| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Experimentation and personalization | Marketing | 0% | 66 of 69 | 75% | 4 | under 10 labels · led by VWO at 34% |
| Model | First choice | Alternative | Mention | Negative | 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 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“You want AI/ML-driven automated optimization with minimal manual segmentation” Kimi K2 · Experimentation · direct prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Intellimize was acquired by Webflow and rebranded as Webflow Optimize. It is now highly locked into the Webflow Enterprise ecosystem” Gemini 3.5 Flash · Experimentation · direct prompt · soft negative
“Strong AI-driven personalization and ABM capabilities, but quote-based and skews toward mid-market/enterprise budgets.” GLM 4.7 FlashX · Experimentation · direct prompt · soft negative
“Caution on Support & Flexibility ... users have reported a noticeable dip in customer support quality” Gemini 3.5 Flash · Experimentation · negative prompt · soft negative
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Intellimize's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Intellimize, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at intellimize.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.