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Cross-Domain Entity Consistency

IBMs GEO playbook says 85% of AI visibility comes from external consistency. This tool fetches your Wikidata entity and compares against your sites Organization schema - founding year, name, website. Mismatches are why AI retrievers stop citing you.

Context and background

Read the story behind this tool: Why I built this - entity inconsistency kills AI citation.

Related: Knowledge Graph / Wikidata Audit / Citation Surface Probe