No entity authority
AI models cite brands that are documented, consistent, and linked across authoritative web sources. If your Canadian brand lacks a Wikipedia entry, has minimal Wikidata records, and is absent from industry knowledge bases, LLMs have no reliable source to draw on. They cite the brands with the most consistent documentation — and if that's your competitors rather than you, that's the answer buyers receive.