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Explore what participants are optimizing with PBX
Explore what your peers are building with PBX
Puy Du Fou enhanced its terms & conditions page
Puy Du Fou enhanced its terms & conditions page
by
Martin
Terms & Conditions pages are often long and hard to navigate, making it difficult for users to quickly find the information they need. In this experiment, we set out to improve the page experience by introducing a clear table of contents and quick-access options placed at the top and at key exit points.
Crosserville Theme Ideating
Crosserville Theme Ideating
by
Cynthia Scott
I enjoy constructing crossword puzzles, but I often struggle with coming up with themes for the puzzles. The puzzle generator I use is great for constructing puzzles, but would be much greater if it also offered suggestions for themes.
Kane House Films Hero CTAs
Kane House Films Hero CTAs
by
Nadine French
I felt that this site was extremely beautiful and cinematic, but I felt that there was no clear call to action. Visitors on the site might bounce because it's confusing to find out who to contact to start a new film project. There's contact information in their contact page but nobody knows when they'll contact you or how. So I just designed it so they could have a Calendly for people to talk.
An Post Product Filters
An Post Product Filters
by
Jordan Swope
We know that the majority of users who are browsing the Stamps & Labels products can be categorized into personal mailers, business mailers, or stamp collectors. We want users to be able to easily filter between products based on these archetypes.
An Post Pricing Sizes
An Post Pricing Sizes
by
Sarah Lachapelle
We have seen previously with another client that a visually smaller price can create the perception of it literally being a smaller amount psychologically during user testing. So I'm curious to see if this small visual change increases add to baskets and transactions.
Fossil Review and Product Summaries
Fossil Review and Product Summaries
by
Marcela Gutierrez
In order to win in GEO, I'm using Gen AI to create content to become more visible to other AI tools. Websites have been built on keywords, because this is how we used to search online. In order to increase visibility, we need more content spoken in natural language, because this is how we search within AI tools - with conversational language and not with keywords.
Users love Prompt-Based Experimentation
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FAQ
You can ask PBX to generate optimization ideas for you, then choose and implement the ones you prefer or request new suggestions. The more specific you are about your goals, the better the ideas PBX will generate.
Just like vibe coding lets you create web prototypes instantly by chatting with AI, PBX lets you create new and optimized web product on your existing websites. You get to test what you've created on real users on your actual website. The act of building variants and testing them by chatting with AI is called vibe experimentation.
Every time your prompt, one credit is consumed. Your free trial includes enough credits to explore all key features. If you have a promo code for more credits, you can enter it under the Organization page on your account. On average, our users builds an experiment by using 3 credits. contact@kameleoon.com for any questions!
Prompt-Based Experimentation (PBX) is Kameleoon’s approach to vibe experimentation; a new way to ideate, configure, and launch experiments. With PBX, you simply describe the web changes you want to test in natural language. AI then generates a variation and launches the experiment, without code or WYSIWYG editors.
Yes! Kameleoon's integrations allow you to personalize and target prompt-based experiments using data from your customer data platform or preferred data warehouse. For example, you can connect Kameleoon to your CDP to create segments based on customer subscription level.
Not yet. Because it relies on rapidly improving GenAI models, prompt-based testing will continue to evolve and expand in capability every day. It’s a new way to interact with an experimentation platform.
Yes, but only when used with proper guardrails. You still need valid KPIs, correct traffic splits, targeting, and robust statistical methods to draw meaningful conclusions.
It heavily reduces the need for developer involvement in each test, but developers should remain essential collaborators for quality, scale, and integration across teams.
No. PBX helps you create test-ready experiment versions by chatting with AI, but it’s not a replacement for your design or CMS tools. You can still upload a mockup to improve output quality, and a Figma integration is planned for later in Q1 2026.
No. It focuses on frontend digital experiences that optimize UI/UX and messaging. It compliments—but does not replace—feature flagging, server-side testing, or mobile app experimentation.
No. Prompt-based testing turns a prompt into a testable digital experience. “Testing prompts” means refining the prompts themselves, which is usually done with backend or server-side experimentation.
No. Prompt-based experimentation leapfrogs visual editors entirely. It uses natural language to build, configure, and analyze experiments, making frontend testing more powerful and accessible than ever.
