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Core concept · Citation & Visibility Measurement
Definition
An opportunity gap is a sub-query where retrieval returns thin or off-topic results — the question exists but nobody is answering it well. First-mover content has a direct retrieval path with minimal incumbent competition.
Why It Matters for AI Search
Opportunity gaps are where the highest retrieval leverage exists per unit of content effort. There is no incumbent to displace — the brand becomes the best available answer by being the only complete answer. The risk is that thin retrieval results may indicate a question nobody is actually asking; opportunity gap analysis requires human judgment about whether the sub-query represents genuine buyer intent.
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