GTM AI Index
Index Marketing Experimentation › Optimizely CMS vs Kameleoon
Experimentation and personalization · September 2026 Edition

Optimizely CMS vs Kameleoon

One of twelve models named Optimizely CMS first on the direct prompt; one named Kameleoon. Both were named by all twelve models and Optimizely CMS carries 47 labels and Kameleoon 27, so the shares are not directly comparable.

Optimizely CMS

criticized challenger

By Optimizely, San Francisco, United States, founded 2010. Named in eight categories this edition.

Kameleoon

accepted challenger

By Q56318461, Paris, France, founded 2012. Named in one category this edition.

First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate51%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 14; printed, not drawn.
Labels4727A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Optimizely CMS reading right to left. Rank and label count are printed, not drawn.VWO was named alongside these two in eleven of the twelve direct answers. VWO vs Optimizely CMS · VWO vs Kameleoon · Mida vs Optimizely CMS

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

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Optimizely CMSFirst choices, of twelve modelsKameleoon
Direct117 against Optimizely CMS
Paraphrase114 against Optimizely CMS
Comparative60
Budget-constrained004 against Optimizely CMS
Scale-constrained201 against Optimizely CMS
Negative018 against Optimizely CMS · 1 against Kameleoon
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Optimizely CMS and Kameleoon were named in the same answer sixty-four times, of the 195 answers naming Optimizely CMS and the 68 naming Kameleoon. In those answers Kameleoon took the first choice four times and Optimizely CMS twenty-four.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Optimizely CMS and Kameleoon stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Optimizely CMS Kameleoon first choice named as an alternative argued againstblank: not namedEach cell is one answer, Optimizely CMS on the left and Kameleoon on the right.

The direct prompt

The plain question, one answer per model, grouped by where Optimizely CMS and Kameleoon stood in it.

Optimizely CMS first, Kameleoon an alternative

1 of 12 modelsKameleoon was named in the answer but not as the choice, or not at all.
GPT-5.4 miniOptimizely CMS alternatives: Kameleoon, VWO

Kameleoon first, Optimizely CMS not the choice

1 of 12 modelsOptimizely CMS was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashKameleoon, VWO alternatives: Mutiny, Personizely

Neither was the first choice, one was named

3 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastVWO alternatives: Convert Experiences, Kameleoon, Personyze
DeepSeek V4 FlashVWO alternatives: Convert Experiences, Kameleoon, Mutiny
GLM 4.7 FlashXConvert Experiences alternatives: Kameleoon, VWO

Neither was named

7 of 12 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Mutiny alternatives: AB Tasty, Abmatic AI, Mida, VWO
Gemini 3.5 FlashVWO alternatives: Abmatic AI, Markettailor, Userled, Webflow Optimize
Perplexity SonarVWO alternatives: Convert, Mutiny
Mistral SmallPersonyze alternatives: Abmatic AI, VWO
Llama 4 MaverickPersonizely, Personyze, VWO
Kimi K2VWO alternatives: Intellimize, Mutiny
MiniMax M2.5Personizely, Personyze alternatives: Convert

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Optimizely CMS leads by two points.
Optimizely CMS2%#9 of 15
Kameleoon0%#12 of 15
The full small business standing →
Mid-marketThe figures above
Optimizely CMS leads by four points.
Optimizely CMS8%#5 of 14
Kameleoon4%#6 of 14
The full mid-market standing →
Enterprise
Optimizely CMS leads by thirty-nine points.
Optimizely CMS45%#1 of 11
Kameleoon6%#5 of 11
The full enterprise standing →

What the models said about Optimizely CMS

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Major Structural / Commercial Red Flags ... Optimizely ... Extreme pricing opacity ... Security incidents” Kimi K2 · negative prompt · hard negative
“High Cost, Declining Support, Rigid Platform... Be very cautious | Optimizely (for SMB/mid-market)” DeepSeek V4 Flash · negative prompt · hard negative
“Platforms to Avoid or Be Very Cautious About ... 1. Optimizely (Now part of Episerver)” Mistral Small · negative prompt · hard negative
“Deepest experimentation infrastructure - considered the enterprise standard for A/B testing... The most mature experimentation platform” Mistral Small · comparative prompt · first choice
“The category reference point for statistical rigor... Choose Optimizely if: You need the most rigorous experimentation program” Kimi K2 · comparative prompt · first choice
“Optimizely — best-in-class statistical rigor + feature experimentation; needs some engineering support; enterprise pricing” DeepSeek V4 Flash · scale 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
Also compared

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.