Cluster 4 · Measurement

4.5 Narrative Share: beyond the mention

Share of Voice measures whether your brand appears in an AI answer. Narrative Share measures how much room that answer dedicates to your brand. That is a substantively different question — and often a more important one.

The difference between SoV and Narrative Share

Two brands can both appear in the same AI answer. One is mentioned in one subordinate clause. The other gets a whole paragraph with specific strengths. Share of Voice counts both as “1 mention”. Narrative Share recognises the fundamental difference.

The four mention levels

The four levels are a Groundbase classification — and strictly speaking they measure two things. Levels 1 to 3 are depth: from bare name to elaborated description. Level 4 is stance: the explicit recommendation. A short, powerful recommendation can get less text space than an extensive critical discussion — which is why we report the distribution across levels and the recommendation separately, and never one composite figure.

Level 1: Name mention

Your brand is named, without further context. “Belgian fire safety installers include Fyrco, Ansul, SomatiFIE and Saval.” Presence, but no colour.

Level 2: Descriptive mention

Your brand is named with a brief qualification. “Fyrco, with a strong focus on B2B maintenance contracts and its own customer portal.” Brief context, the start of differentiation.

Level 3: Extensive mention

Your brand gets a full paragraph with specific characteristics, pros and cons, context. This is where AI actually “presents” you to the user.

Level 4: Recommendation

Your brand is explicitly recommended for a specific situation or audience. “For those prioritising X, Y is often the best choice.” This is the strongest narrative level.

Why Narrative Share matters

A brand that frequently appears at level 1 but rarely at level 3 or 4 is present but interchangeable. A brand that appears less often but almost always at level 3 or 4 is less broadly visible but strategically more strongly positioned.

How do you measure Narrative Share?

For each mention in your measurement data: classify which of the four levels you are mentioned at. This can be done manually with limited datasets, or via structured analysis with larger measurement setups. Result: a distribution across levels, not a single total figure.

A brand with 40% presence of which 50% sits at level 3 or 4 performs differently than a brand with 40% presence of which 90% is at level 1.

What raises Narrative Share?

verification
documented
Nothing — the four levels are our own classification.
own measurement
The levels and their distribution are Groundbase methodology, applied in continuous monitoring.
not verifiable
Why a channel describes one brand more extensively than another.