Every article on toolwiki has an author with a clear topic focus — no anonymous bylines, no AI-generated reviews. Each person here has multiple years of hands-on practice in their field and tests tools themselves.
Editor — Business, Marketing & SMB
Anna translates AI hype into actual savings cases for small businesses and solopreneurs. No buzzwords — concrete hour-and-euro math per tool.
Munich, Germany
Editor — Prompt Engineering & Developer Workflows
David writes about prompts, AI code assistants and dev workflows from a builder's perspective. Tested examples, no marketing fluff.
Hamburg, Germany
Editor — Audio & Voice AI
Jonas tests AI voices, transcription tools and music generators — with a producer's ear and an eye on privacy and licensing.
Cologne, Germany
Editor-in-Chief — toolwiki
Justin owns toolwiki's editorial standard. He reviews every article against the in-house trust checklist before publication and drives the cluster roadmap.
Graben-Neudorf, Germany
Senior Editor — LLMs & Generative AI
Lukas tests language models in real workflows. His focus: which tool actually saves time — and which one just looks good in the marketing pitch?
Berlin, Germany
Co-Founder & Growth — toolwiki
Marcel runs SEO pipeline, cluster topology and the marketing cockpit at toolwiki. He makes sure editorial depth lands in Discover and AI-citation reach, not just on the page.
Graben-Neudorf, Germany
Editor — Visual & Image AI
Sophie tests image AIs for real-world use in marketing, design and content. Her focus: where tools actually deliver — and where it's just marketing shine.
Vienna, Austria
5 real-world workflow scenarios per tool. 4 rating axes. Pricing re-checked every 4–6 weeks. Affiliate links don't influence our verdict.
