Share of Voice: Who Occupies the Space That Could Be Yours

Share of Voice measures how much of the response space on a topic belongs to your brand compared to what competitors occupy in the same prompts. Ranking alone can be misleading because not every AI response provides a clear list with positions like first, second, or third place. Many responses mention a brand within a continuous paragraph without any order. Share of Voice captures something closer to reality: how many times, in how many different contexts, your brand is part of the response that the model decides to give.

A brand may appear in an AI response today and disappear in the next execution of the same prompt, while a competitor appears almost every time. Looking only at whether the brand appeared once hides this difference. Share of Voice changes the angle of the question from "Did I appear?" to "In how many of these executions do I appear, and how much of that is mine compared to what each competitor occupies?".

Running the same category prompt multiple times across various models allows you to count how many executions mention your brand and how many mention each competitor. If your brand appears in few executions and a competitor appears in most of them, this indicates a low Share of Voice, even if your brand appears occasionally. The metric only makes sense when comparing your brand against competitors within the same set of prompts, never in isolation.

Tracking Share of Voice over time shows whether your brand's space is growing, shrinking, or stagnant, and reveals who you are really competing against for the response, sometimes quite different from who you thought before looking at the data. This is why MencionAI measures Share of Voice prompt by prompt, comparing your brand with registered competitors instead of treating each appearance as an isolated result.

If you want to know how much of your category's space is yours, just schedule a demo.

Pedro, CMO of MencionAI

What is Share of Voice in AI responses? It is the metric that measures how much of the response space on a topic is occupied by your brand compared to what competitors occupy in the same prompts over multiple executions.

Is Share of Voice the same as ranking or position? No. Ranking implies an ordered list, and not every AI response provides that. Share of Voice counts how many executions include your brand and how many include each competitor, regardless of whether there is an explicit order in the response.

Can Share of Voice be measured with a single question asked in an AI? Not reliably. The metric compares your brand against competitors over multiple executions of the same prompt because a single response does not show the pattern of who occupies more space over time.

Why can low Share of Voice happen even if my brand has appeared at some point? Because the metric looks at the proportion between executions, not an isolated appearance. If a competitor appears in most executions and your brand appears only occasionally, your brand's Share of Voice is low, even with some recorded presence.