How LLMs Decide Which Brands to Recommend in Competitive Categories
AI models reward consistent entity signals across independent sources over search rankings alone.
Emeka Haddad
Section
Features
3 stories in Features.
How AI Assistants Are Changing Pet Product Discovery
Younger pet owners now turn to AI assistants first, shifting how brands get discovered.
Soren Whitfield
Competitor Citation Gap Analysis in AI Search Results
Find which AI systems cite competitors instead of you.
Marcus Wexler