Documentation Index
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Methodology · Citation & Visibility Measurement
Definition
A context map is Plate Lunch Collective’s proprietary diagnostic that audits how AI systems currently represent a brand — what they say about it, what sources they draw from, what topics they associate it with, and where the gaps and inaccuracies are.
Why It Matters for AI Search
You cannot optimize what you have not measured. Most brands have no idea what ChatGPT or Perplexity says about them when asked. A context map answers that question systematically, across platforms, and produces a prioritized list of what to fix first — whether that is structured data, entity signals, third-party citations, or content gaps.
Relevant Plate Lunch Collective Services
Context Map AI Search Visibility Assessment
