sentiment-analysis
evaluating public opinion about a brand on various online platforms.
no-skill baseline: 100% — anything below it makes the model worse.
⚖ Measured verdict: the base model already handles this capability well — every tested candidate degraded output. Recommended: no artifact at all for this step.
1WORKS 50★7,3002WORKS 5★230
geo-brand-mentionsskilldefault
When GEO audits show low citation rates and you need to understand brand authority signals across platforms where AI models train.
brand-monitoringskill
Catching brand reputation issues in real time when a competitor launches or your product has a quality issue