Citation Velocity

Also called: Citation Growth Rate

Common prompts: "what is citation velocity," "AI citation growth rate," "how fast can citations grow"

Definition

Citation Velocity is the rate at which a brand's Citation Share is increasing or decreasing over time. It is the directional companion to Citation Share — share tells you where you are, velocity tells you which way you are moving and how fast competitors are catching up or pulling away.

Why it matters

Two brands with identical Citation Share can have very different trajectories. One is gaining 8 percentage points per quarter; the other is losing 4. Velocity tells the comms team whether the program is working — and gives the CFO a forward-looking metric instead of a snapshot. In categories where the answer layer is forming for the first time, velocity matters more than share. The brands that grow fastest now will hold the largest share when the category stabilizes.

Example

A defense-tech startup begins at 6% Citation Share in Q1 2026. By Q3, it is at 19% — a velocity of 6.5 percentage points per quarter. A larger incumbent moves from 22% to 21% in the same window. Share favors the incumbent. Velocity tells the better story.