Convert vs Kameleoon
Zero of twelve models named Convert first on the direct prompt; one named Kameleoon. Convert was named by ten of the twelve models and Kameleoon by twelve and Convert carries 17 labels and Kameleoon 27, so the shares are not directly comparable.
Named in one category this edition.
By Q56318461, Paris, France, founded 2012. Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the experimentation and personalization page.
By framing
ConvertFirst choices, of twelve modelsKameleoon
Across every category in the September 2026 Edition, Convert and Kameleoon were named in the same answer nineteen times, of the 53 answers naming Convert and the 68 naming Kameleoon. In those answers Kameleoon took the first choice three times and Convert three.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | ||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | |
Convert Kameleoon first choice named as an alternative argued againstblank: not namedEach cell is one answer, Convert on the left and Kameleoon on the right.The direct prompt
Kameleoon first, Convert not the choice
1 of 12 modelsConvert was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 12 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Convert8%#4 of 15Kameleoon0%#12 of 15Kameleoon6%#5 of 11Convert2%#8 of 11What the models said about Convert
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I would recommend Convert.com if you want a strong balance of reliability, privacy, and straightforward pricing” Perplexity Sonar · paraphrase prompt · first choice
“I would recommend Convert.com as the best A/B testing and personalization tool for a mid-sized B2B company” Llama 4 Maverick · paraphrase prompt · first choice
“Privacy-first (excellent GDPR), affordable (~$299+/month), up to 50 goals/test.” Grok 4.1 Fast · negative prompt · first choice
What the models said about Kameleoon
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Too few independent buyer reviews to verify claims; developer-heavy approach may alienate marketers” Kimi K2 · negative prompt · soft negative
“For most mid-sized B2B companies, I'd recommend Kameleoon because it offers the best combination of A/B testing and personalization capabilities” Claude Haiku 4.5 · paraphrase prompt · first choice
“VWO (Visual Website Optimizer) and Kameleoon are consistently rated as top choices for this segment in 2026” Qwen 3.7 Flash · direct prompt · first choice
“Kameleoon (France) - GDPR compliant, no personal data collection” Mistral Small · negative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.