Research · systems · practice

Field notes for better digital systems.

Original, source-backed articles for teams making decisions about websites, SEO, commerce and performance. No filler. No copied trend summaries.

11 in-depth articles DE · EN Primary sources linked
Written and reviewed by Marvin Schubert
Original motion study Local media · no tracking
Abstract 3D layers with cyan data paths between a website structure and generative answer fragments
Featured field note
SEO 13 min read

AI Overviews and generative search: what Google officially recommends – and what you can ignore

A source-based guide to visibility in AI Overviews and AI Mode: people-first content, technical foundations, local/business signals – plus an interactive checklist. No AEO myths.

8 primary sources Read article →
Performance 14 min

Core Web Vitals: an evidence-based measurement and prioritisation framework for SME websites

What LCP, INP and CLS mean according to Google and web.dev, how lab and field data fit together, and which optimisations should come first – with interactive thresholds and primary sources.

11 sources
Redesign 12 min

Website redesign without guesswork: the SEO, content and launch checklist

A practical redesign plan from URL inventory to post-launch monitoring, with clear ownership, permanent redirects and measurable quality.

5 sources
Strategy 10 min

Website design cost: an honest framework for scope, budget and value

What a professional website really costs, what belongs in a comparable proposal, and how to balance budget, risk and commercial impact.

3 sources
E-commerce 11 min

Shopify vs WooCommerce: which operating model fits your store?

A practical comparison of Shopify and WooCommerce across operations, total cost, flexibility, performance and internal ownership.

5 sources
Performance 11 min

WordPress speed optimization: from scores to a stable system

A prioritized guide to faster WordPress sites covering Core Web Vitals, imagery, caching, plugins, databases and hosting.

4 sources
Planning 9 min

The website brief that prepares real decisions

An editorial briefing structure for goals, audiences, content, functions, ownership, budget and measurement.

4 sources
Regional 8 min

Web design in Bielefeld: turn local proximity into a better project

What Bielefeld businesses should examine in strategy, agency selection, local discovery, proof and collaboration.

3 sources
E-commerce 9 min

Choosing a Shopify agency in OWL: setup, ownership and operations

A decision guide for organizations in OWL that want to operate and improve Shopify reliably after launch.

3 sources
Regional 8 min

What does a website cost in Brakel? A regional budget guide

Realistic budget levels for organizations in Brakel and OWL, including content, functionality, recurring cost and selection criteria.

4 sources
Local SEO 10 min

Local SEO for trades in OWL: a practical operating plan

How trade businesses can improve discovery with a complete Business Profile, service pages, reviews and credible regional evidence.

4 sources

From insight to implementation

Make the next decision concrete.

Bring us the objective, constraint and current system. We will outline a sensible scope and the fastest credible next step.