Source Concordance
100 − 2 × mean|score − median| across normalised sentiment scores
Google NLP · LLM Platforms
Mixed perception, anchored by the press.
AI Visibility rising
AI Visibility moved +1 points over the last 30 days.
Sentiment declining
Sentiment moved -15 points over the last 30 days.
Share of Voice rising
Share of Voice moved +13 points over the last 30 days.
100 − 2 × mean|score − median| across normalised sentiment scores
mean(surface_breadth_pct, log10(articles)/3 × 100)
sources_present / 3 × 100