Technical Auditing
Knowledge Graph Sync
Ensure your entities are recognized by AI models.
LLMs do not just crawl text; they reference structured knowledge bases. Google's Knowledge Graph, Wikidata, and DBpedia serve as source factual graphs. If your company node does not exist or has broken links, LLMs will treat your brand as a hallucination.
JSON-LD Schema Integration
AnswerShaper builds highly detailed, nested JSON-LD organizational and product schemas. These tags explicitly define the relationships between your executives, products, parent organization, and external profiles (Wikidata, social links).