AI visibility scores can hide weak brand mentions or weak source citations

Key points

• MarTech reports that brand mentions and source citations often tell very different stories about AI visibility.
• According to the article, marketers should first identify which of the two signals is weak.
• The source argues that an overall visibility score can conceal which signal needs work.

Why it matters for marketers: Teams should check brand mentions and source citations separately before choosing an AI visibility fix, rather than acting on one overall score.