personalization](https://www.gane.ai/index/gtm/marketing/experimentation-and-personalization/index.md) | 3% | 10 | 0% | 6 |

## What the models said for it

- "Croct is the strongest overall choice if you need genuine website experimentation and personalization" (Perplexity Sonar, Experimentation)
- "the top recommendation is Croct" (Grok 4.20, Experimentation)
- "Free: Croct or VWO Starter to begin" (GLM 4.7 FlashX, Experimentation)
- "Best for modern/headless websites | Croct" (Perplexity Sonar, 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 | 1 | 1 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Croct, from 22 of the 22 answers that named it (only the models that return a source list).

### Domains cited

- blog.croct.com: 22 (its own site)
- smarte.pro: 12
- convert.com: 9
- rightmessage.com: 9
- optibase.io: 7
- darwinapps.com: 5
- personyze.com: 5
- customfit.ai: 4
- flagsmith.com: 4
- mida.so: 4

### Pages cited

- https://blog.croct.com/post/best-personalization-platforms-small-teams-startups: 16
- https://blog.croct.com/post/best-website-personalization-platforms: 16
- https://smarte.pro/blog/website-personalization-software: 12
- https://rightmessage.com/resources/website-personalization-tools: 9
- https://blog.croct.com/post/best-personalization-platforms-mid-market: 5
- https://darwinapps.com/blog/best-website-personalization-tools-b2b-saas: 5
- https://optibase.io/best-ab-testing-platforms: 5
- https://convert.com/blog/personalization/personalization-tools-lean-teams: 4

## In its own words

What Croct's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Headless CMS for optimization (https://croct.com/)
- For: Developers and growth teams (https://croct.com/)
- Price stated: Freemium (https://croct.com/)
- Starting price: 100 (https://croct.com/)
- Free plan or trial: Use all core features for free, no credit card required (https://croct.com/)
- Integrations claimed: 12 (https://croct.com/)
- Customers named: Cobli, Sem Parar, Zapay, Creditas, Care, Aegro, VR, CVC

## What it publishes

Every page croct.com exposes, read 2026-09-29: 1904 addresses. By kind, pages and the last 90 days:

- blog: 4 pages, 2 in the last 90 days, latest 2026-09-22
- case study: 18 pages, 1 in the last 90 days, latest 2026-07-02
- conference or event: 86 pages, 0 in the last 90 days, latest undated
- report or ebook: 20 pages, 0 in the last 90 days, latest undated
- comparison: 43 pages, 9 in the last 90 days, latest 2026-09-14
- template or tool: 232 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: Personalization https://blog.croct.com/personalization
- Recent: 2026-09-14 comparison: Vtex integration events vs content rendering https://croct.com/answers/vtex-integration-events-vs-content-rendering
- Recent: 2026-09-11 comparison: Cql anonymous vs returning visitor https://croct.com/answers/cql-anonymous-vs-returning-visitor
- Recent: 2026-08-18 comparison: Cql cart empty vs checkout stage https://croct.com/answers/cql-cart-empty-vs-checkout-stage
- Recent: 2026-08-11 comparison: Vtex store framework vs faststore events https://croct.com/answers/vtex-store-framework-vs-faststore-events
- Recent: 2026-07-30 comparison: Nextjs server vs client evaluation hydration https://croct.com/answers/nextjs-server-vs-client-evaluation-hydration

## 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.