The Lab
UX, AI & Product – What Matters Tomorrow
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AI Progress: You Don't Need to Keep Up With Everything
The flood of AI releases creates pressure to stay current at all costs. Three filters help you ignore the noise and focus on what actually matters for your work.
Read ArticleAI Overviews Are Stealing Your Clicks: A GEO Playbook
When AI Overviews answer queries before users click, rankings alone do not protect traffic. This playbook shows how GEO can recover visibility and demand.
Read ArticleGerman AI Text Detection: Why Language Signals Matter
German AI writing leaves different traces than English output. This article explains detection signals and how to edit machine-like text into natural copy.
Read ArticleAI Overviews Favor Authority Over Expertise: What to Do
A broad AI Overviews analysis shows domain authority often beats expertise. Here is what that means for SEO strategy, content design, and brand trust.
Read ArticleVerbalized Sampling: More Diversity Without Fine-Tuning
Verbalized Sampling (VS) is a prompt-based trick to fight Mode Collapse in aligned LLMs—getting you more creative answers without any training.
Read ArticleWhy Bad UX Endangers IT Security (and Inclusion)
A CAPTCHA fail by the Federal Network Agency shows: when security, UX, and accessibility are split, systems become insecure and exclusionary.
Read ArticleThe Silent Revenue Driver and Culture Changer
Why untested content is a business risk and how content testing not only boosts conversion but changes how teams make decisions.
Read ArticleGoogle CTR Is Falling Fast: Adapt Your SEO for 2026
Page-one visibility no longer guarantees clicks. Learn how to adapt SEO and content for zero-click SERPs while protecting pipeline, demand, and intent.
Read ArticleAI Chatbots in UX: Why Reliability Beats Showmanship
Users trust chatbots that are clear, honest, and useful. This article shows what reliability in UX tests looks like and how to design for it.
Read ArticleAI Search Behavior 2025: What SEO Teams Must Relearn
Generative AI is changing information discovery, but old search habits still dominate. Learn what this shift means for SEO strategy and content planning.
Read ArticleSchema vs. LLMs: Why Markup Alone Does Not Help
Schema markup helps search engines, but LLMs learn from plain language patterns. This article shows what studies found and what to optimize instead.
Read ArticleTaxonomy in AI Prompting | AI Practical Guide
Structured profiles make AI answers consistent, comparable, and reusable. Practical frameworks and clear next steps you can apply immediately.
Read ArticleMarketing Without Clicks: The Battle for AI Memory
In an AI-driven world, visibility is no longer enough—brands must secure their place in the memory of AI models. Practical frameworks and clear next steps.
Read ArticleAmbivalent Personas: Simulating Realistic Users with AI
Learn why consistent AI personas fail in UX practice and how targeted prompts help you model realistic user contradictions for better design decisions.
Read ArticleDark Pattern in UX Design: When Banks Cross the Line
How trusted apps use rewards to nudge data consent – and why that’s a problem. Practical frameworks and clear next steps to improve user outcomes.
Read ArticleAI is Clarifying True Product Leadership | AI Strategy Guide
AI automates product artifacts but highlights what still matters: judgment, synthesis, and deep context. Learn where human product leadership adds value.
Read ArticleAI is Changing SEO – 6 Opportunities for Brands in 2025
AI isn’t killing SEO, it's redefining it. Here are six strategies brands can use in 2025 to enhance visibility across AI platforms.
Read ArticleWhen LLMs Become the Browser: What Changes for the Web
If interfaces shift from links to answers, distribution, discovery, and brand visibility all change. This article explains web strategy implications early.
Read ArticleLLMS.txt: A Quiet Step Toward AI Visibility | SEO Insights
Why a simple text file could help control how LLMs describe your brand – and what that means for SEO. Practical frameworks and clear next steps to improve.
Read ArticleBusiness Plan by Prompt: ChatGPT as Strategy Co-Pilot
A smart prompt won't build your business – but it can speed up clarity, structure, and iteration. Practical frameworks and clear next steps you can apply.
Read ArticleTest VEO3 for Free: How to Try Google’s New AI Video Tool
Step-by-step guide to access VEO3 via the Google AI Pro trial: 3 free videos per day, legal access, and a low-risk way to test quality quickly.
Read ArticleAn AI Test Post Markdown | AI Practical Guide
This file demonstrates all supported Markdown syntax, including extensions commonly used in modern engines like GitHub, VS Code, or static site generators.
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