The Knowledge Panel guide.
Guides from our day-to-day practice - no sales promises. Every article explains one building block of entity building clearly enough that you could implement it yourself.
Creating a Knowledge Panel: the complete path in 8 signals
From the entity home through Wikidata to the claim - what actually triggers a panel, and what just wastes time.
Panel disappeared? Why cheap panels die - and what helps then
The anatomy of the $150 panel: what gets set up, why Google removes it again, and what a clean recovery looks like.
What ChatGPT says about you - and how to correct it
How LLMs form facts about people, why the panel is the most effective correction layer, and a self-test in 5 prompts.
Wikipedia notability, honestly assessed: when an article is realistic
The notability criteria of German Wikipedia, typical deletion reasons - and why we advise against an article more often than for one.
Google Books, ISNI and other databases: the underrated panel accelerator for authors
Why a book can be the strongest entity signal - and how to build the directory chain behind it.
Entity home: your website as the source of truth
Schema, the sameAs graph, and the structure Google uses to read your website as the official reference for your entity.
Knowledge Panel vs. Google My Business - what you actually need
Local business listing or entity proof in the Knowledge Graph: the difference, the impact on AI answers, and the right order to build them.
The Brendit 8-Signal System: our entity methodology in detail
Eight signals, a fixed order, each one documented - how we build an entity that Google and AI systems can read.
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