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Explore what participants are optimizing with PBX
Explore what your peers are building with PBX
Trust Signals for Trusted Housesitters
Trust Signals for Trusted Housesitters
by
Adam Cheal
Sitters on Reddit say they struggle to see which hosts are experienced or safe without clicking into every listing. A compact trust line like “⭐ 12 reviews · 3 repeat sitters” on each card lets them gauge reliability at a glance, reduces anxiety and wasted clicks, and helps new sitters choose better first applications.
CNN Accessibility Suite
CNN Accessibility Suite
by
Ayomidotun Ayoku
We know CNN is visually chaotic, focusing on a single story is often impossible. I recently came across two websites with impressive accessibility layers and was inspired to bring that same experience to a major news platform. I wanted to prove we could bring 'calm' to the busiest site on the web.
Discount Timer for Triumph
Discount Timer for Triumph
by
Montserrat Eguia
We want to add a timer on discounts to create a sense of urgency. By using a discount timer, the expected benefits will be to increased conversion rates, as customers are nudged to act faster. It can also reduce cart abandonment and boost average order values, since customers may be more motivated to add items while the offer is still valid.
Book Finder Quiz for Waterstones
Book Finder Quiz for Waterstones
by
Georgiana Hunter-Cozens
I often get frustrated of endless best seller lists and find Waterstones isn't great at helping me browse or discover new books; you pretty much have to know what you're looking for. I was inspired to add a "recommendations" carousel. I wanted to make it more personalized and give some agency to the recommendations, hence the book finder wizard!
Booking.com Destination Carousel
Booking.com Destination Carousel
by
Andrei Stoleriu
Casual browsers who, at one point, were looking for a specific travel destination might be interested in an alternative destination in the same area, but need to scroll for a while below the fold to access similar destinations. I brought the alternative destinations further up the page and made the element more lightweight so it's easier for users to navigate.
Triumph Site Personalization
Triumph Site Personalization
by
Montserrat Eguia
This idea is for the upcoming Black Friday campaign. I want to offer personalized discounts to customers and keep all communication direct. That’s why I’m asking for each customer's name, to make the experience more personal. The customer will feel the discounts are made specifically for them, we could use data and show this once a customer has visited more than 1 page or clicked 3 products.
Users love Prompt-Based Experimentation
“Such an amazing tool”
Providence
“Massive time saver”
VeryChic
“Working with it is great!”
Cona
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.
