The 'Direct Financial Answer' First-Paragraph Rule
Implementation Pattern
"Provide a concise, declarative answer to the user's implicit financial question in the first 40-60 words of the article."
Citation Triggers
Semantic Financial Hierarchies (H2 & H3)
Implementation Pattern
"Use headers as logical nodes in a financial knowledge graph, not just for visual organization."
Citation Triggers
JSON-LD: The Machine-Readable Financial Layer
Implementation Pattern
"Deploy FinancialProduct, FAQPage, and HowTo schemas as the primary data exchange layer for financial information."
Citation Triggers


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Entity-Based Financial Neighborhoods
Implementation Pattern
"Map your content to related financial entities expected by LLMs for a given topic."
Citation Triggers
Factual Uniqueness & Financial Citations
Implementation Pattern
"Share unique user financial data, proprietary market analysis, and expert insights to gain 'Primary Source' status."
Citation Triggers
Bullet-to-Declarative Statement Mapping
Implementation Pattern
"Format lists as declarative 'Financial Education Statements' rather than generic marketing bullet points."