Discovery
How and where AI systems surface brands.
Who Told AI
AI said
what?
We study how brands are discovered, mentioned, cited and represented across AI systems, in Arabic and English.
Research in development
Methodology and first findings coming soon.
Representation
What AI systems say, recommend and get wrong.
Evidence
Which sources and signals shape AI answers.