AEO Observatory · Editorial Gap
Where Beats loses share — as tickets
When a query loses Beats to a competitor, this lens diffs the competitor's editorial against ours. Each Beats-absent page is a copy/PR ticket against a Beats-controlled surface.
top SERP results for Beats-absent queries
where competitors anchor LLM retrieval
editorial that does include Beats
distinct brands across parsed pages
Brand frequency
Which brands editorial actually mentions
Across all competitor pages we parsed for Beats-absent queries, this is who editors actually call out. Beats' presence here is a direct proxy for AEO ground truth.
Beats-positive editorial
Where Beats already shows up
Editorial that mentions Beats. These already feed LLM answers — a stronger relationship with the publisher compounds the AEO loop.