Experimentation and personalization · RankedCroct
Croct is a personalization and experimentation platform for headless and composable web stacks · croct.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
VWO is first at 28%.
VWO is first at 31%. 1 of 14 models made it the first choice when asked directly.
No model named it for this buyer.
Why models recommend it
“Croct is the strongest overall choice if you need genuine website experimentation and personalization”Perplexity Sonar · Budget-constrained question · first choice
“the top recommendation is Croct”Grok 4.20 · Direct question · first choice
“Free: Croct or VWO Starter to begin”GLM 4.7 FlashX · Budget-constrained question · alternative
“Best for modern/headless websites | Croct”Perplexity Sonar · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Croct, over the 22 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 17 | 4 | View → | |
| 14 | 0 | View → | |
| 10 | 6 | View → | |
| 10 | 0 | View → | |
| 9 | 2 | View → | |
| 8 | 0 | View → | |
| 7 | 3 | View → | |
| 7 | 3 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Croct's own site, not checked by Gane.
- For
- Developers and growth teams
- Price stated
- Freemium
- Starting price
- 100
- Free plan or trial
- Use all core features for free, no credit card required
- Integrations
- 12
- Customers named
- Cobli, Sem Parar, Zapay, Creditas, Care, Aegro, VR, CVC
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 22 of the 22 answers that named Croct and are not a share of its labels.
Domains cited
Fifty-nine of the eighty-one domain citations in answers naming Croct came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Template or tool | 232 | undated | Direct mail, Enrichment | ||
| Conference or event | 86 | undated | |||
| Comparison | 43 | 9 | 2026-09-14 | CDP | |
| Report or ebook | 20 | undated | ABM | ||
| Case study | 18 | 1 | 2026-07-02 | ||
| Blog | 4 | 2 | 2026-09-22 |
Most recent
- 2026-09-22Personalization blog
- 2026-09-14Vtex integration events vs content rendering comparison
- 2026-09-11Cql anonymous vs returning visitor comparison
- 2026-08-18Cql cart empty vs checkout stage comparison
- 2026-08-11Vtex store framework vs faststore events comparison
- 2026-07-30Nextjs server vs client evaluation hydration comparison
How it is countedHide how it is counted
Every page croct.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.