Source Concordance
100 − 2 × mean|score − median| across normalised sentiment scores
Google NLP · LLM Platforms
Strong positive perception, anchored by the ai engines.
AI Visibility declining
AI Visibility moved -1 points over the last 30 days.
Share of Voice declining
Share of Voice moved -1 points over the last 30 days.
100 − 2 × mean|score − median| across normalised sentiment scores
mean(domain_age_pct, moz_da, link_health, dnssec_bonus)
mean(surface_breadth_pct, log10(articles)/3 × 100)