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A/B testing is not just about finding which version gets more clicks.
The useful part is understanding what behaviour you are trying to change, why you believe the design will change it, and whether the result actually improves the product beyond one metric.
In my latest article, I explore experiment design, hypotheses, success metrics, guardrails, failed tests, and why “Variant B won” should rarely be the end of the discussion.
Read the full article here: https://artalisajid.medium.com/an-a-b-test-can-tell-you-which-version-won-beaba27b133a?sharedUserId=artalisajid
#ABTesting #ExperimentDesign #ProductDesign #UXDesign #ProductAnalytics
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Option 1 — Bold & Editorial
Two directions. One brand. Which one wins? 👀
I explored two different visual approaches for the same coaching website — each with its own personality, typography, color, and visual energy.
A — Bold, dark & editorial
B — Bright, elegant & modern
If you were the client, which direction would you choose?
Cast your vote and tell me what made you pick it. 👇
#UIDesign #WebDesign #Framer #WebDesignInspiration #DesignPoll #Framer
75 voted
72%
29 voted
28%
104 votes
Closed
Both directions look strong, but I’m leaning toward A Bold, dark & editorial 👀 It feels more distinctive and has a stronger visual personality. Would love to see where you take it next! 🔥
I have a slightly unprofessional website test.
I open the homepage and ask myself:
Could I swap their copy+design with a competitor's and notice?
It's RUDE how often the answer is no.
And usually these aren't bad websites either.
They're beautiful.
The typography is doing its job. The animations are animating. There is almost certainly a gradient somewhere living its best life.
But then I actually read it...
"Transforming the way businesses..."
"Empowering teams to..."
"Building the future of..."
And suddenly I could be looking at 14 different companies.
I've started doing this little swap test almost instinctively now because it tells me something design alone can't.
Does this company actually have a point of view?
Because looking professional is easier than it's ever been.
Looking unmistakably like YOURSELF is still annoyingly difficult.
PS: Please don't actually start swapping copies on client websites. I have enough problems.
That swap test is such a good way to catch generic design dressed up as strategy. Now I'm curious, was there a recent site that completely failed it for you, one where the copy and visuals felt totally interchangeable with a competitor's?
LUMO — AI Career Coach & Learning App 🤖✨
LUMO is an AI-powered career development app concept designed to make professional growth feel more personal, structured, and motivating.
The idea was to move away from the typical “serious career platform” look and create an experience that feels more like a supportive companion — with a friendly AI character guiding users through their next steps.
The product brings career planning and learning into one connected experience:
• personalized career recommendations based on the user’s profile;
• profile strength and progress tracking;
• curated courses and bite-sized lessons;
• personalized career roadmaps with clear milestones;
• skill building and opportunity discovery;
• a friendly AI coach that makes the experience feel more human.
Visually, we balanced a clean product interface with soft gradients, warm pink accents, and a playful 3D AI character to give LUMO its own personality without distracting from the product itself.
The result is a career platform that turns a complex question — “What should I do next?” — into a clear and approachable journey. 🚀
Would you trust an AI coach to help plan your next career move? 👀
The idea of making a career app feel more like a companion than a platform is pretty smart. The 3D character fits that direction really well too.