Three of fourteen models named Webflow CMS first on the direct prompt; zero named Contentful. Webflow CMS was named by fourteen of the fourteen models and Contentful by thirteen and Webflow CMS carries 65 labels and Contentful 45, so the shares are not directly comparable.
By Webflow, San Francisco, United States, founded 2013. Named in one category this edition.
Berlin, Germany, founded 2011. Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 content management systems for marketing sites page.
Across every category in the November 2026 Edition, Webflow CMS and Contentful were named in the same answer eighty-nine times, of the 167 answers naming Webflow CMS and the 171 naming Contentful. In those answers Contentful took the first choice five times and Webflow CMS twenty-seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Webflow, Framer, and similar visual builders at large scale. They can be excellent for design-led sites, but assess vendor lock-in” Perplexity Sonar · negative prompt · soft negative
“Webflow if you expect an easy, complete exit later... it's a concern if portability is a priority” GPT-6 Luna · negative prompt · soft negative
“though its paid plans can exceed the budget of a very small company” Perplexity Sonar · budget prompt · soft negative
“Webflow stands out for marketing sites that need design control, hosting, SEO, and fast iteration without heavy engineering.” Claude Haiku 4.5 · comparative prompt · first choice
“Webflow: Excellent for visual flexibility, high performance, and team autonomy (ideal for tech/B2B/scale-ups)” Gemini 3.5 Flash · negative prompt · first choice
“Modern website builders like Webflow or Framer are praised for their ease of use and beautiful designs” Mistral Small · negative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Pure implementations of Strapi, Sanity, or Contentful (when set up without visual page-building tools) ... Why to be cautious” Gemini 3.5 Flash · negative prompt · soft negative
“Marketers tend to find it a bit of a headache due to the platform's steep learning curve” Claude Haiku 4.5 · negative prompt · soft negative
“overkill and developer-heavy unless you need API-first flexibility” Grok 4.20 · direct prompt · soft negative
“Best overall for many mid-sized B2B teams: Contentful” GPT-5.4 mini · paraphrase prompt · first choice
“Choose Contentful or another headless CMS only if you need to manage content across multiple products, apps, or channels” GPT-6 Luna · direct prompt · alternative
“Headless / Composable | Contentful, Sanity, Storyblok | Companies with strong frontend engineering teams” Gemini 3.5 Flash · scale prompt · alternative
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.