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Documentation Index

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Competitor gap is a query or category where a competitor brand is mentioned by AI platforms in their answers but your brand is not. Competitor gaps represent the highest-leverage GEO optimization targets because they identify specific prompts where visibility improvement would directly displace a competitor.

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Why it matters

A competitor gap is actionable intelligence. It tells you not just that you are invisible, but exactly which question you are invisible on and which competitor is winning instead. Closing a competitor gap — by creating content, earning editorial coverage, or improving technical AI readability for the specific topic — produces measurable mention rate improvement on that specific query. Aggregate gap closure across a prompt library is the mechanism by which brands systematically improve their share of voice.

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How Cited uses it

Cited’s dashboard surfaces competitor gaps prominently in the Competitors tab. For each tracked prompt, the dashboard shows which competitors appear and whether your brand appears. The competitor gap workflow playbook provides a step-by-step process for identifying, prioritizing, and closing the highest-value gaps. Gap analysis requires configured competitors in the brand workspace.

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Bidirectional gap logic in Impact Scoring

Cited’s Impact Score treats competitor gaps differently depending on whether the brand is trailing or leading. When the brand trails a competitor (offensive gap), the Competitive Gap factor reflects distance-to-catch-up — larger gaps produce higher urgency. When the brand leads (defensive gap), the factor reflects proximity-to-vulnerability — how close the nearest competitor is to catching up. This means dominant brands with comfortable leads correctly see lower-urgency recommendations, while brands being closely pursued see higher urgency even when they are currently ahead.