
Why Every Local Business Needs a Structured Source of Truth
Explains why a structured source of truth helps content, citations, main-site improvements, and AI-facing infrastructure stay aligned.
Practical essays on AI search, local business visibility, and the trust signals modern discovery systems are starting to reward.

Explains why a structured source of truth helps content, citations, main-site improvements, and AI-facing infrastructure stay aligned.

Breaks down the context AI discovery systems need before a business can be considered for recommendation-style answers.

New research reveals a 74.8% decline in local business visibility on Google, while ChatGPT mentions local businesses in fewer than 10% of searches.
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