feinschliff.digital
Independent web design, SEO and GEO studio in Ühlingen-Birkendorf, Germany. Its published GEO service starts with a baseline of customer questions in AI search, then repeats the same questions after six to eight weeks and reports the observations in writing.
Specialties
- Web design
- Local SEO
- GEO assessment
- AI search visibility reporting
Criteria met
- Publishes a clear, documented AEO/GEO methodology.
- Describes deliverables, scope and reporting transparently before engagement.
- States honestly that AI answers are probabilistic and does not promise fixed placements.
Public facts
Verified company facts.
The facts below are selected factual data points reconciled with visible public sources where available.
Published GEO process The studio describes an initial observation in ChatGPT, Perplexity and Google's AI Overviews, followed by a written assessment of the same questions after six to eight weeks.
Declared repeat sampling The applicant describes repeated observations on different days and recording the sources cited.
Documentary review of the studio's public website and application. The public method treats observations as snapshots, and the studio states that mentions cannot be guaranteed. Collection interfaces and client outcomes were outside the review.