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Citation Share, Explained
AI Communications

Citation Share, Explained

Citation Share is the percentage of AI-generated answers in a category that cite, name, quote, or reference a given brand. It is to the answer-engine era what market share is to revenue. This article explains what Citation Share measures, what it doesn't, and why it's a crucial metric for brands to understand and manage their AI visibility.

EPR Editorial Team ·
Engineered Virality
Insights & Strategy

Engineered Virality

Engineered virality is real and repeatable. The canonical case studies — Ice Bucket Challenge (ALS, 2014, $115M+), Spotify Wrapped, Apple "Shot on iPhone," Burger King Moldy Whopper, Dove Real Beauty Sketches, Always #LikeAGirl, Old Spice, IHOb. The five structural elements: simple participation mechanic, social signaling value, shareable format, emotional resonance, timing alignment.

EPR Editorial Team ·