Share of intent is a metric that measures the proportion of meaningful, intent-bearing interactions within a category that involve your brand, content or organization. It refines the traditional share of voice metric by filtering out noise (bots, spam, generic reactions, passive mentions) and focusing exclusively on interactions that signal genuine interest, preference or purchase intent.
Where share of voice counts all mentions equally, share of intent counts only those that matter.
How It Is Calculated
Share of intent uses saves, shares and substantive comments as its primary signals rather than total mentions:
Share of Intent = (Your intent-bearing interactions / Total category intent-bearing interactions) x 100
Intent-bearing interactions are defined as:
- Saves: A deliberate action indicating future interest or purchase consideration
- Shares: An active endorsement that extends reach through genuine advocacy
- Substantive comments: Interactions that express opinion, ask questions or demonstrate engagement beyond emoji reactions
Bot activity, spam and low-quality mentions are excluded from both the numerator and denominator.
Why It Matters
Traditional share of voice treats a bot mention the same as a genuine recommendation. It treats a one-word comment the same as a detailed review. This creates a metric that can be easily inflated and provides limited strategic insight.
Share of intent corrects for this by measuring the interactions that actually predict audience behavior: saves indicate consideration, shares indicate advocacy and substantive engagement indicates emotional investment.
A brand with 15% share of voice but 35% share of intent is in a stronger position than a competitor with 40% share of voice but only 12% share of intent. The first brand owns a disproportionate share of the meaningful engagement.
Related Terms
- Share of Voice — the traditional volume metric that share of intent refines
- Fan Engagement — the relationship quality that share of intent measures
- Audience Intelligence — the system that filters intent signals from noise
See how Felton's AI Audience Intelligence Platform measures share of intent across audience interactions.