How to get cited by ChatGPT and Perplexity
How AI tools choose sources, what makes a page citeable, and practical steps for German businesses.
Where AI actually pays back for small teams: automation, LLMs in the tools you already use, and the rules around them.

How AI tools choose sources, what makes a page citeable, and practical steps for German businesses.
What schema does and does not do, the supported types that matter, a practical validation checklist, and how to measure visibility.
How to handle XRechnung and ZUGFeRD from receipt and validation through approval, accounting, exceptions, and archiving.
Our €3,500–€5,000 discovery and €8,000–€40,000 build planning bands, with scope, exclusions, and the evidence required for a fixed quote.
Identify your role, current deadline, evidence owner, and next review for every AI system your company uses or sells.
A production-readiness gate for workflow ownership, baselines, data boundaries, acceptance evidence, human control, and handover.
Tasks, credits, executions, current list prices, hosting responsibility, governance, and a practical shortlist test.
Compare data flow, answer limits, actions, human handoff, acceptance tests, operating cost, and exit rights.
Tell us what needs fixing
We read every brief and reply within one business day.
Prefer to talk first?or request a tech stack audit →or email us directly →
Not sure where to start? Send the stuck decision, workflow, or page. We will say whether you need a diagnostic call, a tech stack audit, or a different first step.