How it works
Pick an entity (Geolify, ChatGPT or Claude in the sample). The explorer draws the entity at the centre and its first-degree neighbours around it, labelled with the predicate connecting them.
Why walk the graph
- AI assistants routinely traverse first-degree edges to disambiguate entities, and the richness of your neighbour set determines how confidently they resolve you.
- Missing predicates are the single most common entity flaw - most brands ship 'instanceOf' and nothing else, then wonder why they're not getting cited.
- Adding 4-6 strong edges in a week (instanceOf, developer, partnerOf, supports, usedIn) is enough to move most entities out of the 'weak' bucket.
Related
Pair with the Knowledge Graph Dataset and the Brand Entity Strength audit.